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, Faculty of Mathematics and Natural Sciences, Kaunas University of Technology, K. Donelaičio g. 73, 44249 Kaunas, Lithuania
2. Lithuanian Energy Institute, Breslaujos St. 3, 44403 Kaunas, Lithuania
Interests: probabilistic risk assessment; complex systems; Bayesian inference; artificial intelligence; big data analytics; data mining; machine learning; artificial neural networks
Special Issues, Collections and Topics in MDPI journals
2. Lithuanian Energy Institute, Breslaujos St. 3, 44403 Kaunas, Lithuania
Interests: probabilistic risk assessment; complex systems; Bayesian inference; artificial intelligence; big data analytics; data mining; machine learning; artificial neural networks
Special Issues, Collections and Topics in MDPI journals
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
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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 of High Performance Computing and Networks (ICAR) of the National Research Council of Italy (CNR), 87036 Rende, 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
Interests: data mining; machine learning; recommender systems; social network/media analysis; text mining; semistructured data analysis
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
