Causality Detection based on Information-Theoretic Approaches in Time Series Analysis

Hlaváčková-Schindler, K. - Paluš, Milan - Vejmelka, Martin - Bhattacharya, J.
Causality Detection based on Information-Theoretic Approaches in Time Series Analysis.
Physics Reports-Review Section of Physics Letters. Roč. 441, č. 1 (2007), s. 1-46. ISSN 0370-1573. E-ISSN 1873-6270
Impact factor: 20.263, year: 2007
http://hdl.handle.net/11104/0145324

Cited: 366

--- LEHNERTZ, K. Epilepsy and Nonlinear Dynamics. JOURNAL OF BIOLOGICAL PHYSICS. ISSN 0092-0606, 2008, vol. 34, no. 3-4, p. 253-266. [WOS]
--- QUEIROS, S.M.D. On discrete stochastic processes with long-lasting time dependence in the variance. EUROPEAN PHYSICAL JOURNAL B. ISSN 1434-6028, NOV 2008, vol. 66, no. 1, p. 137-148. [WOS]
--- LIANG, X.S. Information flow within stochastic dynamical systems. PHYSICAL REVIEW E. ISSN 1539-3755, SEP 2008, vol. 78, no. 3, Part 1. [WOS]
--- FAES, L. - PORTA, A. - NOLLO, G. Mutual nonlinear prediction as a tool to evaluate coupling strength and directionality in bivariate time series: Comparison among different strategies based on k nearest neighbors. PHYSICAL REVIEW E. ISSN 1539-3755, AUG 2008, vol. 78, no. 2, Part 2. [WOS]
--- BEZRUCHKO, B.P. - PONOMARENKO, V.I. - PROKHOROV, M.D. - SMIRNOV, D.A. - TASS, P.A. Modeling nonlinear oscillatory systems and diagnostics of coupling between them using chaotic time series analysis: applications in neurophysiology. PHYSICS-USPEKHI. ISSN 1063-7869, MAR 2008, vol. 51, no. 3, p. 304-310. [WOS]
--- MOKHOV, I.I. - SMIRNOV, D.A. Diagnostics of a cause-effect relation between solar activity and the Earth's global surface temperature. IZVESTIYA ATMOSPHERIC AND OCEANIC PHYSICS. ISSN 0001-4338, JUN 2008, vol. 44, no. 3, p. 263-272. [WOS]
--- MARINAZZO, D. - PELLICORO, M. - STRAMAGLIA, S. Kernel-Granger causality and the analysis of dynamical networks. PHYSICAL REVIEW E. ISSN 1539-3755, MAY 2008, vol. 77, no. 5, Part 2. [WOS]
--- SITNIKOVA, E. - DIKANEV, T. - SMIRNOV, D. - BEZRUCHKO, B. - VAN LUIJTELAAR, G. Granger causality: Cortico-thalamic interdependencies during absence seizures in WAG/Rij rats. JOURNAL OF NEUROSCIENCE METHODS. ISSN 0165-0270, MAY 30 2008, vol. 170, no. 2, p. 245-254. [WOS]
--- PRUSSEIT, J. - LEHNERTZ, K. Measuring interdependences in dissipative dynamical systems with estimated Fokker-Planck coefficients. PHYSICAL REVIEW E. ISSN 1539-3755, APR 2008, vol. 77, no. 4, Part 1. [WOS]
--- STANIEK, M. - LEHNERTZ, K. Symbolic transfer entropy. PHYSICAL REVIEW LETTERS. ISSN 0031-9007, APR 18 2008, vol. 100, no. 15. [WOS]
--- MARINAZZO, D. - PELLICORO, M. - STRAMAGLIA, S. Kernel method for nonlinear Granger causality. PHYSICAL REVIEW LETTERS. ISSN 0031-9007, APR 11 2008, vol. 100, no. 14. [WOS]
--- FAES, L. - NOLLO, G. - CHON, K.H. Assessment of granger causality by nonlinear model identification: Application to short-term cardiovascular variability. ANNALS OF BIOMEDICAL ENGINEERING. ISSN 0090-6964, MAR 2008, vol. 36, no. 3, p. 381-395. [WOS]
--- PAPANA, A. - KUGIUMTZIS, D. Detection of Directionality of Information Transfer in Nonlinear Dynamical Systems. TOPICS ON CHAOTIC SYSTEMS. 2009, p. 251-264. [WOS]
--- MOKHOV, I.I. - SMIRNOV, D.A. Empirical estimates of the influence of natural and anthropogenic factors on the global surface temperature. DOKLADY EARTH SCIENCES. ISSN 1028-334X, JUL 2009, vol. 427, no. 1, p. 798-803. [WOS]
--- ANGELINI, L. - PELLICORO, M. - STRAMAGLIA, S. Granger causality for circular variables. PHYSICS LETTERS A. ISSN 0375-9601, JUN 29 2009, vol. 373, no. 29, p. 2467-2470. [WOS]
--- SABESAN, S. - GOOD, L.B. - TSAKALIS, K.S. - SPANIAS, A. - TREIMAN, D.M. - IASEMIDIS, L.D. Information Flow and Application to Epileptogenic Focus Localization From Intracranial EEG. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING. ISSN 1534-4320, JUN 2009, vol. 17, no. 3, p. 244-253. [WOS]
--- EKMANIS, M. Genetic Programming Based Network Traffic-Profiling System. ELEKTRONIKA IR ELEKTROTECHNIKA. ISSN 1392-1215, 2009, no. 4, p. 49-52. [WOS]
--- SMIRNOV, D.A. - BEZRUCHKO, B.P. Detection of couplings in ensembles of stochastic oscillators. PHYSICAL REVIEW E. ISSN 1539-3755, APR 2009, vol. 79, no. 4, Part 2. [WOS]
--- QUEIROS, S.M.D. On a comparative study between dependence scales determined by linear and non-linear measures. PHYSICA D-NONLINEAR PHENOMENA. ISSN 0167-2789, APR 15 2009, vol. 238, no. 7, p. 764-770. [WOS]
--- NOLLO, G. - FAES, L. - ANTOLINI, R. - PORTA, A. Assessing causality in normal and impaired short-term cardiovascular regulation via nonlinear prediction methods. PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES. ISSN 1364-503X, APR 13 2009, vol. 367, no. 1892, p. 1423-1440. [WOS]
--- SMIRNOV, D.A. - BARNIKOL, U.B. - BARNIKOL, T.T. - BEZRUCHKO, B.P. - HAUPTMANN, C. - BUHRLE, C. - MAAROUF, M. - STURM, V. - FREUND, H.J. - TASS, P.A. The generation of Parkinsonian tremor as revealed by directional coupling analysis. EPL. ISSN 0295-5075, 2008, vol. 83, no. 2. [WOS]
--- PARK, I. - PRINCIPE, J.C. Correntropy based Granger causality. 2008 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING, VOLS 1-12. ISSN 1520-6149, 2008, p. 3605-3608. [WOS]
--- TASS, P. - SMIRNOV, D. - KARAVAEV, A. - BARNIKOL, U. - BARNIKOL, T. - ADAMCHIC, I. - HAUPTMANN, C. - PAWELCYZK, N. - MAAROUF, M. - STURM, V. - FREUND, H.J. - BEZRUCHKO, B. The causal relationship between subcortical local field potential oscillations and Parkinsonian resting tremor. JOURNAL OF NEURAL ENGINEERING. ISSN 1741-2560, FEB 2010, vol. 7, no. 1. [WOS]
--- LIZIER, J.T. - PROKOPENKO, M. Differentiating information transfer and causal effect. EUROPEAN PHYSICAL JOURNAL B. ISSN 1434-6028, FEB 2010, vol. 73, no. 4, p. 605-615. [WOS]
--- KOUVARIS, N. - PROVATA, A. - KUGIUMTZIS, D. Detecting synchronization in coupled stochastic ecosystem networks. PHYSICS LETTERS A. ISSN 0375-9601, JAN 11 2010, vol. 374, no. 4, p. 507-515. [WOS]
--- STANIEK, M. - LEHNERTZ, K. Symbolic transfer entropy: inferring directionality in biosignals. BIOMEDIZINISCHE TECHNIK. ISSN 0013-5585, 2009, vol. 54, no. 6, p. 323-328. [WOS]
--- KOWALSKI, A.M. - MARTIN, M.T. - ZUNINO, L. - PLASTINO, A. - CASAS, M. The Quantum-Classical Transition as an Information Flow. ENTROPY. ISSN 1099-4300, JAN 2010, vol. 12, no. 1, p. 148-160. [WOS]
--- KOZLENKO, S.S. - MOKHOV, I.I. - SMIRNOV, D.A. Analysis of the cause and effect relationships between El Nio in the Pacific and its analog in the equatorial Atlantic. IZVESTIYA ATMOSPHERIC AND OCEANIC PHYSICS. ISSN 0001-4338, DEC 2009, vol. 45, no. 6, p. 704-713. [WOS]
--- LIAO, W. - MARINAZZO, D. - PAN, Z.Y. - GONG, Q.Y. - CHEN, H.F. Kernel Granger Causality Mapping Effective Connectivity on fMRI Data. IEEE TRANSACTIONS ON MEDICAL IMAGING. ISSN 0278-0062, NOV 2009, vol. 28, no. 11, p. 1825-1835. [WOS]
--- BAHRAMINASAB, A. - GHASEMI, F. - STEFANOVSKA, A. - MCCLINTOCK, P.V.E. - FRIEDRICH, R. Physics of brain dynamics: Fokker-Planck analysis reveals changes in EEG delta-theta interactions in anaesthesia. NEW JOURNAL OF PHYSICS. ISSN 1367-2630, OCT 27 2009, vol. 11. [WOS]
--- SHIBUYA, T. - HARADA, T. - KUNIYOSHI, Y. Causality Quantification and Its Applications: Structuring and Modeling of Multivariate Time Series. KDD-09: 15TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING. 2009, p. 787-795. [WOS]
--- ALLAHVERDYAN, A.E. - JANZING, D. - MAHLER, G. Thermodynamic efficiency of information and heat flow. JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT. ISSN 1742-5468, SEP 2009. [WOS]
--- KOWALSKI, A.M. - MARTIN, M.T. - PLASTINO, A. - ZUNINO, L. Information flow during the quantum-classical transition. PHYSICS LETTERS A. ISSN 0375-9601, APR 12 2010, vol. 374, no. 17-18, p. 1819-1826. [WOS]
--- ANGELINI, L. - DE TOMMASO, M. - MARINAZZO, D. - NITTI, L. - PELLICORO, M. - STRAMAGLIA, S. Redundant variables and Granger causality. PHYSICAL REVIEW E. ISSN 1539-3755, MAR 2010, vol. 81, no. 3, Part 2. [WOS]
--- BIALONSKI, S. - HORSTMANN, M.T. - LEHNERTZ, K. From brain to earth and climate systems: Small-world interaction networks or not?. CHAOS. ISSN 1054-1500, MAR 2010, vol. 20, no. 1. [WOS]
--- MOLINI, A. - KATUL, G.G. - PORPORATO, A. Causality across rainfall time scales revealed by continuous wavelet transforms. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES. ISSN 0148-0227, JUL 31 2010, vol. 115. [WOS]
--- CAMINAL, P. - GIRALDO, B.F. - VALLVERDU, M. - BENITO, S. - SCHROEDER, R. - VOSS, A. Symbolic Dynamic Analysis of Relations Between Cardiac and Breathing Cycles in Patients on Weaning Trials. ANNALS OF BIOMEDICAL ENGINEERING. ISSN 0090-6964, AUG 2010, vol. 38, no. 8, p. 2542-2552. [WOS]
--- LI, X.L. - OUYANG, G.X. Estimating coupling direction between neuronal populations with permutation conditional mutual information. NEUROIMAGE. ISSN 1053-8119, AUG 15 2010, vol. 52, no. 2, p. 497-507. [WOS]
--- WAGNER, T. - FELL, J. - LEHNERTZ, K. The detection of transient directional couplings based on phase synchronization. NEW JOURNAL OF PHYSICS. ISSN 1367-2630, MAY 20 2010, vol. 12. [WOS]
--- LIU, Z.H. Chaotic Time Series Analysis. MATHEMATICAL PROBLEMS IN ENGINEERING. ISSN 1024-123X, 2010. [WOS]
--- PAPANA, A. - KUGIUMTZIS, D. - LARSSON, P.G. Reducing the bias of causality measures. PHYSICAL REVIEW E. ISSN 1539-3755, MAR 21 2011, vol. 83, no. 3, Part 2. [WOS]
--- PORTA, A. - CATAI, A.M. - TAKAHASHI, A.C.M. - MAGAGNIN, V. - BASSANI, T. - TOBALDINI, E. - VAN DE BORNE, P. - MONTANO, N. Causal relationships between heart period and systolic arterial pressure during graded head-up tilt. AMERICAN JOURNAL OF PHYSIOLOGY-REGULATORY INTEGRATIVE AND COMPARATIVE PHYSIOLOGY. ISSN 0363-6119, FEB 2011, vol. 300, no. 2, p. R378-R386. [WOS]
--- KURGANSKY, A.V. Some Methodological Issues of Studying Cortico-Cortical Functional Connectivity with Vector Autoregressive Model of Multichannel EEG. ZHURNAL VYSSHEI NERVNOI DEYATELNOSTI IMENI I P PAVLOVA. ISSN 0044-4677, NOV-DEC 2010, vol. 60, no. 6, p. 740-759. [WOS]
--- MARTINI, M. - KRANZ, T.A. - WAGNER, T. - LEHNERTZ, K. Inferring directional interactions from transient signals with symbolic transfer entropy. PHYSICAL REVIEW E. ISSN 1539-3755, JAN 28 2011, vol. 83, no. 1, Part 1. [WOS]
--- KUHNERT, M.T. - ELGER, C.E. - LEHNERTZ, K. Long-term variability of global statistical properties of epileptic brain networks. CHAOS. ISSN 1054-1500, DEC 2010, vol. 20, no. 4. [WOS]
--- MARINAZZO, D. - LIAO, W. - PELLICORO, M. - STRAMAGLIA, S. Grouping time series by pairwise measures of redundancy. PHYSICS LETTERS A. ISSN 0375-9601, AUG 30 2010, vol. 374, no. 39, p. 4040-4044. [WOS]
--- VLACHOS, I. - KUGIUMTZIS, D. Nonuniform state-space reconstruction and coupling detection. PHYSICAL REVIEW E. ISSN 1539-3755, JUL 9 2010, vol. 82, no. 1, Part 2. [WOS]
--- BESSERVE, M. - SCHOLKOPF, B. - LOGOTHETIS, N.K. - PANZERI, S. Causal relationships between frequency bands of extracellular signals in visual cortex revealed by an information theoretic analysis. JOURNAL OF COMPUTATIONAL NEUROSCIENCE. ISSN 0929-5313, DEC 2010, vol. 29, no. 3, p. 547-566. [WOS]
--- PELLICORO, M. - STRAMAGLIA, S. Granger causality and the inverse Ising problem. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS. ISSN 0378-4371, NOV 1 2010, vol. 389, no. 21, p. 4747-4754. [WOS]
--- DETTO, M. - MOLINI, A. - KATUL, G. - STOY, P. - PALMROTH, S. - BALDOCCHI, D. Causality and Persistence in Ecological Systems: A Nonparametric Spectral Granger Causality Approach. AMERICAN NATURALIST. ISSN 0003-0147, APR 2012, vol. 179, no. 4, p. 524-535. [WOS]
--- FAES, L. - NOLLO, G. - PORTA, A. Non-uniform multivariate embedding to assess the information transfer in cardiovascular and cardiorespiratory variability series. COMPUTERS IN BIOLOGY AND MEDICINE. ISSN 0010-4825, MAR 2012, vol. 42, no. 3, SI, p. 290-297. [WOS]
--- BASSANI, T. - MAGAGNIN, V. - GUZZETTI, S. - BASELLI, G. - CITERIO, G. - PORTA, A. Testing the involvement of baroreflex during general anesthesia through Granger causality approach. COMPUTERS IN BIOLOGY AND MEDICINE. ISSN 0010-4825, MAR 2012, vol. 42, no. 3, SI, p. 306-312. [WOS]
--- TAKADA, T. Mining local and tail dependence structures based on pointwise mutual information. DATA MINING AND KNOWLEDGE DISCOVERY. ISSN 1384-5810, JAN 2012, vol. 24, no. 1, p. 78-102. [WOS]
--- SHIBUYA, T. - HARADA, T. - KUNIYOSHI, Y. Reliable index for measuring information flow. PHYSICAL REVIEW E. ISSN 1539-3755, DEC 6 2011, vol. 84, no. 6, Part 1. [WOS]
--- TSIARAS, V. - SIMOS, P.G. - REZAIE, R. - SHETH, B.R. - GARYFALLIDIS, E. - CASTILLO, E.M. - PAPANICOLAOU, A.C. Extracting biomarkers of autism from MEG resting-state functional connectivity networks. COMPUTERS IN BIOLOGY AND MEDICINE. ISSN 0010-4825, DEC 2011, vol. 41, no. 12, SI, p. 1166-1177. [WOS]
--- ITO, S.Y. - HANSEN, M.E. - HEILAND, R. - LUMSDAINE, A. - LITKE, A.M. - BEGGS, J.M. Extending Transfer Entropy Improves Identification of Effective Connectivity in a Spiking Cortical Network Model. PLOS ONE. ISSN 1932-6203, NOV 15 2011, vol. 6, no. 11. [WOS]
--- LEHNERTZ, K. Assessing directed interactions from neurophysiological signals-an overview. PHYSIOLOGICAL MEASUREMENT. ISSN 0967-3334, NOV 2011, vol. 32, no. 11, p. 1715-1724. [WOS]
--- WU, G.R. - CHEN, F.Y. - KANG, D.Z. - ZHANG, X.Y. - MARINAZZO, D. - CHEN, H.F. Multiscale Causal Connectivity Analysis by Canonical Correlation: Theory and Application to Epileptic Brain. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING. ISSN 0018-9294, NOV 2011, vol. 58, no. 11, p. 3088-3096. [WOS]
--- BIALONSKI, S. - WENDLER, M. - LEHNERTZ, K. Unraveling Spurious Properties of Interaction Networks with Tailored Random Networks. PLOS ONE. ISSN 1932-6203, AUG 5 2011, vol. 6, no. 8. [WOS]
--- ANSMANN, G. - LEHNERTZ, K. Constrained randomization of weighted networks. PHYSICAL REVIEW E. ISSN 1539-3755, AUG 3 2011, vol. 84, no. 2, Part 2. [WOS]
--- HEMPEL, S. - KOSESKA, A. - KURTHS, J. - NIKOLOSKI, Z. Inner Composition Alignment for Inferring Directed Networks from Short Time Series. PHYSICAL REVIEW LETTERS. ISSN 0031-9007, JUL 26 2011, vol. 107, no. 5. [WOS]
--- MARTIN, F.M.D. Causality, Criticality, and Reading Words: Distinct Sources of Fractal Scaling in Behavioral Sequences. COGNITIVE SCIENCE. ISSN 0364-0213, JUL 2011, vol. 35, no. 5, p. 785-837. [WOS]
--- PARLITZ, U. - SCHLEMMER, A. - LUTHER, S. Synchronization patterns in transient spiral wave dynamics. PHYSICAL REVIEW E. ISSN 1539-3755, MAY 20 2011, vol. 83, no. 5, Part 2. [WOS]
--- FAES, L. - NOLLO, G. - PORTA, A. Information-based detection of nonlinear Granger causality in multivariate processes via a nonuniform embedding technique. PHYSICAL REVIEW E. ISSN 1539-3755, MAY 11 2011, vol. 83, no. 5, Part 1. [WOS]
--- HANNISDAL, B. NON-PARAMETRIC INFERENCE OF CAUSAL INTERACTIONS FROM GEOLOGICAL RECORDS. AMERICAN JOURNAL OF SCIENCE. ISSN 0002-9599, APR 2011, vol. 311, no. 4, p. 315-334. [WOS]
--- VICENTE, R. - WIBRAL, M. - LINDNER, M. - PIPA, G. Transfer entropy-a model-free measure of effective connectivity for the neurosciences. JOURNAL OF COMPUTATIONAL NEUROSCIENCE. ISSN 0929-5313, FEB 2011, vol. 30, no. 1, SI, p. 45-67. [WOS]
--- NEYMOTIN, S.A. - JACOBS, K.M. - FENTON, A.A. - LYTTON, W. Synaptic information transfer in computer models of neocortical columns. JOURNAL OF COMPUTATIONAL NEUROSCIENCE. ISSN 0929-5313, FEB 2011, vol. 30, no. 1, SI, p. 69-84. [WOS]
--- AMBLARD, P.O. - MICHEL, O.J.J. On directed information theory and Granger causality graphs. JOURNAL OF COMPUTATIONAL NEUROSCIENCE. ISSN 0929-5313, FEB 2011, vol. 30, no. 1, SI, p. 7-16. [WOS]
--- PORTA, A. - BASSANI, T. - BARI, V. - TAKAHASHI, A.C.M. - TOBALDINI, E. - CATAI, A.M. - MONTANO, N. Role of Respiration in Setting Causality among Cardiovascular Variability Series. 2011 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC). 2011, p. 5923-5926. [WOS]
--- MASSAROPPE, L. - BACCALA, L.A. - SAMESHIMA, K. Semiparametric Detection of Nonlinear Causal Coupling Using Partial Directed Coherence. 2011 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC). 2011, p. 5927-5930. [WOS]
--- ZHANG, M. - ZHENG, C.G. - QUAN, M.N. - AN, L. - YANG, Z. - ZHANG, T. Directional Indicator on Neural Oscillations as a Measure of Synaptic Plasticity in Chronic Unpredictable Stress Rats. NEUROSIGNALS. ISSN 1424-862X, 2011, vol. 19, no. 4, p. 189-197. [WOS]
--- SUMIOKA, H. - YOSHIKAWA, Y. - ASADA, M. Reproducing Interaction Contingency Toward Open-Ended Development of Social Actions: Case Study on Joint Attention. IEEE TRANSACTIONS ON AUTONOMOUS MENTAL DEVELOPMENT. ISSN 1943-0604, MAR 2010, vol. 2, no. 1, p. 40-50. [WOS]
--- MUDELSEE, M. Climate Time Series Analysis: Classical Statistical and Bootstrap Methods. CLIMATE TIME SERIES ANALYSIS: CLASSICAL STATISTICAL AND BOOTSTRAP METHODS. ISSN 1383-8601, 2010, vol. 42, p. 1-474. [WOS]
--- SABESAN, S. - TSAKALIS, K. - SPANIAS, A. - IASEMIDIS, L. A Robust Estimation of Information Flow in Coupled Nonlinear Systems. COMPUTATIONAL NEUROSCIENCE. ISSN 1931-6828, 2010, vol. 38, p. 271-283. [WOS]
--- BEZRUCHKO, B.P. - SMIRNOV, D.A. Identification of Directional Couplings. EXTRACTING KNOWLEDGE FROM TIME SERIES: AN INTRODUCTION TO NONLINEAR EMPIRICAL MODELING. ISSN 0172-7389, 2010, p. 319-348. [WOS]
--- FAES, L. - NOLLO, G. - ERLA, S. - PAPADELIS, C. - BRAUN, C. - PORTA, A. Detecting Nonlinear Causal Interactions between Dynamical Systems by Non-uniform Embedding of Multiple Time Series. 2010 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC). ISSN 1557-170X, 2010, p. 102-105. [WOS]
--- LEHNERTZ, K. - BIALONSKI, S. - HORSTMANN, M.T. - KRUG, D. - ROTHKEGEL, A. - STANIEK, M. - WAGNER, T. Synchronization phenomena in human epileptic brain networks. JOURNAL OF NEUROSCIENCE METHODS. ISSN 0165-0270, SEP 30 2009, vol. 183, no. 1, p. 42-48. [WOS]
--- SMIRNOV, D.A. - MOKHOV, I.I. From Granger causality to long-term causality: Application to climatic data. PHYSICAL REVIEW E. ISSN 1539-3755, JUL 2009, vol. 80, no. 1. [WOS]
--- HOLSTEIN, D. - KANTZ, H. Optimal Markov approximations and generalized embeddings. PHYSICAL REVIEW E. ISSN 1539-3755, MAY 2009, vol. 79, no. 5. [WOS]
--- SMIRNOV, D.A. - BEZRUCHKO, B.P. Detection of couplings in ensembles of stochastic oscillators. PHYSICAL REVIEW E. ISSN 1539-3755, APR 2009, vol. 79, no. 4. [WOS]
--- FRIEDMAN, L. - DICK, T.E. - JACONO, F.J. - LOPARO, K.A. - YEGANEH, A. - FISHMAN, M. - WILSON, C.G. - STROHL, K.P. Cardio-ventilatory coupling in young healthy resting subjects. JOURNAL OF APPLIED PHYSIOLOGY. ISSN 8750-7587, APR 2012, vol. 112, no. 8, p. 1248-1257. [WOS]
--- STAMOULIS, C. - GRUBER, L.J. - SCHOMER, D.L. - CHANG, B.S. High-frequency neuronal network modulations encoded in scalp EEG precede the onset of focal seizures. EPILEPSY & BEHAVIOR. ISSN 1525-5050, APR 2012, vol. 23, no. 4, p. 471-480. [WOS]
--- ROTHKEGEL, A. - LEHNERTZ, K. Conedy: A scientific tool to investigate complex network dynamics. CHAOS. ISSN 1054-1500, MAR 2012, vol. 22, no. 1. [WOS]
--- LI, N.Q. - PAN, W. - YAN, L.S. - LUO, B. - XU, M.F. - TANG, Y.L. Quantifying Information Flow between Two Chaotic Semiconductor Lasers Using Symbolic Transfer Entropy. CHINESE PHYSICS LETTERS. ISSN 0256-307X, MAR 2012, vol. 29, no. 3. [WOS]
--- MARINAZZO, D. - PELLICORO, M. - STRAMAGLIA, S. Causal Information Approach to Partial Conditioning in Multivariate Data Sets. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE. ISSN 1748-670X, 2012. [WOS]
--- LI, Z.H. - OUYANG, G.X. - LI, D. - LI, X.L. Characterization of the causality between spike trains with permutation conditional mutual information. PHYSICAL REVIEW E. ISSN 1539-3755, AUG 25 2011, vol. 84, no. 2, Part 1. [WOS]
--- PEREDA, E. - REITERER, S. - BHATTACHARYA, J. Topography of Functional Connectivity in Human Multichannel Electroencephalogram during Second Language Processing. ADVANCES IN ARTIFICIAL INTELLIGENCE. ISSN 0302-9743, 2011, vol. 7023, p. 253-262. [WOS]
--- PAPADOPOULOS, G. - KUGIUMTZIS, D. Estimation of connectivity measures in gappy time series. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS. ISSN 0378-4371, OCT 15 2015, vol. 436, p. 387-398. [WOS]
--- SINGH, A. - SAINI, B.S. - SINGH, D. Multiscale Joint Symbolic Transfer Entropy for Quantification of Causal Interactions Between Heart Rate and Blood Pressure Variability Under Postural Stress. FLUCTUATION AND NOISE LETTERS. ISSN 0219-4775, SEP 2015, vol. 14, no. 3. [WOS]
--- JAGIELSKI, M. - DUCZMAL, R. - KUTNER, R. Income distribution in the European Union versus in the United States. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS. ISSN 0378-4371, SEP 1 2015, vol. 433, p. 36-41. [WOS]
--- WILTING, J. - LEHNERTZ, K. Bayesian inference of interaction properties of noisy dynamical systems with time-varying coupling: capabilities and limitations. EUROPEAN PHYSICAL JOURNAL B. ISSN 1434-6028, AUG 3 2015, vol. 88, no. 8. [WOS]
--- LADU, F. - MWAFFO, V. - LI, J. - MACRI, S. - PORFIRI, M. Acute caffeine administration affects zebrafish response to a robotic stimulus. BEHAVIOURAL BRAIN RESEARCH. ISSN 0166-4328, AUG 1 2015, vol. 289, p. 48-54. [WOS]
--- PORTA, A. - FAES, L. - NOLLO, G. - BARI, V. - MARCHI, A. - DE MARIA, B. - TAKAHASHI, A.C.M. - CATAI, A.M. Conditional Self-Entropy and Conditional Joint Transfer Entropy in Heart Period Variability during Graded Postural Challenge. PLOS ONE. ISSN 1932-6203, JUL 15 2015, vol. 10, no. 7. [WOS]
--- BOZORGMAGHAM, A.E. - MOTESHARREI, S. - PENNY, S.G. - KALNAY, E. Causality Analysis: Identifying the Leading Element in a Coupled Dynamical System. PLOS ONE. ISSN 1932-6203, JUN 30 2015, vol. 10, no. 6. [WOS]
--- ZHU, J. - BELLANGER, J.J. - SHU, H.Z. - JEANNES, R.L. Contribution to Transfer Entropy Estimation via the k-Nearest-Neighbors Approach. ENTROPY. ISSN 1099-4300, JUN 2015, vol. 17, no. 6, p. 4173-4201. [WOS]
--- ITO, S. - SAGAWA, T. Maxwell's demon in biochemical signal transduction with feedback loop. NATURE COMMUNICATIONS. ISSN 2041-1723, JUN 2015, vol. 6. [WOS]
--- BARNETT, L. - SETH, A.K. Granger causality for state-space models. PHYSICAL REVIEW E. ISSN 1539-3755, APR 23 2015, vol. 91, no. 4. [WOS]
--- CAFARO, C. - LORD, W.M. - SUN, J. - BOLLT, E.M. Causation entropy from symbolic representations of dynamical systems. CHAOS. ISSN 1054-1500, APR 2015, vol. 25, no. 4. [WOS]
--- ENDO, W. - SANTOS, F.P. - SIMPSON, D. - MACIEL, C.D. - NEWLAND, P.L. Delayed mutual information infers patterns of synaptic connectivity in a proprioceptive neural network. JOURNAL OF COMPUTATIONAL NEUROSCIENCE. ISSN 0929-5313, APR 2015, vol. 38, no. 2, p. 427-438. [WOS]
--- FAES, L. - KUGIUMTZIS, D. - NOLLO, G. - JURYSTA, F. - MARINAZZO, D. Estimating the decomposition of predictive information in multivariate systems. PHYSICAL REVIEW E. ISSN 1539-3755, MAR 6 2015, vol. 91, no. 3. [WOS]
--- FIEDOR, P. Partial Mutual Information Analysis of Financial Networks. ACTA PHYSICA POLONICA A. ISSN 0587-4246, MAR 2015, vol. 127, no. 3, p. 863-867. [WOS]
--- SYCZEWSKA, E.M. - STRUZIK, Z.R. Granger Causality and Transfer Entropy for Financial Returns. ACTA PHYSICA POLONICA A. ISSN 0587-4246, MAR 2015, vol. 127, no. 3A, p. A129-A135. [WOS]
--- MCBRIDE, J. - ZHAO, X.P. - MUNRO, N. - JICHA, G. - SMITH, C. - JIANG, Y. Discrimination of Mild Cognitive Impairment and Alzheimer's Disease Using Transfer Entropy Measures of Scalp EEG. JOURNAL OF HEALTHCARE ENGINEERING. ISSN 2040-2295, MAR 2015, vol. 6, no. 1, p. 55-70. [WOS]
--- DEZA, J.I. - BARREIRO, M. - MASOLLER, C. Assessing the direction of climate interactions by means of complex networks and information theoretic tools. CHAOS. ISSN 1054-1500, MAR 2015, vol. 25, no. 3. [WOS]
--- LEHNERTZ, K. - DICKTEN, H. Assessing directionality and strength of coupling through symbolic analysis: an application to epilepsy patients. PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES. ISSN 1364-503X, FEB 13 2015, vol. 373, no. 2034. [WOS]
--- ONG, M.A. An information theoretic analysis of stock returns, volatility and trading volumes. APPLIED ECONOMICS. ISSN 0003-6846, 2015, vol. 47, no. 36, p. 3891-3906. [WOS]
--- SUN, J. - TAYLOR, D. - BOLLT, E.M. Causal Network Inference by Optimal Causation Entropy. SIAM JOURNAL ON APPLIED DYNAMICAL SYSTEMS. ISSN 1536-0040, 2015, vol. 14, no. 1, p. 73-106. [WOS]
--- GENCAGA, D. - KNUTH, K.H. - ROSSOW, W.B. A Recipe for the Estimation of Information Flow in a Dynamical System. ENTROPY. ISSN 1099-4300, JAN 2015, vol. 17, no. 1, p. 438-470. [WOS]
--- SMIRNOV, D.A. Quantification of causal couplings via dynamical effects: A unifying perspective. PHYSICAL REVIEW E. ISSN 1539-3755, DEC 29 2014, vol. 90, no. 6. [WOS]
--- MA, H.F. - AIHARA, K. - CHEN, L.N. Detecting Causality from Nonlinear Dynamics with Short-term Time Series. SCIENTIFIC REPORTS. ISSN 2045-2322, DEC 12 2014, vol. 4. [WOS]
--- DICKTEN, H. - LEHNERTZ, K. Identifying delayed directional couplings with symbolic transfer entropy. PHYSICAL REVIEW E. ISSN 1539-3755, DEC 8 2014, vol. 90, no. 6. [WOS]
--- MCCRACKEN, J.M. - WEIGEL, R.S. Convergent cross-mapping and pairwise asymmetric inference. PHYSICAL REVIEW E. ISSN 1539-3755, DEC 1 2014, vol. 90, no. 6. [WOS]
--- LIANG, X.S. Unraveling the cause-effect relation between time series. PHYSICAL REVIEW E. ISSN 1539-3755, NOV 24 2014, vol. 90, no. 5. [WOS]
--- JENISON, R.L. Directional Influence between the Human Amygdala and Orbitofrontal Cortex at the Time of Decision-Making. PLOS ONE. ISSN 1932-6203, OCT 21 2014, vol. 9, no. 10. [WOS]
--- MONTALTO, A. - FAES, L. - MARINAZZO, D. MuTE: A MATLAB Toolbox to Compare Established and Novel Estimators of the Multivariate Transfer Entropy. PLOS ONE. ISSN 1932-6203, OCT 14 2014, vol. 9, no. 10. [WOS]
--- STRAMAGLIA, S. - CORTES, J.M. - MARINAZZO, D. Synergy and redundancy in the Granger causal analysis of dynamical networks. NEW JOURNAL OF PHYSICS. ISSN 1367-2630, OCT 6 2014, vol. 16. [WOS]
--- FAES, L. - MARINAZZO, D. - MONTALTO, A. - NOLLO, G. Lag-Specific Transfer Entropy as a Tool to Assess Cardiovascular and Cardiorespiratory Information Transfer. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING. ISSN 0018-9294, OCT 2014, vol. 61, no. 10, p. 2556-2568. [WOS]
--- ARCHER, E. - PARK, I.M. - PILLOW, J.W. Bayesian Entropy Estimation for Countable Discrete Distributions. JOURNAL OF MACHINE LEARNING RESEARCH. ISSN 1532-4435, OCT 2014, vol. 15, p. 2833-2868. [WOS]
--- BOLLT, E.M. - SUN, J. Editorial Comment on the Special Issue of "Information in Dynamical Systems and Complex Systems". ENTROPY. ISSN 1099-4300, SEP 2014, vol. 16, no. 9, p. 5068-5077. [WOS]
--- PORZ, S. - KIEL, M. - LEHNERTZ, K. Can spurious indications for phase synchronization due to superimposed signals be avoided?. CHAOS. ISSN 1054-1500, SEP 2014, vol. 24, no. 3. [WOS]
--- JACK, R.L. - DUNLEAVY, A.J. - ROYALL, C.P. Information-Theoretic Measurements of Coupling between Structure and Dynamics in Glass Formers. PHYSICAL REVIEW LETTERS. ISSN 0031-9007, AUG 28 2014, vol. 113, no. 9. [WOS]
--- KANNAN, R. - TANGIRALA, A.K. Correntropy-based partial directed coherence for testing multivariate Granger causality in nonlinear processes. PHYSICAL REVIEW E. ISSN 1539-3755, JUN 30 2014, vol. 89, no. 6. [WOS]
--- RAZAK, F.A. - JENSEN, H.J. Quantifying 'Causality' in Complex Systems: Understanding Transfer Entropy. PLOS ONE. ISSN 1932-6203, JUN 23 2014, vol. 9, no. 6. [WOS]
--- ZERENNER, T. - FRIEDERICHS, P. - LEHNERTZ, K. - HENSE, A. A Gaussian graphical model approach to climate networks. CHAOS. ISSN 1054-1500, JUN 2014, vol. 24, no. 2. [WOS]
--- SUN, J. - CAFARO, C. - BOLLT, E.M. Identifying the Coupling Structure in Complex Systems through the Optimal Causation Entropy Principle. ENTROPY. ISSN 1099-4300, JUN 2014, vol. 16, no. 6, p. 3416-3433. [WOS]
--- FIEDOR, P. Networks in financial markets based on the mutual information rate. PHYSICAL REVIEW E. ISSN 1539-3755, MAY 1 2014, vol. 89, no. 5. [WOS]
--- ZHOU, D. - ZHANG, Y.Y. - XIAO, Y.Y. - CAI, D. Reliability of the Granger causality inference. NEW JOURNAL OF PHYSICS. ISSN 1367-2630, APR 22 2014, vol. 16. [WOS]
--- MARINAZZO, D. - PELLICORO, M. - WU, G.R. - ANGELINI, L. - CORTES, J.M. - STRAMAGLIA, S. Information Transfer and Criticality in the Ising Model on the Human Connectome. PLOS ONE. ISSN 1932-6203, APR 4 2014, vol. 9, no. 4. [WOS]
--- ZAREMBA, A. - ASTE, T. Measures of Causality in Complex Datasets with Application to Financial Data. ENTROPY. ISSN 1099-4300, APR 2014, vol. 16, no. 4, p. 2309-2349. [WOS]
--- TIMME, N. - ALFORD, W. - FLECKER, B. - BEGGS, J.M. Synergy, redundancy, and multivariate information measures: an experimentalist's perspective. JOURNAL OF COMPUTATIONAL NEUROSCIENCE. ISSN 0929-5313, APR 2014, vol. 36, no. 2, p. 119-140. [WOS]
--- MATERASSI, M. - CONSOLINI, G. - SMITH, N. - DE MARCO, R. Information Theory Analysis of Cascading Process in a Synthetic Model of Fluid Turbulence. ENTROPY. ISSN 1099-4300, MAR 2014, vol. 16, no. 3, p. 1272-1286. [WOS]
--- BUTAIL, S. - LADU, F. - SPINELLO, D. - PORFIRI, M. Information Flow in Animal-Robot Interactions. ENTROPY. ISSN 1099-4300, MAR 2014, vol. 16, no. 3, p. 1315-1330. [WOS]
--- JAFARI-MAMAGHANI, M. - TYRCHA, J. Transfer Entropy Expressions for a Class of Non-Gaussian Distributions. ENTROPY. ISSN 1099-4300, MAR 2014, vol. 16, no. 3, p. 1743-1755. [WOS]
--- STANKOVSKI, T. - MCCLINTOCK, P.V.E. - STEFANOVSKA, A. Coupling Functions Enable Secure Communications. PHYSICAL REVIEW X. ISSN 2160-3308, FEB 26 2014, vol. 4, no. 1. [WOS]
--- PORTA, A. - FAES, L. - BARI, V. - MARCHI, A. - BASSANI, T. - NOLLO, G. - PERSEGUINI, N.M. - MILAN, J. - MINATEL, V. - BORGHI-SILVA, A. - TAKAHASHI, A.C.M. - CATAI, A.M. Effect of Age on Complexity and Causality of the Cardiovascular Control: Comparison between Model-Based and Model-Free Approaches. PLOS ONE. ISSN 1932-6203, FEB 24 2014, vol. 9, no. 2. [WOS]
--- HARTICH, D. - BARATO, A.C. - SEIFERT, U. Stochastic thermodynamics of bipartite systems: transfer entropy inequalities and a Maxwell's demon interpretation. JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT. ISSN 1742-5468, FEB 2014. [WOS]
--- VAN MILLIGEN, B.P. - BIRKENMEIER, G. - RAMISCH, M. - ESTRADA, T. - HIDALGO, C. - ALONSO, A. Causality detection and turbulence in fusion plasmas. NUCLEAR FUSION. ISSN 0029-5515, FEB 2014, vol. 54, no. 2. [WOS]
--- LEHNERTZ, K. - ANSMANN, G. - BIALONSKI, S. - DICKTEN, H. - GEIER, C. - PORZ, S. Evolving networks in the human epileptic brain. PHYSICA D-NONLINEAR PHENOMENA. ISSN 0167-2789, JAN 15 2014, vol. 267, p. 7-15. [WOS]
--- SUN, J. - BOLLT, E.M. Causation entropy identifies indirect influences, dominance of neighbors and anticipatory couplings. PHYSICA D-NONLINEAR PHENOMENA. ISSN 0167-2789, JAN 15 2014, vol. 267, p. 49-57. [WOS]
--- LOBIER, M. - SIEBENHUHNER, F. - PALVA, S. - PALVA, J.M. Phase transfer entropy: A novel phase-based measure for directed connectivity in networks coupled by oscillatory interactions. NEUROIMAGE. ISSN 1053-8119, JAN 15 2014, vol. 85, 2, SI, p. 853-872. [WOS]
--- TAKAHASHI, D.Y. - BACCALA, L.A. - SAMESHIMA, K. Information Partial Directed Coherence. METHODS IN BRAIN CONNECTIVITY INFERENCE THROUGH MULTIVARIATE TIME SERIES ANALYSIS. 2014, p. 75-86. [WOS]
--- MARINAZZO, D. - LIAO, W. - PELLICORO, M. - STRAMAGLIA, S. Nonlinear Parametric Granger Causality in Dynamical Networks. METHODS IN BRAIN CONNECTIVITY INFERENCE THROUGH MULTIVARIATE TIME SERIES ANALYSIS. 2014, p. 135-159. [WOS]
--- PORTA, A. - TAKAHASHI, A.C.M. - CATAI, A.M. - MONTANO, N. Assessing Causal Interactions among Cardiovascular Variability Series through a Time-Domain Granger Causality Approach. METHODS IN BRAIN CONNECTIVITY INFERENCE THROUGH MULTIVARIATE TIME SERIES ANALYSIS. 2014, p. 223-242. [WOS]
--- SARBU, S. RENYI INFORMATION TRANSFER: PARTIAL RENYI TRANSFER ENTROPY AND PARTIAL RENYI MUTUAL INFORMATION. 2014 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP). ISSN 1520-6149, 2014. [WOS]
--- MUDELSEE, M. Climate Time Series Analysis: Classical Statistical and Bootstrap Methods, 2nd Edition. CLIMATE TIME SERIES ANALYSIS: CLASSICAL STATISTICAL AND BOOTSTRAP METHODS, 2ND EDITION. ISSN 1383-8601, 2014, vol. 51, p. 1-454. [WOS]
--- VICENTE, R. - WIBRAL, M. Efficient Estimation of Information Transfer. DIRECTED INFORMATION MEASURES IN NEUROSCIENCE. ISSN 1860-0832, 2014, p. 37-58. [WOS]
--- FAES, L. - PORTA, A. Conditional Entropy-Based Evaluation of Information Dynamics in Physiological Systems. DIRECTED INFORMATION MEASURES IN NEUROSCIENCE. ISSN 1860-0832, 2014, p. 61-86. [WOS]
--- MARINAZZO, D. - WU, G.R. - PELLICORO, M. - STRAMAGLIA, S. Information Transfer in the Brain: Insights from a Unified Approach. DIRECTED INFORMATION MEASURES IN NEUROSCIENCE. ISSN 1860-0832, 2014, p. 87-110. [WOS]
--- BATTAGLIA, D. Function Follows Dynamics: State-Dependency of Directed Functional Influences. DIRECTED INFORMATION MEASURES IN NEUROSCIENCE. ISSN 1860-0832, 2014, p. 111-135. [WOS]
--- CHICHARRO, D. Parametric and Non-parametric Criteria for Causal Inference from Time-Series. DIRECTED INFORMATION MEASURES IN NEUROSCIENCE. ISSN 1860-0832, 2014, p. 195-219. [WOS]
--- KUHNERT, M.T. - BIALONSKI, S. - NOENNIG, N. - MAI, H. - HINRICHS, H. - HELMSTAEDTER, C. - LEHNERTZ, K. Incidental and Intentional Learning of Verbal Episodic Material Differentially Modifies Functional Brain Networks. PLOS ONE. ISSN 1932-6203, NOV 18 2013, vol. 8, no. 11. [WOS]
--- JENSEN, G. - WARD, R.D. - BALSAM, P.D. INFORMATION: THEORY, BRAIN, AND BEHAVIOR. JOURNAL OF THE EXPERIMENTAL ANALYSIS OF BEHAVIOR. ISSN 0022-5002, NOV 2013, vol. 100, no. 3, p. 408-431. [WOS]
--- DUAN, P. - YANG, F. - CHEN, T.W. - SHAH, S.L. Direct Causality Detection via the Transfer Entropy Approach. IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY. ISSN 1063-6536, NOV 2013, vol. 21, no. 6, p. 2052-2066. [WOS]
--- DETTO, M. - BOHRER, G. - NIETZ, J.G. - MAURER, K.D. - VOGEL, C.S. - GOUGH, C.M. - CURTIS, P.S. Multivariate Conditional Granger Causality Analysis for Lagged Response of Soil Respiration in a Temperate Forest. ENTROPY. ISSN 1099-4300, OCT 2013, vol. 15, no. 10, p. 4266-4284. [WOS]
--- NEMATI, S. - EDWARDS, B.A. - LEE, J. - PITTMAN-POLLETTA, B. - BUTLER, J.P. - MALHOTRA, A. Respiration and heart rate complexity: Effects of age and gender assessed by band-limited transfer entropy. RESPIRATORY PHYSIOLOGY & NEUROBIOLOGY. ISSN 1569-9048, OCT 1 2013, vol. 189, no. 1, p. 27-33. [WOS]
--- BIALONSKI, S. - LEHNERTZ, K. Assortative mixing in functional brain networks during epileptic seizures. CHAOS. ISSN 1054-1500, SEP 2013, vol. 23, no. 3. [WOS]
--- PORTA, A. - CASTIGLIONI, P. - DI RIENZO, M. - BASSANI, T. - BARI, V. - FAES, L. - NOLLO, G. - CIVIDJAN, A. - QUINTIN, L. Cardiovascular control and time domain Granger causality: insights from selective autonomic blockade. PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES. ISSN 1364-503X, AUG 28 2013, vol. 371, no. 1997, SI. [WOS]
--- SIEBENHUHNER, F. - WEISS, S.A. - COPPOLA, R. - WEINBERGER, D.R. - BASSETT, D.S. Intra- and Inter-Frequency Brain Network Structure in Health and Schizophrenia. PLOS ONE. ISSN 1932-6203, AUG 26 2013, vol. 8, no. 8. [WOS]
--- KUGIUMTZIS, D. Direct-coupling information measure from nonuniform embedding. PHYSICAL REVIEW E. ISSN 1539-3755, JUN 25 2013, vol. 87, no. 6. [WOS]
--- NAKAJIMA, K. - HARUNA, T. Symbolic local information transfer. EUROPEAN PHYSICAL JOURNAL-SPECIAL TOPICS. ISSN 1951-6355, JUN 2013, vol. 222, no. 2, p. 437-455. [WOS]
--- ARCHER, E. - PARK, I.M. - PILLOW, J.W. Bayesian and Quasi-Bayesian Estimators for Mutual Information from Discrete Data. ENTROPY. ISSN 1099-4300, MAY 2013, vol. 15, no. 5, p. 1738-1755. [WOS]
--- SMIRNOV, D.A. Spurious causalities with transfer entropy. PHYSICAL REVIEW E. ISSN 1539-3755, APR 17 2013, vol. 87, no. 4. [WOS]
--- KANG, S.H. - CHEONG, C. - YOON, S.M. Intraday volatility spillovers between spot and futures indices: Evidence from the Korean stock market. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS. ISSN 0378-4371, APR 15 2013, vol. 392, no. 8, p. 1795-1802. [WOS]
--- LIANG, Z.H. - WANG, Y.H. - OUYANG, G.X. - VOSS, L.J. - SLEIGH, J.W. - LI, X.L. Permutation auto-mutual information of electroencephalogram in anesthesia. JOURNAL OF NEURAL ENGINEERING. ISSN 1741-2560, APR 2013, vol. 10, no. 2. [WOS]
--- LIANG, X.S. Local predictability and information flow in complex dynamical systems. PHYSICA D-NONLINEAR PHENOMENA. ISSN 0167-2789, APR 1 2013, vol. 248, p. 1-15. [WOS]
--- CHEN, G. - XIE, L. - CHU, J. Measuring causality by taking the directional symbolic mutual information approach. CHINESE PHYSICS B. ISSN 1674-1056, MAR 2013, vol. 22, no. 3. [WOS]
--- SHIRAZI, A.H. - AGHAMOHAMMADI, C. - ANVARI, M. - BAHRAMINASAB, A. - TABAR, M.R.R. - PEINKE, J. - SAHIMI, M. - MARSILI, M. Scale dependence of the directional relationships between coupled time series. JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT. ISSN 1742-5468, FEB 2013. [WOS]
--- PROKOPENKO, M. - LIZIER, J.T. - PRICE, D.C. On Thermodynamic Interpretation of Transfer Entropy. ENTROPY. ISSN 1099-4300, FEB 2013, vol. 15, no. 2, p. 524-543. [WOS]
--- DASKALAKI, E. - DIEM, P. - MOUGIAKAKOU, S.G. Personalized Tuning of a Reinforcement Learning Control Algorithm for Glucose Regulation. 2013 35TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC). ISSN 1557-170X, 2013, p. 3491-3494. [WOS]
--- BIALONSKI, S. - LEHNERTZ, K. FROM TIME SERIES TO COMPLEX NETWORKS: AN OVERVIEW. RECENT ADVANCES IN PREDICTING AND PREVENTING EPILEPTIC SEIZURES. 2013, p. 132-147. [WOS]
--- GEIER, G. - KUHNERT, M.T. - ELGER, C.E. - LEHNERTZ, K. ON THE CENTRALITY OF THE FOCUS IN HUMAN EPILEPTIC BRAIN NETWORKS. RECENT ADVANCES IN PREDICTING AND PREVENTING EPILEPTIC SEIZURES. 2013, p. 175-185. [WOS]
--- JU, Z.J. - OUYANG, G.X. - LIU, H.H. EMG-EMG Correlation Analysis for Human Hand Movements. PROCEEDINGS OF THE 2013 IEEE WORKSHOP ON ROBOTIC INTELLIGENCE IN INFORMATIONALLY STRUCTURED SPACE (RIISS). 2013, p. 38-42. [WOS]
--- TAKAGUCHI, T. - SATO, N. - YANO, K. - MASUDA, N. Inferring directed static networks of influence from undirected temporal networks. 2013 IEEE 37TH ANNUAL COMPUTER SOFTWARE AND APPLICATIONS CONFERENCE (COMPSAC). ISSN 0730-3157, 2013, p. 155-156. [WOS]
--- LENNE, B. - BLANC, J.L. - NANDRINO, J.L. - GALLOIS, P. - HAUTECOEUR, P. - PEZARD, L. Decrease of mutual information in brain electrical activity of patients with relapsing-remitting multiple sclerosis. BEHAVIOURAL NEUROLOGY. ISSN 0953-4180, 2013, vol. 27, no. 2, p. 201-212. [WOS]
--- MARINAZZO, D. - WU, G. - PELLICORO, M. - STRAMAGLIA, S. Identification of informative subgraphs in brain networks. PHYSICS, COMPUTATION, AND THE MIND - ADVANCES AND CHALLENGES AT INTERFACES. ISSN 0094-243X, 2013, vol. 1510, p. 74-84. [WOS]
--- DIMPFL, T. - PETER, F.J. Using transfer entropy to measure information flows between financial markets. STUDIES IN NONLINEAR DYNAMICS AND ECONOMETRICS. ISSN 1081-1826, 2013, vol. 17, no. 1, p. 85-102. [WOS]
--- AMBLARD, P.O. - MICHEL, O.J.J. The Relation between Granger Causality and Directed Information Theory: A Review. ENTROPY. ISSN 1099-4300, JAN 2013, vol. 15, no. 1, p. 113-143. [WOS]
--- FAES, L. - NOLLO, G. - PORTA, A. Compensated Transfer Entropy as a Tool for Reliably Estimating Information Transfer in Physiological Time Series. ENTROPY. ISSN 1099-4300, JAN 2013, vol. 15, no. 1, p. 198-219. [WOS]
--- LIANG, X.S. The Liang-Kleeman Information Flow: Theory and Applications. ENTROPY. ISSN 1099-4300, JAN 2013, vol. 15, no. 1, p. 327-360. [WOS]
--- LI, J. - LIU, X.Z. - OUYANG, G.X. Permutation Conditional Mutual Information and Its Application to Epileptic EEG. 2013 INTERNATIONAL CONFERENCE ON COMPUTER SCIENCES AND APPLICATIONS (CSA). 2013, p. 733-736. [WOS]
--- KREUZ, T. Synchronization Measures. PRINCIPLES OF NEURAL CODING. 2013, p. 97-119. [WOS]
--- STRAMAGLIA, S. - WU, G.R. - PELLICORO, M. - MARINAZZO, D. Expanding the transfer entropy to identify information circuits in complex systems. PHYSICAL REVIEW E. ISSN 1539-3755, DEC 20 2012, vol. 86, no. 6, 2. [WOS]
--- HANNISDAL, B. - HENDERIKS, J. - LIOW, L.H. Long-term evolutionary and ecological responses of calcifying phytoplankton to changes in atmospheric CO2. GLOBAL CHANGE BIOLOGY. ISSN 1354-1013, DEC 2012, vol. 18, no. 12, p. 3504-3516. [WOS]
--- BOLLT, E.M. SYNCHRONIZATION AS A PROCESS OF SHARING AND TRANSFERRING INFORMATION. INTERNATIONAL JOURNAL OF BIFURCATION AND CHAOS. ISSN 0218-1274, NOV 2012, vol. 22, no. 11. [WOS]
--- DEL RIO, D. - CUESTA, P. - BAJO, R. - GARCIA-PACIOS, J. - LOPEZ-HIGES, R. - DEL-POZO, F. - MAESTU, F. Efficiency at rest: Magnetoencephalographic resting-state connectivity and individual differences in verbal working memory. INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY. ISSN 0167-8760, NOV 2012, vol. 86, no. 2, p. 160-167. [WOS]
--- CHICHARRO, D. - LEDBERG, A. Framework to study dynamic dependencies in networks of interacting processes. PHYSICAL REVIEW E. ISSN 1539-3755, OCT 3 2012, vol. 86, no. 4, 1. [WOS]
--- SMIRNOV, D.A. - BEZRUCHKO, B.P. Spurious causalities due to low temporal resolution: Towards detection of bidirectional coupling from time series. EPL. ISSN 0295-5075, OCT 2012, vol. 100, no. 1. [WOS]
--- BECKER, J.T. - CUESTA, P. - FABRIZIO, M. - SUDRE, G. - VERGIS, E.N. - DOUAIHY, A. - BAJO, R. - SCHUBERT, A. - LOPEZ, O.L. - PARKKONEN, L. - MAESTU, F. - BAGIC, A. Brain structural and functional recovery following initiation of combination antiretroviral therapy. JOURNAL OF NEUROVIROLOGY. ISSN 1355-0284, OCT 2012, vol. 18, no. 5, p. 423-427. [WOS]
--- WILMER, A. - DE LUSSANET, M. - LAPPE, M. Time-Delayed Mutual Information of the Phase as a Measure of Functional Connectivity. PLOS ONE. ISSN 1932-6203, SEP 18 2012, vol. 7, no. 9. [WOS]
--- BECKER, J.T. - BAJO, R. - FABRIZIO, M. - SUDRE, G. - CUESTA, P. - AIZENSTEIN, H.J. - LOPEZ, O.L. - WOLK, D. - PARKKONEN, L. - MAESTU, F. - BAGIC, A. Functional connectivity measured with magnetoencephalography identifies persons with HIV disease. BRAIN IMAGING AND BEHAVIOR. ISSN 1931-7557, SEP 2012, vol. 6, no. 3, p. 366-373. [WOS]
--- ANSMANN, G. - LEHNERTZ, K. Surrogate-assisted analysis of weighted functional brain networks. JOURNAL OF NEUROSCIENCE METHODS. ISSN 0165-0270, JUL 15 2012, vol. 208, no. 2, p. 165-172. [WOS]
--- RUNGE, J. - HEITZIG, J. - PETOUKHOV, V. - KURTHS, J. Escaping the Curse of Dimensionality in Estimating Multivariate Transfer Entropy. PHYSICAL REVIEW LETTERS. ISSN 0031-9007, JUN 21 2012, vol. 108, no. 25. [WOS]
--- KUHNERT, M.T. - GEIER, C. - ELGER, C.E. - LEHNERTZ, K. Identifying important nodes in weighted functional brain networks: A comparison of different centrality approaches. CHAOS. ISSN 1054-1500, JUN 2012, vol. 22, no. 2. [WOS]
--- LEE, J. - NEMATI, S. - SILVA, I. - EDWARDS, B.A. - BUTLER, J.P. - MALHOTRA, A. Transfer Entropy Estimation and Directional Coupling Change Detection in Biomedical Time Series. BIOMEDICAL ENGINEERING ONLINE. ISSN 1475-925X, APR 13 2012, vol. 11. [WOS]
--- FAES, L. - ERLA, S. - NOLLO, G. Compensating for Instantaneous Signal Mixing in Transfer Entropy Analysis of Neurobiological Time Series. 2012 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC). ISSN 1557-170X, 2012, p. 3672-3675. [WOS]
--- LU, N.Y. - JIANG, B. - WANG, L. - LU, J.H. - CHEN, X. A Fault Prognosis Strategy Based on Time-Delayed Digraph Model and Principal Component Analysis. MATHEMATICAL PROBLEMS IN ENGINEERING. ISSN 1024-123X, 2012. [WOS]
--- DUAN, P. - YANG, F. - CHEN, T.W. - SHAH, S.L. Detection of Direct Causality Based on Process Data. 2012 AMERICAN CONTROL CONFERENCE (ACC). ISSN 0743-1619, 2012, p. 3522-3527. [WOS]
--- SHIBUYA, T. - HARADA, T. - KUNIYOSHI, Y. Reliable index for measuring information flow. PHYSICAL REVIEW E. ISSN 1539-3755, DEC 6 2011, vol. 84, no. 6, 1. [WOS]
--- LI, Z.H. - OUYANG, G.X. - LI, D. - LI, X.L. Characterization of the causality between spike trains with permutation conditional mutual information. PHYSICAL REVIEW E. ISSN 1539-3755, AUG 25 2011, vol. 84, no. 2, 1. [WOS]
--- ANSMANN, G. - LEHNERTZ, K. Constrained randomization of weighted networks. PHYSICAL REVIEW E. ISSN 1539-3755, AUG 3 2011, vol. 84, no. 2, 2. [WOS]
--- PARLITZ, U. - SCHLEMMER, A. - LUTHER, S. Synchronization patterns in transient spiral wave dynamics. PHYSICAL REVIEW E. ISSN 1539-3755, MAY 20 2011, vol. 83, no. 5, 2. [WOS]
--- FAES, L. - NOLLO, G. - PORTA, A. Information-based detection of nonlinear Granger causality in multivariate processes via a nonuniform embedding technique. PHYSICAL REVIEW E. ISSN 1539-3755, MAY 11 2011, vol. 83, no. 5, 1. [WOS]
--- PAPANA, A. - KUGIUMTZIS, D. - LARSSON, P.G. Reducing the bias of causality measures. PHYSICAL REVIEW E. ISSN 1539-3755, MAR 21 2011, vol. 83, no. 3, 2. [WOS]
--- MARTINI, M. - KRANZ, T.A. - WAGNER, T. - LEHNERTZ, K. Inferring directional interactions from transient signals with symbolic transfer entropy. PHYSICAL REVIEW E. ISSN 1539-3755, JAN 28 2011, vol. 83, no. 1, 1. [WOS]
--- PORTA, A. - BASSANI, T. - BARI, V. - TAKAHASHI, A.C.M. - TOBALDINI, E. - CATAI, A.M. - MONTANO, N. Role of Respiration in Setting Causality among Cardiovascular Variability Series. 2011 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC). ISSN 1557-170X, 2011, p. 5923-5926. [WOS]
--- MASSAROPPE, L. - BACCALA, L.A. - SAMESHIMA, K. Semiparametric Detection of Nonlinear Causal Coupling Using Partial Directed Coherence. 2011 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC). ISSN 1557-170X, 2011, p. 5927-5930. [WOS]
--- HANNISDAL, B. Detecting common-cause relationships with directional information transfer. COMPARING THE GEOLOGICAL AND FOSSIL RECORDS: IMPLICATIONS FOR BIODIVERSITY STUDIES. ISSN 0305-8719, 2011, vol. 358, p. 19-29. [WOS]
--- MOLINI, A. - KATUL, G.G. - PORPORATO, A. Causality across rainfall time scales revealed by continuous wavelet transforms. JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES. ISSN 2169-897X, JUL 31 2010, vol. 115. [WOS]
--- ANGELINI, L. - DE TOMMASO, M. - MARINAZZO, D. - NITTI, L. - PELLICORO, M. - STRAMAGLIA, S. Redundant variables and Granger causality. PHYSICAL REVIEW E. ISSN 1539-3755, MAR 2010, vol. 81, no. 3, 2. [WOS]
--- SABESAN, S. - TSAKALIS, K. - SPANIAS, A. - IASEMIDIS, L. A Robust Estimation of Information Flow in Coupled Nonlinear Systems. COMPUTATIONAL NEUROSCIENC E. ISSN 1931-6828, 2010, vol. 38, p. 271-283. [WOS]
--- SMIRNOV, D.A. - MOKHOV, I.I. From Granger causality to long-term causality: Application to climatic data. PHYSICAL REVIEW E. ISSN 1539-3755, JUL 2009, vol. 80, no. 1, 2. [WOS]
--- LIANG, X.S. Information flow within stochastic dynamical systems. PHYSICAL REVIEW E. ISSN 1539-3755, SEP 2008, vol. 78, no. 3, 1. [WOS]
--- FAES, L. - PORTA, A. - NOLLO, G. Mutual nonlinear prediction as a tool to evaluate coupling strength and directionality in bivariate time series: Comparison among different strategies based on k nearest neighbors. PHYSICAL REVIEW E. ISSN 1539-3755, AUG 2008, vol. 78, no. 2, 2. [WOS]
--- MARINAZZO, D. - PELLICORO, M. - STRAMAGLIA, S. Kernel-Granger causality and the analysis of dynamical networks. PHYSICAL REVIEW E. ISSN 1539-3755, MAY 2008, vol. 77, no. 5, 2. [WOS]
--- PRUSSEIT, J. - LEHNERTZ, K. Measuring interdependences in dissipative dynamical systems with estimated Fokker-Planck coefficients. PHYSICAL REVIEW E. ISSN 1539-3755, APR 2008, vol. 77, no. 4, 1. [WOS]
--- MARTIN, E.A. - HLINKA, J. - MEINKE, A. - DECHTERENKO, F. - TINTERA, J. - OLIVER, I. - DAVIDSEN, J. Network Inference and Maximum Entropy Estimation on Information Diagrams. SCIENTIFIC REPORTS. ISSN 2045-2322, AUG 1 2017, vol. 7. [WOS]
--- CAI, R.C. - ZHANG, Z.J. - HAO, Z.F. - WINSLETT, M. Understanding Social Causalities Behind Human Action Sequences. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. ISSN 2162-237X, AUG 2017, vol. 28, no. 8, p. 1801-1813. [WOS]
--- YU, M.C. - HILLEBRAND, A. - GOUW, A.A. - STAM, C.J. Horizontal visibility graph transfer entropy (HVG-TE): A novel metric to characterize directed connectivity in large-scale brain networks. NEUROIMAGE. ISSN 1053-8119, AUG 1 2017, vol. 156, p. 249-264. [WOS]
--- GHARAHBAGHERI, H. - IMTIAZ, S. - KHAN, F. Combination of KPCA and causality analysis for root cause diagnosis of industrial process fault. CANADIAN JOURNAL OF CHEMICAL ENGINEERING. ISSN 0008-4034, AUG 2017, vol. 95, no. 8, p. 1497-1509. [WOS]
--- MA, H.F. - LENG, S.Y. - TAO, C.Y. - YING, X. - KURTHS, J. - LAI, Y.C. - LIN, W. Detection of time delays and directional interactions based on time series from complex dynamical systems. PHYSICAL REVIEW E. ISSN 2470-0045, JUL 25 2017, vol. 96, no. 1. [WOS]
--- DIKS, C. - FANG, H. Transfer Entropy for Nonparametric Granger Causality Detection: An Evaluation of Different Resampling Methods. ENTROPY. ISSN 1099-4300, JUL 2017, vol. 19, no. 7. [WOS]
--- HAMILTON, F. - SETZER, B. - CHAVEZ, S. - TRAN, H. - LLOYD, A.L. Adaptive filtering for hidden node detection and tracking in networks. CHAOS. ISSN 1054-1500, JUL 2017, vol. 27, no. 7. [WOS]
--- NERI, D. - RUBERTO, T. - CORD-CRUZ, G. - PORFIRI, M. Information theory and robotics meet to study predator-prey interactions. CHAOS. ISSN 1054-1500, JUL 2017, vol. 27, no. 7. [WOS]
--- PORTA, A. - BARI, V. - DE MARIA, B. - BAUMERT, M. A network physiology approach to the assessment of the link between sinoatrial and ventricular cardiac controls. PHYSIOLOGICAL MEASUREMENT. ISSN 0967-3334, JUL 2017, vol. 38, no. 7, p. 1472-1489. [WOS]
--- LEHNERTZ, K. - GEIER, C. - RINGS, T. - STAHN, K. Capturing time-varying brain dynamics. EPJ NONLINEAR BIOMEDICAL PHYSICS. ISSN 2195-0008, JUN 30 2017, vol. 5. [WOS]
--- XIONG, W.T. - FAES, L. - IVANOV, P.C. Entropy measures, entropy estimators, and their performance in quantifying complex dynamics: Effects of artifacts, nonstationarity, and long-range correlations. PHYSICAL REVIEW E. ISSN 2470-0045, JUN 12 2017, vol. 95, no. 6. [WOS]
--- WU, J. - XU, Y. - WANG, H.Y. - KURTHS, J. Information-based measures for logical stochastic resonance in a synthetic gene network under Levy flight superdiffusion. CHAOS. ISSN 1054-1500, JUN 2017, vol. 27, no. 6. [WOS]
--- PORTA, A. - DE MARIA, B. - BARI, V. - MARCHI, A. - FAES, L. Are Nonlinear Model-Free Conditional Entropy Approaches for the Assessment of Cardiac Control Complexity Superior to the Linear Model-Based One?. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING. ISSN 0018-9294, JUN 2017, vol. 64, no. 6, p. 1287-1296. [WOS]
--- OLEJARCZYK, E. - MARZETTI, L. - PIZZELLA, V. - ZAPPASODI, F. Comparison of connectivity analyses for resting state EEG data. JOURNAL OF NEURAL ENGINEERING. ISSN 1741-2560, JUN 2017, vol. 14, no. 3. [WOS]
--- PORTA, A. - MARCHI, A. - BARI, V. - DE MARIA, B. - ESLER, M. - LAMBERT, E. - BAUMERT, M. Assessing the strength of cardiac and sympathetic baroreflex controls via transfer entropy during orthostatic challenge. PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES. ISSN 1364-503X, MAY 17 2017, vol. 375, no. 2096. [WOS]
--- SCHUMANN, A. - SCHULZ, S. - VOSS, A. - SCHARBRODT, S. - BAUMERT, M. - BAR, K.J. Baroreflex Coupling Assessed by Cross-Compression Entropy. FRONTIERS IN PHYSIOLOGY. ISSN 1664-042X, MAY 10 2017, vol. 8. [WOS]
--- PORTA, A. - BARI, V. - DE MARIA, B. - PERSEGUINI, N.M. - MILAN, J. - REHDER-SANTOS, P. - MINATEL, V. - TAKAHASHI, A.C.M. - CATAI, A.M. Assessing the evolution of redundancy/synergy of spontaneous variability regulation with age. PHYSIOLOGICAL MEASUREMENT. ISSN 0967-3334, MAY 2017, vol. 38, no. 5, p. 940-958. [WOS]
--- BARI, V. - DE MARIA, B. - MAZZUCCO, C.E. - ROSSATO, G. - TONON, D. - NOLLO, G. - FAES, L. - PORTA, A. Cerebrovascular and cardiovascular variability interactions investigated through conditional joint transfer entropy in subjects prone to postural syncope. PHYSIOLOGICAL MEASUREMENT. ISSN 0967-3334, MAY 2017, vol. 38, no. 5, p. 976-991. [WOS]
--- ZANIN, M. - PAPO, D. Detecting switching and intermittent causalities in time series. CHAOS. ISSN 1054-1500, APR 2017, vol. 27, no. 4. [WOS]
--- WAN, X.G. - ZHAO, X. - YAU, S.S.T. An information-based network approach for protein classification. PLOS ONE. ISSN 1932-6203, MAR 28 2017, vol. 12, no. 3. [WOS]
--- ZHAI, L.S. - ZONG, Y.B. - WANG, H.M. - YAN, C. - GAO, Z.K. - JIN, N.D. Characterization of flow pattern transitions for horizontal liquid-liquid pipe flows by using multi-scale distribution entropy in coupled 3D phase space. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS. ISSN 0378-4371, MAR 1 2017, vol. 469, p. 136-147. [WOS]
--- STANKOVSKI, T. Time-varying coupling functions: Dynamical inference and cause of synchronization transitions. PHYSICAL REVIEW E. ISSN 2470-0045, FEB 7 2017, vol. 95, no. 2. [WOS]
--- GARCIA-PRIETO, J. - BAJO, R. - PEREDA, E. Efficient Computation of Functional Brain Networks:toward Real-Time Functional Connectivity. FRONTIERS IN NEUROINFORMATICS. ISSN 1662-5196, FEB 6 2017, vol. 11. [WOS]
--- GEIER, C. - LEHNERTZ, K. Which Brain Regions are Important for Seizure Dynamics in Epileptic Networks? Influence of Link Identification and EEG Recording Montage on Node Centralities. INTERNATIONAL JOURNAL OF NEURAL SYSTEMS. ISSN 0129-0657, FEB 2017, vol. 27, no. 1, SI. [WOS]
--- SMIRNOV, D.A. - MARWAN, N. - BREITENBACH, S.F.M. - LECHLEITNER, F. - KURTHS, J. Coping with dating errors in causality estimation. EPL. ISSN 0295-5075, JAN 2017, vol. 117, no. 1. [WOS]
--- KIM, P. - ROGERS, J. - SUN, J. - BOLLT, E. Causation Entropy Identifies Sparsity Structure for Parameter Estimation of Dynamic Systems. JOURNAL OF COMPUTATIONAL AND NONLINEAR DYNAMICS. ISSN 1555-1423, JAN 2017, vol. 12, no. 1. [WOS]
--- STRAMAGLIA, S. - ANGELINI, L. - WU, G.R. - CORTES, J.M. - FAES, L. - MARINAZZO, D. Synergetic and Redundant Information Flow Detected by Unnormalized Granger Causality: Application to Resting State fMRI. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING. ISSN 0018-9294, DEC 2016, vol. 63, no. 12, p. 2518-2524. [WOS]
--- ROSSO, O.A. - OSPINA, R. - FRERY, A.C. Classification and Verification of Handwritten Signatures with Time Causal Information Theory Quantifiers. PLOS ONE. ISSN 1932-6203, DEC 1 2016, vol. 11, no. 12. [WOS]
--- ITO, S. Backward transfer entropy: Informational measure for detecting hidden Markov models and its interpretations in thermodynamics, gambling and causality. SCIENTIFIC REPORTS. ISSN 2045-2322, NOV 11 2016, vol. 6. [WOS]
--- SOTERO, R.C. Topology, Cross-Frequency, and Same-Frequency Band Interactions Shape the Generation of Phase-Amplitude Coupling in a Neural Mass Model of a Cortical Column. PLOS COMPUTATIONAL BIOLOGY. ISSN 1553-734X, NOV 2016, vol. 12, no. 11. [WOS]
--- AMIGO, J.M. - MONETTI, R. - GRAFF, B. - GRAFF, G. Computing algebraic transfer entropy and coupling directions via transcripts. CHAOS. ISSN 1054-1500, NOV 2016, vol. 26, no. 11. [WOS]
--- LIANG, X.S. Information flow and causality as rigorous notions ab initio. PHYSICAL REVIEW E. ISSN 2470-0045, NOV 1 2016, vol. 94, no. 5. [WOS]
--- MARTIN, E.A. - HLINKA, J. - DAVIDSEN, J. Pairwise network information and nonlinear correlations. PHYSICAL REVIEW E. ISSN 2470-0045, OCT 27 2016, vol. 94, no. 4. [WOS]
--- BELLESIA, G. - BALES, B.B. Population dynamics, information transfer, and spatial organization in a chemical reaction network under spatial confinement and crowding conditions. PHYSICAL REVIEW E. ISSN 2470-0045, OCT 10 2016, vol. 94, no. 4. [WOS]
--- DICKTEN, H. - PORZ, S. - ELGER, C.E. - LEHNERTZ, K. Weighted and directed interactions in evolving large-scale epileptic brain networks. SCIENTIFIC REPORTS. ISSN 2045-2322, OCT 6 2016, vol. 6. [WOS]
--- CHENG, N. - LI, Q. - XU, X.X. - ZHANG, T. A Precise Annotation of Phase-Amplitude Coupling Intensity. PLOS ONE. ISSN 1932-6203, OCT 4 2016, vol. 11, no. 10. [WOS]
--- DIMITRIADIS, S. - SUN, Y. - LASKARIS, N. - THAKOR, N. - BEZERIANOS, A. Revealing Cross-Frequency Causal Interactions During a Mental Arithmetic Task Through Symbolic Transfer Entropy: A Novel Vector-Quantization Approach. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING. ISSN 1534-4320, OCT 2016, vol. 24, no. 10, p. 1017-1028. [WOS]
--- CIVITARESE, J. Volatility and correlation-based systemic risk measures in the US market. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS. ISSN 0378-4371, OCT 1 2016, vol. 459, p. 55-67. [WOS]
--- HARUNA, T. - FUJIKI, Y. Hodge Decomposition of Information Flow on Small-World Networks. FRONTIERS IN NEURAL CIRCUITS. ISSN 1662-5110, SEP 28 2016, vol. 10. [WOS]
--- KOUTLIS, C. - KUGIUMTZIS, D. Discrimination of coupling structures using causality networks from multivariate time series. CHAOS. ISSN 1054-1500, SEP 2016, vol. 26, no. 9. [WOS]
--- RINGS, T. - LEHNERTZ, K. Distinguishing between direct and indirect directional couplings in large oscillator networks: Partial or non-partial phase analyses?. CHAOS. ISSN 1054-1500, SEP 2016, vol. 26, no. 9. [WOS]
--- GRABOW, C. - MACINKO, J. - SILVER, D. - PORFIRI, M. Detecting causality in policy diffusion processes. CHAOS. ISSN 1054-1500, AUG 2016, vol. 26, no. 8. [WOS]
--- HIRATA, Y. - AMIGO, J.M. - MATSUZAKA, Y. - YOKOTA, R. - MUSHIAKE, H. - AIHARA, K. Detecting Causality by Combined Use of Multiple Methods: Climate and Brain Examples. PLOS ONE. ISSN 1932-6203, JUL 5 2016, vol. 11, no. 7. [WOS]
--- VAN MILLIGEN, B.P. - CARRERAS, B.A. - GARCIA, L. - DE AGUILERA, A.M. - HIDALGO, C. - NICOLAU, J.H. The causal relation between turbulent particle flux and density gradient. PHYSICS OF PLASMAS. ISSN 1070-664X, JUL 2016, vol. 23, no. 7. [WOS]
--- VAN MILLIGEN, B.P. - ESTRADA, T. - CARRERAS, B.A. - ASCASIBAR, E. - HIDALGO, C. - PASTOR, I. - FONTDECABA, J.M. - BALBIN, R. Causal impact of magnetic fluctuations in slow and fast L-H transitions at TJ-II. PHYSICS OF PLASMAS. ISSN 1070-664X, JUL 2016, vol. 23, no. 7. [WOS]
--- ZHAO, J. - ZHOU, Y.W. - ZHANG, X.J. - CHEN, L.N. Part mutual information for quantifying direct associations in networks. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA. ISSN 0027-8424, MAY 3 2016, vol. 113, no. 18, p. 5130-5135. [WOS]
--- MULLER, A. - KRAEMER, J.F. - PENZEL, T. - BONNEMEIER, H. - KURTHS, J. - WESSEL, N. Causality in physiological signals. PHYSIOLOGICAL MEASUREMENT. ISSN 0967-3334, MAY 2016, vol. 37, no. 5, p. R46-R72. [WOS]
--- BUTAIL, S. - MWAFFO, V. - PORFIRI, M. Model-free information-theoretic approach to infer leadership in pairs of zebrafish. PHYSICAL REVIEW E. ISSN 2470-0045, APR 18 2016, vol. 93, no. 4. [WOS]
--- BORGE-HOLTHOEFER, J. - PERRA, N. - GONCALVES, B. - GONZALEZ-BAILON, S. - ARENAS, A. - MORENO, Y. - VESPIGNANI, A. The dynamics of information-driven coordination phenomena: A transfer entropy analysis. SCIENCE ADVANCES. ISSN 2375-2548, APR 2016, vol. 2, no. 4. [WOS]
--- MOKHOV, I.I. - SMIRNOV, D.A. Relation between the variations in the global surface temperature, El Nio/La Nia phenomena, and the Atlantic Multidecadal Oscillation. DOKLADY EARTH SCIENCES. ISSN 1028-334X, APR 2016, vol. 467, no. 2, p. 384-388. [WOS]
--- TAO, C.Y. - FENG, J.F. Nonlinear association criterion, nonlinear Granger causality and related issues with applications to neuroimage studies. JOURNAL OF NEUROSCIENCE METHODS. ISSN 0165-0270, MAR 15 2016, vol. 262, p. 110-132. [WOS]
--- HE, S.K. - ZHENG, X.L. - ZENG, D. - LUO, C. - ZHANG, Z. Exploring Entrainment Patterns of Human Emotion in Social Media. PLOS ONE. ISSN 1932-6203, MAR 8 2016, vol. 11, no. 3. [WOS]
--- VAN MILLIGEN, B.P. - CARRERAS, B.A. - NEWMAN, D.E. Constructing criteria to diagnose the likelihood of extreme events in the case of the electric power grid. CHAOS. ISSN 1054-1500, MAR 2016, vol. 26, no. 3. [WOS]
--- PORTA, A. - BARI, V. - MARCHI, A. - DE MARIA, B. - TAKAHASHI, A.C.M. - GUZZETTI, S. - COLOMBO, R. - CATAI, A.M. - RAIMONDI, F. Effect of variations of the complexity of the target variable on the assessment of Wiener-Granger causality in cardiovascular control studies. PHYSIOLOGICAL MEASUREMENT. ISSN 0967-3334, FEB 2016, vol. 37, no. 2, p. 276-290. [WOS]
--- PORTA, A. - FAES, L. Wiener-Granger Causality in Network Physiology With Applications to Cardiovascular Control and Neuroscience. PROCEEDINGS OF THE IEEE. ISSN 0018-9219, FEB 2016, vol. 104, no. 2, SI, p. 282-309. [WOS]
--- MURARI, A. - PELUSO, E. - GELFUSA, M. - GARZOTTI, L. - FRIGIONE, D. - LUNGARONI, M. - PISANO, F. - GAUDIO, P. Application of transfer entropy to causality detection and synchronization experiments in tokamaks. NUCLEAR FUSION. ISSN 0029-5515, FEB 2016, vol. 56, no. 2. [WOS]
--- NIGAM, S. - SHIMONO, M. - ITO, S. - YEH, F.C. - TIMME, N. - MYROSHNYCHENKO, M. - LAPISH, C.C. - TOSI, Z. - HOTTOWY, P. - SMITH, W.C. - MASMANIDIS, S.C. - LITKE, A.M. - SPORNS, O. - BEGGS, J.M. Rich-Club Organization in Effective Connectivity among Cortical Neurons. JOURNAL OF NEUROSCIENCE. ISSN 0270-6474, JAN 20 2016, vol. 36, no. 3, p. 670-684. [WOS]
--- MURIN, Y. - KIM, J. - GOLDSMITH, A. Tracking Epileptic Seizure Activity via Information Theoretic Graphs. 2016 50TH ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS AND COMPUTERS. ISSN 1058-6393, 2016, p. 583-587. [WOS]
--- LIOTSIOU, D. - MOREAU, L. - HALFORD, S. Social Influence: From Contagion to a Richer Causal Understanding. SOCIAL INFORMATICS, PT II. ISSN 0302-9743, 2016, vol. 10047, p. 116-132. [WOS]
--- BENOZZO, D. - OLIVETTI, E. - AVESANI, P. Classification-Based Causality Detection in Time Series. MACHINE LEARNING AND INTERPRETATION IN NEUROIMAGING, MLINI 2014. ISSN 0302-9743, 2016, vol. 9444, p. 85-93. [WOS]
--- ANDERSON, R.P. - JIMENEZ, G. - BAE, J.Y. - SILVER, D. - MACINKO, J. - PORFIRI, M. Understanding Policy Diffusion in the US: An Information-Theoretical Approach to Unveil Connectivity Structures in Slowly Evolving Complex Systems. SIAM JOURNAL ON APPLIED DYNAMICAL SYSTEMS. ISSN 1536-0040, 2016, vol. 15, no. 3, p. 1384-1409. [WOS]
--- SONGHORZADEH, M. - ANSARI-ASL, K. - MAHMOUDI, A. Inferring time-varying brain connectivity graph based on a new method for link estimation. NETWORK-COMPUTATION IN NEURAL SYSTEMS. ISSN 0954-898X, 2016, vol. 27, no. 1, p. 1-28. [WOS]
--- KATHARI, S. - TANGIRALA, A.K. Estimation of network connectivity strengths in linear causal dynamic systems. IFAC PAPERSONLINE. ISSN 2405-8963, 2016, vol. 49, no. 1, p. 77-82. [WOS]
--- KURT, Z. - AYDIN, N. - ALTAY, G. Comprehensive review of association estimators for the inference of gene networks. TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES. ISSN 1300-0632, 2016, vol. 24, no. 3, p. 695-U1401. [WOS]
--- HE, S.K. - ZHENG, X.L. - ZENG, D. A model-free scheme for meme ranking in social media. DECISION SUPPORT SYSTEMS. ISSN 0167-9236, JAN 2016, vol. 81, p. 1-11. [WOS]
--- WEN, D. - BIAN, Z.J. - LI, Q.L. - WANG, L. - LU, C.B. - LI, X.L. Resting-state EEG coupling analysis of amnestic mild cognitive impairment with type 2 diabetes mellitus by using permutation conditional mutual information. CLINICAL NEUROPHYSIOLOGY. ISSN 1388-2457, JAN 2016, vol. 127, no. 1, p. 335-348. [WOS]
--- MANNINO, M. - BRESSLER, S.L. Foundational perspectives on causality in large-scale brain networks. PHYSICS OF LIFE REVIEWS. ISSN 1571-0645, DEC 2015, vol. 15, p. 107-123. [WOS]
--- HAN, M. - REN, W.J. Global mutual information-based feature selection approach using single-objective and multi-objective optimization. NEUROCOMPUTING. ISSN 0925-2312, NOV 30 2015, vol. 168, p. 47-54. [WOS]
--- DONGES, J.F. - HEITZIG, J. - BERONOV, B. - WIEDERMANN, M. - RUNGE, J. - FENG, Q.Y. - TUPIKINA, L. - STOLBOVA, V. - DONNER, R.V. - MARWAN, N. - DIJKSTRA, H.A. - KURTHS, J. Unified functional network and nonlinear time series analysis for complex systems science: The pyunicorn package. CHAOS. ISSN 1054-1500, NOV 2015, vol. 25, no. 11. [WOS]
--- GOODWELL, A. - KUMAR, P. Information Theoretic Measures to Infer Feedback Dynamics in Coupled Logistic Networks. ENTROPY. ISSN 1099-4300, NOV 2015, vol. 17, no. 11, p. 7468-7492. [WOS]
--- PORTA, A. - FAES, L. - MARCHI, A. - BARI, V. - DE MARIA, B. - GUZZETTI, S. - COLOMBO, R. - RAIMONDI, F. Disentangling cardiovascular control mechanisms during head-down tilt via joint transfer entropy and self-entropy decompositions. FRONTIERS IN PHYSIOLOGY. ISSN 1664-042X, OCT 27 2015, vol. 6. [WOS]
--- HUANG, C.S. - PAL, N.R. - CHUANG, C.H. - LIN, C.T. Identifying changes in EEG information transfer during drowsy driving by transfer entropy. FRONTIERS IN HUMAN NEUROSCIENCE. ISSN 1662-5161, OCT 23 2015, vol. 9. [WOS]
--- SMIRNOV, D.A. - MOKHOV, I.I. Relating Granger causality to long-term causal effects. PHYSICAL REVIEW E. ISSN 2470-0045, OCT 16 2015, vol. 92, no. 4. [WOS]
--- SHIMONO, M. - BEGGS, J.M. Functional Clusters, Hubs, and Communities in the Cortical Microconnectome. CEREBRAL CORTEX. ISSN 1047-3211, OCT 2015, vol. 25, no. 10, p. 3743-3757. [WOS]
--- MARQUES, V.M. - MUNARO, C.J. - SHAH, S.L. Detection of Causal Relationships Based on Residual Analysis. IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING. ISSN 1545-5955, OCT 2015, vol. 12, no. 4, p. 1525-1534. [WOS]
--- BROVELLI, A. - CHICHARRO, D. - BADIER, J.M. - WANG, H.F. - JIRSA, V. Characterization of Cortical Networks and Corticocortical Functional Connectivity Mediating Arbitrary Visuomotor Mapping. JOURNAL OF NEUROSCIENCE. ISSN 0270-6474, SEP 16 2015, vol. 35, no. 37, p. 12643-12658. [WOS]
--- FAHLE, M. - HOHENBRINK, T.L. - DIETRICH, O. - LISCHEID, G. Temporal variability of the optimal monitoring setup assessed using information theory. WATER RESOURCES RESEARCH. ISSN 0043-1397, SEP 2015, vol. 51, no. 9, p. 7723-7743. [WOS]
--- LI, L. - SU, X.N. - WANG, Y.W. - LIN, Y.T. - LI, Z.H. - LI, Y.B. Robust causal dependence mining in big data network and its application to traffic flow predictions. TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES. ISSN 0968-090X, SEP 2015, vol. 58, B, SI, p. 292-307. [WOS]
--- LIANG, X.S. Normalizing the causality between time series. PHYSICAL REVIEW E. ISSN 2470-0045, AUG 17 2015, vol. 92, no. 2. [WOS]
--- BARNETT, L. - SETH, A.K. Granger causality for state-space models. PHYSICAL REVIEW E. ISSN 2470-0045, APR 23 2015, vol. 91, no. 4. [WOS]
--- FAES, L. - KUGIUMTZIS, D. - NOLLO, G. - JURYSTA, F. - MARINAZZO, D. Estimating the decomposition of predictive information in multivariate systems. PHYSICAL REVIEW E. ISSN 2470-0045, MAR 6 2015, vol. 91, no. 3. [WOS]
--- BOBA, P. - BOLLMANN, D. - SCHOEPE, D. - WESTER, N. - WIESEL, J. - HAMACHER, K. Efficient computation and statistical assessment of transfer entropy. FRONTIERS IN PHYSICS. ISSN 2296-424X, MAR 3 2015, vol. 3. [WOS]
--- POILINCA, S. - ABREU, G. Nonparametric Estimation of Information Causality between Analog Narrowband Signals. 2015 12TH INTERNATIONAL SYMPOSIUM ON WIRELESS COMMUNICATION SYSTEMS (ISWCS). 2015. [WOS]
--- LEBEDA, K. - HADFIELD, S. - BOWDEN, R. Exploring Causal Relationships in Visual Object Tracking. 2015 IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV). ISSN 1550-5499, 2015, p. 3065-3073. [WOS]
--- POILINCA, S. - PARAJULI, J. - ABREU, G. Causal Graph Inference. 2015 49TH ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS AND COMPUTERS. 2015, p. 1209-1213. [WOS]
--- ZHU, J. - BELLANGER, J.J. - SHU, H.Z. - JEANNES, R.L. INVESTIGATING BIAS IN NON-PARAMETRIC MUTUAL INFORMATION ESTIMATION. 2015 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING (ICASSP). ISSN 1520-6149, 2015, p. 3971-3975. [WOS]
--- MAESTU, F. - PENA, J.M. - GARCES, P. - GONZALEZ, S. - BAJO, R. - BAGIC, A. - CUESTA, P. - FUNKE, M. - MAKELA, J.P. - MENASALVAS, E. - NAKAMURA, A. - PARKKONEN, L. - LOPEZ, M.E. - DEL POZO, F. - SUDRE, G. - ZAMRINI, E. - PEKKONEN, E. - HENSON, R.N. - BECKER, J.T. A multicenter study of the early detection of synaptic dysfunction in Mild Cognitive Impairment using Magnetoencephalography-derived functional connectivity. NEUROIMAGE-CLINICAL. ISSN 2213-1582, 2015, vol. 9, p. 103-109. [WOS]
--- MASSAROPPE, L. - BACCALA, L.A. Kernel-nonlinear-PDC extends Partial Directed Coherence to Detecting Nonlinear Causal Coupling. 2015 37TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC). ISSN 1557-170X, 2015, p. 2864-2867. [WOS]
--- STRAMAGLIA, S. - ANGELINI, L. - CORTES, J.M. - MARINAZZO, D. Synergy, redundancy and unnormalized Granger causality. 2015 37TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC). ISSN 1557-170X, 2015, p. 4037-4040. [WOS]
--- VALENZA, G. - FAES, L. - CITI, L. - ORINI, M. - BARBIERI, R. Instantaneous Transfer Entropy for the Study of Cardio-Respiratory Dynamics. 2015 37TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC). ISSN 1557-170X, 2015, p. 7885-7888. [WOS]
--- SARKAR, S. - JHA, D.K. - RAY, A. - LI, Y. Dynamic Data-driven Symbolic Causal Modeling for Battery Performance & Health Monitoring. 2015 18TH INTERNATIONAL CONFERENCE ON INFORMATION FUSION (FUSION). 2015, p. 1395-1402. [WOS]
--- SHI, J.F. - ZHAO, J. - LI, T.J. - CHEN, L.N. Detecting direct associations in a network by information theoretic approaches. SCIENCE CHINA-MATHEMATICS. ISSN 1674-7283, MAY 2019, vol. 62, no. 5, p. 823-838. [WOS]
--- RINGS, T. - MAZAREI, M. - AKHSHI, A. - GEIER, C. - TABAR, M.R.R. - LEHNERTZ, K. Traceability and dynamical resistance of precursor of extreme events. SCIENTIFIC REPORTS. ISSN 2045-2322, FEB 11 2019, vol. 9. [WOS]
--- NAM, K. - SEONG, N. Financial news-based stock movement prediction using causality analysis of influence in the Korean stock market. DECISION SUPPORT SYSTEMS. ISSN 0167-9236, FEB 2019, vol. 117, p. 100-112. [WOS]
--- ZOU, Y. - DONNER, R.V. - MARWAN, N. - DONGES, J.F. - KURTHS, J. Complex network approaches to nonlinear time series analysis. PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS. ISSN 0370-1573, JAN 21 2019, vol. 787, p. 1-97. [WOS]
--- BUTAIL, S. - PORFIRI, M. Detecting switching leadership in collective motion. CHAOS. ISSN 1054-1500, JAN 2019, vol. 29, no. 1. [WOS]
--- CRACIUNESCU, T. - MURARI, A. - GELFUSA, M. Improving Entropy Estimates of Complex Network Topology for the Characterization of Coupling in Dynamical Systems. ENTROPY. ISSN 1099-4300, NOV 2018, vol. 20, no. 11. [WOS]
--- ZHU, J.Y. - ZHANG, C. - ZHANG, H.C. - ZHI, S. - LI, V.O.K. - HAN, J.W. - ZHENG, Y. pg-Causality: Identifying Spatiotemporal Causal Pathways for Air Pollutants with Urban Big Data. IEEE TRANSACTIONS ON BIG DATA. ISSN 2332-7790, OCT-DEC 2018, vol. 4, no. 4, p. 571-585. [WOS]
--- ZHOU, S. - XIE, P. - CHEN, X.L. - WANG, Y.B. - ZHANG, Y.Y. - DU, Y.H. Optimization of relative parameters in transfer entropy estimation and application to corticomuscular coupling in humans. JOURNAL OF NEUROSCIENCE METHODS. ISSN 0165-0270, OCT 1 2018, vol. 308, p. 276-285. [WOS]
--- LUO, D.Y. - PAN, W.F. - LI, Y.F. - FENG, K.C. - LIU, G.Z. The Interaction Analysis between the Sympathetic and Parasympathetic Systems in CHF by Using Transfer Entropy Method. ENTROPY. ISSN 1099-4300, OCT 2018, vol. 20, no. 10. [WOS]
--- PORTA, A. - BARI, V. - DE MARIA, B. - CAIRO, B. - VAINI, E. - PERSEGUINI, N.M. - MILAN-MATTOS, J. - REHDER-SANTOS, P. - MINATEL, V. - TAKAHASHI, A.C.M. - CATAI, A.M. Comparison between probabilistic and Wiener-Granger causality in assessing modifications of the cardiac baroreflex control with age. PHYSIOLOGICAL MEASUREMENT. ISSN 0967-3334, OCT 2018, vol. 39, no. 10. [WOS]
--- ZANIN, M. - BELKOURA, S. On the applicability of the Lead/Lag Ratio in causality assessment. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS. ISSN 0378-4371, SEP 15 2018, vol. 506, p. 186-196. [WOS]
--- MWAFFO, V. - KESHAVAN, J. - HEDRICK, T.L. - HUMBERT, S. Detecting intermittent switching leadership in coupled dynamical systems. SCIENTIFIC REPORTS. ISSN 2045-2322, JUL 9 2018, vol. 8. [WOS]
--- RUNGE, J. Causal network reconstruction from time series: From theoretical assumptions to practical estimation. CHAOS. ISSN 1054-1500, JUL 2018, vol. 28, no. 7. [WOS]
--- AMIGO, J.M. - HIRATA, Y. Detecting directional couplings from multivariate flows by the joint distance distribution. CHAOS. ISSN 1054-1500, JUL 2018, vol. 28, no. 7. [WOS]
--- SMIRNOV, D.A. Transient and equilibrium causal effects in coupled oscillators. CHAOS. ISSN 1054-1500, JUL 2018, vol. 28, no. 7. [WOS]
--- SANZ-GARCIA, A. - RINGS, T. - LEHNERTZ, K. Impact of type of intracranial EEG sensors on link strengths of evolving functional brain networks. PHYSIOLOGICAL MEASUREMENT. ISSN 0967-3334, JUL 2018, vol. 39, no. 7. [WOS]
--- HANNISDAL, B. - LIOW, L.H. Causality from palaeontological time series. PALAEONTOLOGY. ISSN 0031-0239, JUL 2018, vol. 61, no. 4, p. 495-509. [WOS]
--- CABUZ, S. - ABREU, G. Causal inference for multivariate stochastic process prediction. INFORMATION SCIENCES. ISSN 0020-0255, JUN 2018, vol. 448, p. 134-148. [WOS]
--- CEKIC, S. - GRANDJEAN, D. - RENAUD, O. Time, frequency, and time-varying Granger-causality measures in neuroscience. STATISTICS IN MEDICINE. ISSN 0277-6715, MAY 20 2018, vol. 37, no. 11, p. 1910-1931. [WOS]
--- CATARON, A. - ANDONIE, R. Transfer Information Energy: A Quantitative Indicator of Information Transfer between Time Series. ENTROPY. ISSN 1099-4300, MAY 2018, vol. 20, no. 5. [WOS]
--- VALENZA, G. - FAES, L. - CITI, L. - ORINI, M. - BARBIERI, R. Instantaneous Transfer Entropy for the Study of Cardiovascular and Cardiorespiratory Nonstationary Dynamics. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING. ISSN 0018-9294, MAY 2018, vol. 65, no. 5, p. 1077-1085. [WOS]
--- WDOWCZYK, J. - MAKOWIEC, D. - GRUCHALA, M. - WEJER, D. - STRUZIK, Z.R. Dynamical Landscape of Heart Rhythm in Long-Term Heart Transplant Recipients: A Way to Discern Erratic Rhythms. FRONTIERS IN PHYSIOLOGY. ISSN 1664-042X, APR 9 2018, vol. 9. [WOS]
--- MATSUMOTO, T. - SAGAWA, T. Role of sufficient statistics in stochastic thermodynamics and its implication to sensory adaptation. PHYSICAL REVIEW E. ISSN 2470-0045, APR 5 2018, vol. 97, no. 4. [WOS]
--- MAKOWIEC, D. - WEJER, D. - GRAFF, B. - STRUZIK, Z.R. Dynamical Pattern Representation of Cardiovascular Couplings Evoked by Head-up Tilt Test. ENTROPY. ISSN 1099-4300, APR 2018, vol. 20, no. 4. [WOS]
--- ZHANG, J. Low-dimensional approximation searching strategy for transfer entropy from non-uniform embedding. PLOS ONE. ISSN 1932-6203, MAR 16 2018, vol. 13, no. 3. [WOS]
--- PENNA, M.P. - AGUS, M. - HITCHCOTT, P.K. - PESSA, E. Psychometric methods: The need for new conceptual advances. MEASUREMENT. ISSN 0263-2241, MAR 2018, vol. 117, p. 96-107. [WOS]
--- MA, H.F. - LENG, S.Y. - CHEN, L.N. Data-based prediction and causality inference of nonlinear dynamics. SCIENCE CHINA-MATHEMATICS. ISSN 1674-7283, MAR 2018, vol. 61, no. 3, p. 403-420. [WOS]
--- SHI, D.W. - GUO, Z.Y. - JOHANSSON, K.H. - SHI, L. Causality Countermeasures for Anomaly Detection in Cyber-Physical Systems. IEEE TRANSACTIONS ON AUTOMATIC CONTROL. ISSN 0018-9286, FEB 2018, vol. 63, no. 2, p. 386-401. [WOS]
--- MATEOS, D.M. - ERRA, R.G. - WENNBERG, R. - VELAZQUEZ, J.L.P. Measures of entropy and complexity in altered states of consciousness. COGNITIVE NEURODYNAMICS. ISSN 1871-4080, FEB 2018, vol. 12, no. 1, p. 73-84. [WOS]
--- GARG, A. - TANGIRALA, A.K. Metrics for Interaction Assessment in Multivariable Control Systems Using Directional Analysis. INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH. ISSN 0888-5885, JAN 24 2018, vol. 57, no. 3, p. 967-979. [WOS]
--- RAHIMZAMANI, A. - ASNANI, H. - VISWANATH, P. - KANNAN, S. Estimators for Multivariate Information Measures in General Probability Spaces. ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 31 (NIPS 2018). ISSN 1049-5258, 2018, vol. 31. [WOS]
--- WANG, X.Y. - CHEN, C.L. - MIN, Y. - HE, J.P. - ZHANG, Y. Vehicular Transportation System Enabling Traffic Monitoring: A Heterogeneous Data Fusion Method. 2018 10TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS AND SIGNAL PROCESSING (WCSP). ISSN 2325-3746, 2018. [WOS]
--- SAHA, H. - LIU, C. - JIANG, Z.H. - SARKAR, S. Exploring Granger causality in dynamical systems modeling and performance monitoring. 2018 IEEE CONFERENCE ON DECISION AND CONTROL (CDC). ISSN 0743-1546, 2018, p. 2537-2542. [WOS]
--- DANIEL, R. - PANDEY, V. - BHAT, K.R. - RAO, A.K. - SINGH, R. - CHANDRA, S. An Empirical Evaluation of Short-Term Memory Retention Using Different High-density EEG Based Brain Connectivity Measures. 2018 26TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO). ISSN 2076-1465, 2018, p. 1387-1391. [WOS]
--- BAE, H.J. - ENCINAR, M.P. - LOZANO-DURAN, A. Causal analysis of self-sustaining processes in the logarithmic layer of wall-bounded turbulence. THIRD MADRID SUMMER SCHOOL ON TURBULENCE. ISSN 1742-6588, 2018, vol. 1001. [WOS]
--- RAZAK, F.A. - WAN, X.G. - JENSEN, H.J. Information theoretic measures of causality: music performance as a case study. HANDBOOK OF RESEARCH METHODS IN COMPLEXITY SCIENCE: THEORY AND APPLICATIONS. 2018, p. 45-53. [WOS]
--- DIAMANDIS, T. - MURIN, Y. - GOLDSMITH, A. Ranking Causal Influence of Financial Markets via Directed Information Graphs. 2018 52ND ANNUAL CONFERENCE ON INFORMATION SCIENCES AND SYSTEMS (CISS). 2018. [WOS]
--- ZHENG, L.R. - LI, Y.F. - CHEN, W.H. - WANG, Q. - JIANG, Q. - LIU, G.Z. Detection of Respiration Movement Asymmetry Between the Left and Right Lungs Using Mutual Information and Transfer Entropy. IEEE ACCESS. ISSN 2169-3536, 2018, vol. 6. [WOS]
--- PORFIRI, M. - MARIN, M.R. Symbolic dynamics of animal interaction. JOURNAL OF THEORETICAL BIOLOGY. ISSN 0022-5193, DEC 21 2017, vol. 435, p. 145-156. [WOS]
--- HASTINGS, H.M. - DAVIDSEN, J. - LEUNG, H. Challenges in the analysis of complex systems: introduction and overview. EUROPEAN PHYSICAL JOURNAL-SPECIAL TOPICS. ISSN 1951-6355, DEC 2017, vol. 226, no. 15, SI, p. 3185-3197. [WOS]
--- STAHN, K. - LEHNERTZ, K. Surrogate-assisted identification of influences of network construction on evolving weighted functional networks. CHAOS. ISSN 1054-1500, DEC 2017, vol. 27, no. 12. [WOS]
--- JELFS, B. - CHAN, R.H.M. Directionality indices: Testing information transfer with surrogate correction. PHYSICAL REVIEW E. ISSN 2470-0045, NOV 27 2017, vol. 96, no. 5. [WOS]
--- STANKOVSKI, T. - PEREIRA, T. - MCCLINTOCK, P.V.E. - STEFANOVSKA, A. Coupling functions: Universal insights into dynamical interaction mechanisms. REVIEWS OF MODERN PHYSICS. ISSN 0034-6861, NOV 6 2017, vol. 89, no. 4. [WOS]
--- ANDERSEN, H.K. PATTERNS, INFORMATION, AND CAUSATION. JOURNAL OF PHILOSOPHY. ISSN 0022-362X, NOV 2017, vol. 114, no. 11, p. 592-622. [WOS]
--- REITAN, T. - LIOW, L.H. An unknown Phanerozoic driver of brachiopod extinction rates unveiled by multivariate linear stochastic differential equations. PALEOBIOLOGY. ISSN 0094-8373, NOV 2017, vol. 43, no. 4, p. 537-549. [WOS]
--- SANTOS, F.P. - MACIEL, C.D. - NEWLAND, P.L. Pre-processing and transfer entropy measures in motor neurons controlling limb movements. JOURNAL OF COMPUTATIONAL NEUROSCIENCE. ISSN 0929-5313, OCT 2017, vol. 43, no. 2, p. 159-171. [WOS]
--- SMIRNOV, D.A. - BREITENBACH, S.F.M. - FEULNER, G. - LECHLEITNER, F.A. - PRUFER, K.M. - BALDINI, J.U.L. - MARWAN, N. - KURTHS, J. A regime shift in the Sun-Climate connection with the end of the Medieval Climate Anomaly. SCIENTIFIC REPORTS. ISSN 2045-2322, SEP 11 2017, vol. 7. [WOS]
--- CUCURACHI, S. - SUH, S. Cause-effect analysis for sustainable development policy. ENVIRONMENTAL REVIEWS. ISSN 1208-6053, SEP 2017, vol. 25, no. 3, p. 358-379. [WOS]
--- WANG, R.X. - GAO, J.M. - GAO, Z.Y. - GAO, X. - JIANG, H.Q. - LIANG, Z.M. Interaction analysis-based information modeling of complex electromechanical systems in the processing industry. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART I-JOURNAL OF SYSTEMS AND CONTROL ENGINEERING. ISSN 0959-6518, SEP 2017, vol. 231, no. 8, p. 638-651. [WOS]
--- MWAFFO, V. - BUTAIL, S. - PORFIRI, M. Analysis of Pairwise Interactions in a Maximum Likelihood Sense to Identify Leaders in a Group. FRONTIERS IN ROBOTICS AND AI. ISSN 2296-9144, JUL 31 2017, vol. 4. [WOS]
--- ZHU, J.Y. - SUN, C.X. - LI, V.O.K. An Extended Spatio-Temporal Granger Causality Model for Air Quality Estimation with Heterogeneous Urban Big Data. IEEE TRANSACTIONS ON BIG DATA. ISSN 2332-7790, JUL-SEP 2017, vol. 3, no. 3, p. 307-319. [WOS]
--- GOODWELL, A.E. - KUMAR, P. Temporal Information Partitioning Networks (TIPNets): A process network approach to infer ecohydrologic shifts. WATER RESOURCES RESEARCH. ISSN 0043-1397, JUL 2017, vol. 53, no. 7, p. 5899-5919. [WOS]
--- BHATTACHARYA, G. - GHOSH, K. - CHOWDHURY, A.S. Granger Causality Driven AHP for Feature Weighted kNN. PATTERN RECOGNITION. ISSN 0031-3203, JUN 2017, vol. 66, SI, p. 425-436. [WOS]
--- HLAVACKOVA-SCHINDLER, K. - NAUMOVA, V. - PEREVERZYEV, S. Multi-Penalty Regularization for Detecting Relevant Variables. RECENT APPLICATIONS OF HARMONIC ANALYSIS TO FUNCTION SPACES, DIFFERENTIAL EQUATIONS, AND DATA SCIENCE: NOVEL METHODS IN HARMONIC ANALYSIS, VOL 2. 2017, p. 889-916. [WOS]
--- CHEN, H. - YAN, J. - GU, Y. - SONG, Y. - LI, X.L. Mutual Information Analysis of EEG of Children with Attention-Deficit/Hyperactivity Disorder. 2017 CHINESE AUTOMATION CONGRESS (CAC). 2017, p. 2342-2347. [WOS]
--- CATARON, A. - ANDONIE, R. Transfer Information Energy: A Quantitative Causality Indicator Between Time Series. ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING, PT II. ISSN 0302-9743, 2017, vol. 10614, p. 512-519. [WOS]
--- BOURI, E. - KACHACHA, I. - LIEN, D. - ROUBAUD, D. Short- and long-run causality across the implied volatility of crude oil and agricultural commodities. ECONOMICS BULLETIN. ISSN 1545-2921, 2017, vol. 37, no. 2, p. 1077-1088. [WOS]
--- ENGELS, M.M.A. - YU, M. - STAM, C.J. - GOUW, A.A. - VAN DER FLIER, W.M. - SCHELTENS, P. - VAN STRAATEN, E.C.W. - HILLEBRAND, A. Directional information flow in patients with Alzheimer's disease. A source-space resting-state MEG study. NEUROIMAGE-CLINICAL. ISSN 2213-1582, 2017, vol. 15, p. 673-681. [WOS]
--- STRAMAGLIA, S. - BASSEZ, I. - FAES, L. - MARINAZZO, D. Multiscale Granger causality analysis by a trous wavelet transform. 2017 7TH IEEE INTERNATIONAL WORKSHOP ON ADVANCES IN SENSORS AND INTERFACES (IWASI). 2017, p. 25-28. [WOS]
--- SU, J.J. - WANG, D.Z. - ZHANG, Y.N. - YANG, F. - ZHAO, Y. - PANG, X.K. Capturing Causality for Fault Diagnosis Based on Multi-Valued Alarm Series Using Transfer Entropy. ENTROPY. ISSN 1099-4300, DEC 2017, vol. 19, no. 12. [WOS]