Topical Advisory Panel for section 'Signal and Data Analysis'
- Thermodynamics Section
- Statistical Physics Section
- Information Theory, Probability and Statistics Section
- Quantum Information Section
- Multidisciplinary Applications Section
- Complexity Section
- Entropy and Biology Section
- Signal and Data Analysis Section
- Astrophysics, Cosmology, and Black Holes Section
- Time Section
- Entropy Reviews Section
- Non-equilibrium Phenomena Section
Please see the section webpage for more information on this section.
Members
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
Interests: novel sensors and devices; physiological measurements and analysis in vascular optics; photoplethysmography (PPG); pulse; microcirculation and its assessment; capillaries
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
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
NEC Laboratories America, Inc., Princeton, NJ 08540, USA
Interests: data mining; machine learning; graph AI; social network analysis; AI security
Interests: data mining; machine learning; graph AI; social network analysis; AI security
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
Interests: signal processing; information theory; machine learning; communications; audio
Special Issues, Collections and Topics in MDPI journals
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
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
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
Interests: large language models; linguistic laws; boolean models; gene-regulatory networks; machine learning; complex systems and networks
Group of Analysis, Security and Systems (GASS), Universidad Complutense de Madrid (UCM), 28040 Madrid, Spain
Interests: artificial intelligence; big data; computer networks; computer security; information theory; IoT; multimedia forensics
Special Issues, Collections and Topics in MDPI journals
Interests: artificial intelligence; big data; computer networks; computer security; information theory; IoT; multimedia forensics
Special Issues, Collections and Topics in MDPI journals
Department of Computer Information Systems, The University of Malta, Msida, Malta
Interests: health informatics; medical Informatics; stochastic modelling; mathematical analysis; machine learning
Special Issues, Collections and Topics in MDPI journals
Interests: health informatics; medical Informatics; stochastic modelling; mathematical analysis; machine learning
Special Issues, Collections and Topics in MDPI journals
1. Department of Knowledge Engineering, University of Economics, 1 Maja 50, 40-287 Katowice, Poland
2. Łukasiewicz Research Network - Institute of Innovative Technologies EMAG, 40-189 Katowice, Poland
Interests: machine learning; ensemble methods; decision trees; ant colony optimization; computational intelligence; data analysis; optimization
Special Issues, Collections and Topics in MDPI journals
2. Łukasiewicz Research Network - Institute of Innovative Technologies EMAG, 40-189 Katowice, Poland
Interests: machine learning; ensemble methods; decision trees; ant colony optimization; computational intelligence; data analysis; optimization
Special Issues, Collections and Topics in MDPI journals
School of Mathematics and Actuarial Science, University of Leicester, LeicesterLE1 7RH, UK
Interests: artificial intelligence; data mining; neural networks; applied statistics
Interests: artificial intelligence; data mining; neural networks; applied statistics
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
Interests: complex networks; financial networks; machine learning; ethics and machine learning
Special Issues, Collections and Topics in MDPI journals
Institute for High-Performance Computing and Networking (ICAR), National Research Council (CNR), 87036 Rende, Italy
Interests: machine intelligence; machine learning; knowledge discovery; (intelligent) information systems; knowledge-based systems; recommender systems; text analysis; community question answering; (social) network/media analysis; decision support; behavioral analysis; semistructured data analysis; data mining
Special Issues, Collections and Topics in MDPI journals
Interests: machine intelligence; machine learning; knowledge discovery; (intelligent) information systems; knowledge-based systems; recommender systems; text analysis; community question answering; (social) network/media analysis; decision support; behavioral analysis; semistructured data analysis; data mining
Special Issues, Collections and Topics in MDPI journals
Data Science Laboratory, Research Centre for Intelligent Information Technologies, Rey Juan Carlos University, 28933 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
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
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
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
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
Interests: distributed systems and algorithms; data intensive computing platforms; large scale machine learning and deep learning
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
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
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
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
Administrative Sciences Department, Metropolitan College, Boston University, Boston, MA 02215, USA
Interests: complexity theory in finance and economics; responsible and ESG investing; machine learning; natural language processing
Special Issues, Collections and Topics in MDPI journals
Interests: complexity theory in finance and economics; responsible and ESG investing; machine learning; natural language processing
Special Issues, Collections and Topics in MDPI journals
Department of Mathematics & Statistics, Old Dominion University, Norfolk, VA, USA
Interests: machine learning; medical imaging; fast methods for computing entropy
Interests: machine learning; medical imaging; fast methods for computing entropy
Department of Automation, Tsinghua University, Beijing 100084, China
Interests: prognosis and health management; smart alarm monitoring; intelligent fault diagnosis
Special Issues, Collections and Topics in MDPI journals
Interests: prognosis and health management; smart alarm monitoring; intelligent fault diagnosis
Special Issues, Collections and Topics in MDPI journals
