Publications

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List of research articles citing EntropyHub

2025

• On generalized bidimensional ensemble permutation entropy

  M. Muñoz-Guillermo

  Chaos

• Addressing Challenges in Time Series Forecasting: A Comprehensive Comparison of Machine Learning Techniques

  Seyedeh Azadeh Fallah Mortezanejad, Ruochen Wang

  arXiv

• Detection and Severity Classification of Sleep Apnea Using Continuous Wearable SpO2 Signals: A Multi-Scale Feature Approach

  Nhung H. Hoang, Zilu Liang

  Sensors (MDPI)

• Action Complexity Modulates Motor Performance in the Emotional Oddball Task

  Junfu Tian,Guanghui Zhang,Qi Zhao, Yingzhi Lu

  Journal of Neurophysiology

• Uncertainty during visual search: Insights from a computational model and behavioral experiment in natural stimuli

  Gaston Bujia, Gonzalo Ruarte, Melanie Sclar, Guillermo Solovey, Juan E. Kamienkowski

  BioRxiv

• Enhancing multiple sclerosis diagnosis: A comparative study of electroencephalogram signal processing and entropy methods

  Umut Aslan and Mehmet Feyzi Akşahin

  Computers in Medicine and Biology

• Multimodal feature fusion and ensemble learning for non-intrusive occupancy monitoring using smart meters

  Sakib Mahmud, Faycal Bensaali, Muhammad EH Chowdhury, Mahdi Houchati

  Building and Environment

• Using a Composite Summary of Daily Sex Hormones to Gauge Time Until Menopause: A Focus on Pregnanediol Glucuronide (PDG) Get access Arrow

  JF Winkles, A Colvin, SR El Khoudary, N Santoro, M Sammel, S Crawford

  Journal of Clinical Endocrinology & Metabolism

• Spatial Cognitive Electroencephalogram Network Topological Features Extraction Based on Cross Fuzzy Entropy Network Graph

  Y Zhou, X Liu, D Wen, S Xu, X Wan, H Lu

  Symmetry (MDPI)

• Single-neuron spiking variability in hippocampus dynamically tracks sensory content during memory formation in humans

  Leonhard Waschke, Fabian Kamp, Evi van den Elzen, Suresh Krishna, Ulman Lindenberger, Ueli Rutishauser, Douglas D. Garrett

  Nature Communications

• A weighted frequency domain energy operator spectral method based on soft thresholding fast iterative filtering for rolling bearing incipient fault feature extraction

  W Jiang, H Jiang, R Yao, M Mu, Y Liu

  Structural Health Monitoring

• A Comprehensive Assessment of EEG Entropy Measures for Bipolar Disorder Diagnosis Using Machine Learning

  H Bagheri, SR Mahdavi, NE Eyvazzadeh, A Neshaseh-Riz, MS Rad, S Sadeghi

  IEEE Access

2024

• A novel chirp-based 2D hyperchaotic map for enhanced image encryption

  M Demirtaş and S Altunkaya

  Physica Scripta

• Quantifying the memory and dynamical stability of magnetar bursts

  Y Sang and H-N Lin

  Chinese Physics C

• Input-Output Optics as a Causal Time Series Mapping: A Generative Machine Learning Solution

  A Sen, BK Parida, K Jacobs, DI Bondar

  arXiv

• Effects of Stroboscopic Goggles on Standing Balance in the Spatiotemporal and Frequency Domains: An Exploratory Study

  ME McCreary, CM Lapish, NM Lewis, RD Swearinger, DP Ferris, EM Pliner

  Journal of Applied Biomechanics

• Electroencenphalogram-Based Effective Features for Sustained Attention Assessment in Conversation

  Masaya Togashi, Ingon Chanpornpakdi, Toshihisa Tanaka

  IEEE APSIPA Conference

• Analysis of continuous glucose monitoring data in patients with type 2 diabetes mellitus based on entropy analysis

  Y Sun, R Tao, Y Wang, J Cai, H Li, J Zhou, X Yu

  International Conference on Future of Medicine and Biological Information Engineering

• Deep Learning Models of Cellular Decision-Making Using Single-Cell Genomic Data

  M Sadria

  University of Waterloo Repository

• Exploratory Analysis of Electric Demand Using Informational Tools

  JL Barberia, LL Caruso, G Lottero, et al.

  IEEE Biennial Congress of Argentina

• Jump Performance in Trampoline Athletes and how to Measure it: Developing a Repeated Jump Test

  Y Prosch, MT Fleddermann, L Reichert, K, Zentgraf

  Science of Gymnastics Journal

• Anomaly detection on temporal graphs for suppression of adversarial communication in multi-agent reinforcement learning

  Dobromir Marinov

  University of Cambridge Repository

• Using Entropy in Time Series Analysis

  AM Adelyanov, EA Generalov, Wen Zhen, LV Yakovenko

  Moscow University Physics Bulletin

• 2-D Threshold Hyperchaotic Map and Application in Timed One-Time Password

  H Bao, et al.

  IEEE Transactions on Industrial Informatics

• Capacity configuration of cascaded hydro-wind-photovoltaic complementary systems considering comprehensive benefits based on a synergetic-orderly framework

  Y Cui, et al.

  Energy Conversion and Management

• Entropy-based feature selection for capturing impacts in Earth system models with extreme forcing

  J Watkins, et al.

  arXiv

• FateNet: an integration of dynamical systems and deep learning for cell fate prediction

  M Sadria and T.M. Bury

  Bioinformatics

• Quantifying the randomness and scale invariance of the repeating fast radio bursts

  Yu Sang, Hai-Nan Lin

  Monthly Notices of the Royal Astronomical Society

• Exploring the Real-Time Variability and Complexity of Sitting Patterns in Office Workers with Non-Specific Chronic Spinal Pain and Pain-Free Individuals

  Eduarda Oliosi, Afonso Júlio, Phillip Probst, Luís Silva, João Paulo Vilas-Boas, Ana Rita Pinheiro, Hugo Gamboa

  Sensors (MDPI)

• Disruption of neural periodicity predicts clinical response after deep brain stimulation for obsessive-compulsive disorder

  Provenza NR, Reddy S, Allam AK et al.

  Nature Medicine

• Maloperation of Zone-3 Distance Relay Prevention Using Distribution Entropy

  U. Mukundarajan, K. Shanti Swarup

  IEEE Access

• ComplexityMeasures.jl: scalable software to unify and accelerate entropy and complexity timeseries analysis

  George Datseris, Kristian Agasøster Haaga

  arXiv

• Using EEG to advance mindfulness science: A survey of emerging methods and approaches

  Yanli Lin, Daniel Andrew Atad, Anthony P. Zanesco

  PsyArXiv

• Effect of interhemispheric zero-phase entrainment of the intrinsic mu-rhythm on behavioral and neural markers of predictive coding

  Kirstin-Friederike Heise, Geneviève Albouy, Nina Dolfen, Ronald Peeters, Dante Mantini, Stephan P. Swinnen

  BioRxiv

• The Temporal Dimension of Consciousness: exploring Intrinsic Neural Timescales (INTs) and their role as a facilitator of consciousness

  Andrea Buccellato

  University of Padua Archive

• Diverging functional connectivity timescales: Capturing distinct aspects of cognitive performance in early psychosis

  Fabian Hirsch, Ângelo Bumanglag, Yifei Zhang, Afra Wohlschlaeger

  MedrXiv

• Extracting Stress-Related EEG Patterns from Pre-Sleep EEG for Forecasting Slow-Wave Sleep Deficiency

  Cheng-Hua Su, Li-Wei Ko, Tzyy-Ping Jung, Julie Onton, Shey-Cherng Tzou, Jia-chi Juang, Chung-Yao Hsu,

  IEEE Transactions on Neural Systems and Rehabilitation Engineering

• Radiological complexity of nuclear facilities: an information complexity approach to workplace monitoring

  Abinash Chakraborty, Neeraj Parashar, Dhananjay Kumar Pandey, Pankaj Kumar, UV Deokar, JPN Pandey, MS Kulkarni

  Journal of Radiological Protection

• From physiological complexity to data interactions—A case study of recordings from exercise monitoring

  Małgorzata Andrzejewska, Tomasz Wróblewski, Szymon Cygan, Mateusz Ozimek, Monika Petelczyc

  Chaos

• Predictability and Complexity of Fine and Gross Motor Skills in Fibromyalgia Patients: A Pilot Study

  Nancy Brígida, David Catela, Cristiana Mercê, Marco Branco

  Sports (MDPI)

• Exploring the Entropy-Based Classification of Time Series Using Visibility Graphs from Chaotic Maps

  J. Alberto Conejero, Andrei Velichko, Òscar Garibo-i-Orts, Yuriy Izotov, Viet-Thanh Pham

  Mathematics (MDPI)

• Monitoring chaos at the cot-side

  Michael J. Beacom, Martin G. Frasch, Christopher A. Lear, Alistair J. Gunn

  Pediatric Research

• Recognition of map activities using eye tracking and EEG data

  Tong Qin, Wim Fias, Nico Van de Weghe, Haosheng Huang

  International Journal of Geographical Information Science

• Approximate entropy analysis for nonlinear beam dynamics

  Yongjun Li, Robert Rainer

  Physical Reviews Accelerators and Beams

• What can entropy metrics tell us about the characteristics of ocular fixation trajectories?

  Kateryna Melnyk, Lee Friedman, Oleg V. Komogortsev

  PLoS One

• Sleep Deprivation in Mice: Looking Beyond the Slow Wave Rebound

  TZ Magyar, O Szalárdy, R Bódizs

  BioRxiv

• Deep Learning Model for Prediction of Dementia Severity based on EEG Signals

  NK Al-Qazzaz, SH Bin Mohd Ali, SA Ahmad

  Al-Khwarizmi Engineering Journal

2023

• Nonlinear Analysis of the Dynamical Characteristics of EEG Signals in Epileptic Brains

  Shervin Skaria, Sreelatha KS

  Journal of the Korean Academy of Pyschiatric and Mental Health Nursing

• NLDyn - An open source MATLAB toolbox for the univariate and multivariate nonlinear dynamical analysis of physiological data

  Mostafa Rostaghi, Sadegh Rostaghi, Anne Humeau-Heurtier, Tarek K. Rajji, Hamed Azami

  Computer Methods and Programs in Biomedicine

• Functional near-infrared spectroscopy for human brain age group classification by machine learning

  Martti Ilvesmäki, Hany Ferdinando, Kai Noponen, Tapio Seppänen, Vesa Korhonen, Vesa Kiviniemi, Teemu Myllylä

  Authorea

• A Retrospective Study on Classifying Gait Signals Using Entropy Measures

  Wael Suliman, Vinayakumar Ravi, Tuan D. Pham

  IEEE TENCON 2023

• Acceleration profiles of adolescent soccer players across a season

  Jake Melaro

  University of Tennessee (Knoxville) Repository

• Entropy-Based Machine Learning Model for Fast Diagnosis and Monitoring of Parkinson’s Disease

  Maksim Belyaev, Murugappan Murugappan, Andrei Velichko, Dmitry Korzun

  Sensors (MDPI)

• Linear and Nonlinear Analysis of Trunk Sway Time Series in Office Workers With and Without Chronic Spinal Pain

  Afonso Manuel Caetano Julio

  Repositorio Universidade Nova de Lisboa

• Ensemble Wavelet Decomposition-Based Detection of Mental States Using Electroencephalography Signals

  Smith K. Khare, Varun Bajaj, Nikhil B. Gaikwad, G.R. Sinha

  Sensors (MDPI)

• A Bio-Inspired Chaos Sensor Model Based on the Perceptron Neural Network: Machine Learning Concept and Application for Computational Neuro-Science

  Andrei Velichko, Petr Boriskov,Maksim Belyaev, Vadim Putrolaynen

  Sensors (MDPI)

• Adazd-Net: Automated adaptive and explainable Alzheimer’s disease detection system using EEG signals

  Smith K. Khare, U. Rajendra Acharya

  Knowledge-Based Systems

• Topological entropy bounds multiscale entropy

  Jose S. Cánovas

  Topology and its Applications

• Normalization for connectivity of brain regions in schizophrenia classification

  Shunliang Li, Haifeng Wu

  IEEE 8th International Conference on Signal and Image Processing (ICSIP)

• A Dynamical Systems Approach to Characterizing Brain–Body Interactions during Movement: Challenges, Interpretations, and Recommendations

  Derek C. Monroe, Nathaniel T. Berry, Peter C. Fino, Christopher K. Rhea

  Sensors (MDPI)

• The impact of hardware and design choices on data quality in mouse resting-state functional magnetic resonance imaging (fMRI)

  Mila Urosevic

  McGill University eScholarship

• Approximate Entropy Analysis for Nonlinear Beam Dynamics

  Yongjun Li

  arXiv

• The Influence of Stress Noise and Music Stimulation on the Autonomous Nervous System

  Mariana Jacob Rodrigues, Octavian Postolache, Francisco Cercas

  IEEE Transactions on Instrumentation and Measurement

• Neural Network Entropy (NNetEn): Entropy-Based EEG Signal and Chaotic Time Series Classification, Python Package for NNetEn Calculation

  Andrei Velichko, Maksim Belyaev, Yuriy Izotov, Murugappan Murugappan, Hanif Heidari

  Algorithms (MDPI)

• Changes in surface electromyography characteristics and foot-tapping rate of force development as measures of spasticity in patients with multiple sclerosis.

  Brian Pribble

  University of Oklahoma Library

• Analysing Fairness of Privacy-Utility Mobility Models

  Yuting Zhan, Hamed Haddadi, Afra Mashhadi

  arXiv

• Early fault diagnosis based on reinforcement learning optimized-SVM model with vibration-monitored signals

  Wenqin Zhao,Yaqiong Lv, Jialun Liu, Carman K. M. Lee, Lei Tu

  Quality Engineering

• Fasting and prolonged food restriction differentially affect GH secretion independently of GH receptor signaling in AgRP neurons

  Maria E. de Sousa, Daniela O. Gusmao, Willian O. dos Santos, Henrique T. Moriya, Felipe F. de Lima, Edward O. List, John J. Kopchick, Jose Donato Jr.

  Journal of Neuroendocrinology

• Non-invasive Waveform Analysis for Emergency Triage via Simulated Hemorrhage: An Experimental Study using Novel Dynamic Lower Body Negative Pressure Model

  Naimahmed Nesaragi, Lars Øivind Høiseth, Hemin Ali Qadir, Leiv Arne Rosseland, Per Steinar Halvorsen, Ilangko Balasingham

  arXiv

• Improved Stress Classification Using Automatic Feature Selection from Heart Rate and Respiratory Rate Time Signals

  Talha Iqbal, Adnan Elahi, William Wijns, Bilal Amin, Atif Shahzad

  Applied Sciences (MDPI)

• Complexity and Entropy in Physiological Signals (CEPS): Resonance Breathing Rate Assessed Using Measures of Fractal Dimension, Heart Rate Asymmetry and Permutation Entropy

  David Mayor, Tony Steffert, George Datseris, Andrea Firth, Deepak Panday, Harikala Kandel, Duncan Banks

  Entropy (MDPI)

• Enhancing classification of preterm-term birth using continuous wavelet transform and entropy-based methods of electrohysterogram signals

  Héctor Romero-Morales, Jenny Noemí Muñoz-Montes de Oca, Rodrigo Mora-Martínez, Yecid Mina-Paz, José Javier Reyes-Lagos

  Frontiers in Endocrinology

• Analysis of the complexity and variability of fine and gross motor tasks in fibromyalgia patients: precision and retrospective cross-sectional studies

  Nancy Anacleto Brígida

  Repositório Científico do Instituto Politécnico de Santarém

• Extraction of Information Theory-Based Indices from Fetal-Maternal Heart Rate Simultaneous Signals

  Ana Filipa Soeiro Gomes

  Repositório do Faculdade de Engenharia da Universidade do Porto

2022

• The complexity analysis of cerebral oxygen saturation during pneumoperitoneum and Trendelenburg position: a retrospective cohort study

  Xiaoxiao Wang, Chang Liu, Kai Zhang, Yunliang Zhang, Yao Yu, Weidong Mi, Hao Li

  Aging Clinical and Experimental Research

• Assessing the chaos strength of Taylor approximations of the sine chaotic map

  Ioannis Kafetzis, Lazaros Moysis, Christos Volos

  Nonlinear Dynamics

• Utility of sample entropy from intraoperative cerebral NIRS oximetry data in the diagnosis of postoperative cognitive improvement

  Xiaoxiao Wang, Ran Huo, Wanzhong Yuan, Huishu Yuan, Tao Wang, Nan Li

  Frontiers in Physiology

• Entropy Measures of Electroencephalograms towards the Diagnosis of Psychogenic Non-Epileptic Seizures

  Chloe Hinchliffe, Mahinda Yogarajah, Samia Elkommos, Hongying Tang, Daniel Abasolo

  Entropy (MDPI)

• Application of Two-Dimensional Entropy Measures to Detect the Radiographic Signs of Tooth Resorption and Hypercementosis in an Equine Model

  Kamil Górski, Marta Borowska, Elżbieta Stefanik, Izabela Polkowska, Bernard Turek, Andrzej Bereznowski, Małgorzata Domino

  Biomedicines (MDPI)

• Application of the Two-Dimensional Entropy Measures in the Infrared Thermography-Based Detection of Rider: Horse Bodyweight Ratio in Horseback Riding

  Małgorzata Domino, Marta Borowska, Łukasz Zdrojkowski, Tomasz Jasiński, Urszula Sikorska, Michał Skibniewski, Małgorzata Maśko

  Sensors (MDPI)

• What can Entropy Metrics Tell Us About Types of Fixations during Video Viewing?

  K Melnyk, L Friedman, O Komogortsev

  Texas State Digital Library

• Dynamical Complexity Response in Traveling Ionospheric Disturbances Across Eastern Africa Sector During Geomagnetic Storms Using Neural Network Entropy

  I. A. Oludehinwa, A. Velichko, B. O. Ogunsua, O. I. Olusola, O. O. Odeyemi, A. N. Njah, O. T. Ologun

  Journal of Geophysical Research Space Physics

• A Novel Acoustic Method for Cavitation Identification of Propeller

  Yang Li, Lilin Cui

  Journal of Marine Science and Engineering

• Pressure Injury Link to Entropy of Abdominal Temperature

  Nikhil Padhye, Denise Rios, Vaunette Fay, Sandra K Hanneman

  Entropy (MDPI)

• Classification of Electroencephalograms during Mathematical Calculations Using Deep Learning

  Umang Goenka, Param Patil, Kush Gosalia, Aaryan Jagetia

  IEEE 23rd International Conference on Information Reuse and Integration for Data Science (IRI) , arXiv

• The Structure of Chaos: An Empirical Comparison of Fractal Physiology Complexity Indices Using NeuroKit2

  Dominique Makowski, An Shu Te, Tam Pham, Zen Juen Lau, S. H. Annabel Chen

  Entropy (MDPI)

• Novel techniques for improvement the NNetEn entropy calculation for short and noisy time series

  Hanif Heidari, Andrei Velichko

  arXiv

• Privacy-preserving human mobility and activity modelling

  Yuting Zhan

  Imperial College London Repository

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