Journal Topical Advisory Panel

Section Topical Advisory Panel Members for 'Signal and Data Analysis' (22)

Please see the section webpage for more information on this section.

Prof. Dr. John Allen
Website
Research Centre for Intelligent Healthcare, Coventry University, Coventry CV1 5FB, UK
Interests: novel sensors and devices; physiological measurements and analysis in vascular optics; photoplethysmography (PPG); pulse; microcirculation and its assessment; capillaries
Prof. Dr. Robertas Alzbutas
Website
1. Department of Applied Mathematics, Kaunas University of Technology, 44249 Kaunas, Lithuania
2. Lithuanian Energy Institute, 44403 Kaunas, Lithuania
Interests: probabilistic risk assessment; uncertainty and sensitivity analysis; complex systems; Bayesian inference; artificial intelligence; big data analytics; data mining; integration of information; machine learning; artificial neural networks; extreme events analysis; distributed systems; stochastic dynamics; data fusion; reliability and safety analysis; maintenance optimization; effective systems design; modeling of smart systems; human factors engineering; fuzzy systems; statistical data analysis; integrated risk-informed decision making
Dr. Zhengzhang Chen
Website
NEC Laboratories America, Inc., Princeton, NJ 08540, USA
Interests: data mining; machine learning; graph AI; social network analysis; AI security
Prof. Dr. Sergio Cruces
Website
Departamento de Teoría de la Señal y Comunicaciones, Universidad de Sevilla, Camino de los Descubrimientos s/n, 41092 Seville, Spain
Interests: signal processing; information theory; machine learning; communications; audio
Special Issues, Collections and Topics in MDPI journals
Dr. Soumya Dutta
Website
Los Alamos National Laboratory, Los Alamos, NM 87545, USA
Interests: extreme-scale data analytivs and visualization; statistical techniques for big data summarization, handling, and visualization; machine learning, deep learning, and data science; in situ data analysis; feature extraction and tracking; time-varying and multivariate data exploration
Dr. Francesc Font-Clos
Website
Center for Complexity and Biosystems, Department of Physics, University of Milan, via Celoria 16, 20133 Milano, Italy
Interests: large language models; linguistic laws; boolean models; gene-regulatory networks; machine learning; complex systems and networks
Dr. Lalit Garg
Website
Information and Communication Technology, University of Malta, Msida, Malta
Interests: modelling & simulation, information systems, operational research and forecasting; health & social care modelling and missing data analysis; biomedical computing, neuroimaging, metabolomics and personalised medicine; knowledge discovery and data mining; e-learning, human-computer interaction, cloud computing, and pervasive computing; blockchain and its applications in healthcare
Special Issues, Collections and Topics in MDPI journals
Prof. Dr. Jan Kozak
Website
Department of Machine Learning, University of Economics, 1 Maja 50, 40-287 Katowice, Poland
Interests: machine learning; ensemle methods; decision trees; ant colony optimization; computational intelligence; data analysis; optimization
Special Issues, Collections and Topics in MDPI journals
Dr. Evgeny Mirkes
Website
School of Mathematics and Actuarial Science, University of Leicester, LeicesterLE1 7RH, UK
Interests: artificial intelligence; data mining; neural networks; applied statistics
Dr. Amir Mosavi
Website
1. School of the Built Environment, Oxford Brookes University, Oxford OX3 0BP, UK
2. Kalman Kando Faculty of Electrical Engineering, Obuda University, 1034 Budapest, Hungary
Interests: machine learning; deep learning; ensemble and hybrid models; applied mathematics; soft computing; deep reinforcement learning; machine learning for big data; mathematical IT; hydropower modeling; prediction models; time series prediction; climate models; machine learning for remote sensing; hazard models; extreme events; atmospheric models; forecasting models; predictive analytics; Internet of Things
Special Issues, Collections and Topics in MDPI journals
Dr. Andrea Murari

Consorzio RFX (CNR, ENEA, INFN, Universita' di Padova, Acciaierie Venete SpA), Corso Stati Uniti 4, 35127 Padova, Italy
Interests: thermonuclear Fusion; plasma diagnostics; machine learning; genetic programming; data mining; data driven theory
Special Issues, Collections and Topics in MDPI journals
Ramon Llull University, ESADE, Av. Torre Blanca, 59, 08172 Sant Cugat, Barcelona, Spain
Interests: complex networks; financial networks; machine learning; ethics and machine learning
Special Issues, Collections and Topics in MDPI journals
Dr. Riccardo Ortale
Website
Institute of High Performance Computing and Networks (ICAR) of the National Research Council of Italy (CNR), 87036 Rende, CS, Italy
Interests: data mining; machine learning; recommender systems; social network/media analysis; text mining; semistructured data analysis
Special Issues, Collections and Topics in MDPI journals
Dr. Felipe Ortega
Website
Department of Signal Theory and Communications and Telematics Systems and Computing; Data Science Laboratory (DSLAB), Centre for Intelligent Information Technologies, University Rey Juan Carlos, Madrid, Spain
Interests: data science; data engineering; scalable machine learning; distributed computing; streaming data; information visualization; software engineering; open source software
Special Issues, Collections and Topics in MDPI journals
Dr. Nikunj C. Oza
Website
NASA Ames Research Center, NASA, Moffett Field, CA 94035, USA
Interests: data mining; machine learning; ensemble learning methods; online learning; anomaly detection; applications of machine learning and data mining
Special Issues, Collections and Topics in MDPI journals
Dr. Amir H. Payberah
Website
Division of Software and Computer System, KTH Royal Institute of Technology, 16440 Kista, Sweden
Interests: distributed systems and algorithms; data intensive computing platforms; large scale machine learning and deep learning
Dr. Predrag Tosic
Website
1. Teaching Faculty, Department of Computer Science and Electrical Engineering, Eastern Washington University, Spokane, WA, USA
2. Research/Adjunct Faculty, Department of Mathematics & Statistics, Washington State University, Pullman, WA, USA
Interests: multi-agent systems; artificial intelligence; machine learning; complex networks; combinatorial & graph algorithms; applied data science; cyber-physical & cyber-secure systems; computational game theory
Dr. Domenico Vitulano
Website
1. Sapienza – Rome University, SBAI Department, Via Antonio Scarpa 14, 00161 Rome, Italy
2. Istituto per le Applicazioni del Calcolo, Via dei Taurini 19, 00185 Rome, Italy
Interests: signal and image coding; pattern recognition; indexing and computer vision; visibility laws; wavelets; iterated function systems; variational models
Special Issues, Collections and Topics in MDPI journals
Prof. Dr. Irena Vodenska
Website
Metropolitan College, Boston University, Boston, MA, 02215, USA
Interests: big data analytics and complex economic systems; modeling volatility dynamics in financial markets; interdependent network theory and systemic risk modeling; corporate governance networks
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