Machine Learning and Knowledge Extraction — Journal Editorial Boards

Editors

Prof. Dr. Andreas Holzinger
Editor-in-Chief
Medical University Graz and Graz University of Technology, Austria
Website 1 | Website 2 | E-Mail
Interests: machine learning; knowledge extraction; health informatics
Special Issues and Collections in MDPI journals
Mr. Peter Kieseberg
Editorial Assistant
SBA Research GmbH—Secure Business Austria, Vienna 1040, Austria
Website 1 | Website 2 | E-Mail
Interests: (1, 2, 4) information systems; interactive machine learning; information security; privacy
Dr. Isaac Triguero *
Section Editor-in-Chief
School of Computer Science, University of Nottingham, Jubilee Campus, Wollaton Road, Nottingham NG8 1BB, UK
Website | E-Mail
Interests: machine learning; data mining, computational intelligence; big data analytics; data pre-processing; evolutionary algorithms
* Section EiC of Thematic Reviews

Editorial Board

Prof. Dr. Jan Baumbach
TUM School of Life Sciences Weihenstephan, Technical University of Munich, Germany​
Website 1 | Website 2 | E-Mail
Interests: metabolomics; biomarker discovery; disease classification; ion mobility spectrometry
Special Issues and Collections in MDPI journals:
Special Issue in Metabolites: Data Processing in Metabolomics
Special Issue in Metabolites: Big Data in Metabolomics
Prof. Dr. Chris Biemann
Language Technology Group (LT), Department of Informatics, University of Hamburg, Informatikum, Vogt-Kölln-Straße 30, Hamburg 22527, Germany
Website 1 | Website 2 | E-Mail
Interests: (1, 2) language technology; natural language processing; computational linguistics; information retrieval; cognitive computing
Prof. Dr. Francesco Buccafurri
Department of Information Engineering, Infrastructures and Sustainable Energy (DIIES), University Mediterranea of Reggio Calabria, Reggio Calabria 89122, Italy
Website 1 | Website 2 | E-Mail
Interests: (1, 4, 5) cybersecurity; trust; privacy; cloud security; security in e-government
Special Issues and Collections in MDPI journals:
Special Issue in Machine Learning and Knowledge Extraction: Privacy and Security in Machine Learning
Prof. Dr. Nitesh V Chawla
Data, Inference, Analytics and Learning Lab, University of Notre Dame, Notre Dame, IN 46556, USA
Website 1 | Website 2 | E-Mail
Interests: (1, 2, 5) data mining; machine learning; network science; healthcare analytics
Prof. Dr. Aldo Faisal
Brain/Behaviour Lab and Machine Learning Group, Computing & Bioengineering, Imperial College London, London SW7 2AZ, UK
Website 1 | Website 2 | E-Mail
Interests: (1, 2) neurotechnology; neuroscience; machine learning; motor control; brain science
Prof. Dr. Massimo Ferri
Research Center for Mathematical Applications, Department of Mathematics, Engineering Faculty, Bologna University, Piazza di Porta S. Donato 5, Bologna I-40126, Italy
Website 1 | Website 2 | E-Mail
Interests: (5, 6) algebraic topology; topological data analysis
Prof. Dr. Matthieu Geist
Laboratoire Interdisciplinaire des Environnements Continentaux, UMR 7360 CNRS, Université de Lorraine, Metz 57070, France
Website 1 | Website 2 | E-Mail
Interests: (2) machine learning; reinforcement learning
Prof. Dr. Mark Girolami
1. Chair of Statistics, Department of Mathematics, Imperial College London, Huxley Building, Room 539, London SW7 2AZ, UK
2. Director of the Lloyd's Register Foundation-Turing Programme on Data Centric Engineering, The Alan Turing Institute, The British Library, 96 Euston Road, London NW1 2DB, UK
Website 1 | Website 2 | E-Mail
Interests: (2) machine learning; computational statistics; Bayesian statistics; Monte Carlo methods
Prof. Dr. Randy Goebel
Centre for Machine Learning, Department of Computer Science, University of Alberta, Edmonton, AB T6G 2R3, Canada
Website 1 | Website 2 | E-Mail
Interests: (1, 2, 3) artificial Intelligence; logical reasoning; visualization; machine learning; data mining; NLP
Prof. Dr. Dimitrios Gunopulos
Knowledge Discovery in Databases Lab, Department of Informatics and Telecommunications, University of Athens, Athens 157 72, Greece
Website 1 | Website 2 | E-Mail
Interests: (1, 2) data mining; data management; big data; web mining; sensor networks
Prof. Dr. Yoichi Hayashi
Artificial Intelligence Lab, Department of Computer Science, Meiji University, Kawasaki, Kanagawa 214-8571, Japan
Website 1 | Website 2 | E-Mail
Interests: (1, 2) artificial intelligence; knowledge extraction; rule extraction; transparency of deep learning neural networks; medical informatics
Special Issues and Collections in MDPI journals:
Special Issue in Big Data and Cognitive Computing: Big Data Analytic: From Accuracy to Interpretability
Special Issue in Machine Learning and Knowledge Extraction: Transparency of Deep Neural Networks
Prof. Dr. Dominik Heider
The Heiderlab, Department of Mathematics and Computer Science, University of Marburg, Hans-Meerwein-Str. 6, Marburg D-35032, Germany
Website 1 | Website 2 | E-Mail
Interests: (1, 2) data science; machine learning; bioinformatics
Prof. Dr. Francisco Herrera
Department of Computer Science and Artificial Intelligence, University of Granada, Granada E-18071, Spain
Website 1 | Website 2 | E-Mail
Interests: (1, 2, 5) artificial intelligence; computational intelligence; data science; data preprocessing; big data analytics
Prof. Dr. Jun (Luke) Huan
Computational Knowledge Discovery Lab, University of Kansas, Lawrence, KS 66045, USA
Website 1 | Website 2 | E-Mail
Interests: (1, 2) machine learning; data mining; data science; big data; bioinformatics
Prof. Dr. Igor Jurisica
Princess Margaret Cancer Centre, UHN, IBM Life Sciences Discovery Centre, TMDT Room 11-314, 101 College Street, Toronto, Ontario M5G 1L7, Canada
Website 1 | Website 2 | E-Mail
Interests: (1, 2, 3) machine learning; knowledge discovery; bioinformatics; visualization; cancer informatics
Prof. Dr. Lukasz Kurgan
Department of Computer Science, Virginia Commonwealth University, Richmond, VA, USA
Website | E-Mail
Interests: Structural bioinformatics; protein-ligand interactions; intrinsic disorder; structural genomics
Special Issues and Collections in MDPI journals:
Special Issue in International Journal of Molecular Sciences: Intrinsically Disordered Proteins in the Norm and Pathology: In-Silico Perspective
Prof. Dr. Nada Lavrač
Department of Knowledge Technologies, Joszef Stefan Institute, Ljubljana 1000, Slovenia
Website 1 | Website 2 | E-Mail
Interests: (1, 2) machine learning; data mining
Dr. Vincent Lemaire
Data and Knowledge (DAK) Lab, Orange Research Lab, 2 avenue Pierre Marzin, Lannion 22300, France
Website 1 | Website 2 | E-Mail
Interests: (1, 2) machine learning; data mining
Prof. Dr. Sjouke Mauw
Security and Trust of Software Systems Group, Computer Science & Communications Research Unit, Faculty of Science, Technology and Communication, University of Luxembourg, 6, avenue de la Fonte, Esch-sur-Alzette L-4364, Luxembourg
Website 1 | Website 2 | E-Mail
Interests: (1, 4) security; privacy; trust management; formal methods
Dr. Yoan Miche
Nokia Bell Labs, Helsinki 00076, Finland
Website 1 | Website 2 | E-Mail
Interests: (2, 4) machine learning; network security; steganography; malware/anomaly detection
Special Issues and Collections in MDPI journals:
Special Issue in Machine Learning and Knowledge Extraction: Recent Developments in Extreme Learning Machines
Prof. Dr. Daniel E. O'Leary
Marshall School of Business, Leventhal School of Accounting, University of Southern California (USC), Los Angeles, CA 90089, USA
Website 1 | Website 2 | E-Mail
Interests: (1, 2) artificial intelligence; knowledge management; decision support systems; information systems; accounting information systems
Prof. Dr. Vasile Palade
School of Computing, Electronics and Mathematics, Coventry University, Coventry CV1 5FB, UK
Website 1 | Website 2 | E-Mail
Interests: (2) machine learning
Prof. Dr. Constantinos S. Pattichis
Department of Computer Science, University of Cyprus, Nicosia 1678, Cyprus
Website 1 | Website 2 | E-Mail
Interests: (2) machine learning; intelligent systems; medical imaging; health informatics; biosignal analysis
Prof. Dr. Anna Helena Reali Costa
Machine Learning Group, Faculty of Computer Science, University of Sao Paulo, São Paulo 05508-970, Brazil
Website 1 | Website 2 | E-Mail
Interests: (2) artificial intelligence; machine learning; reinforcement learning; intelligent robotics; multiagent systems
Prof. Dr. Fabrizio Riguzzi
Dipartimento di Matematica e Informatica, Università di Ferrara, Ferrara 44121, Italy
Website 1 | Website 2 | E-Mail
Interests: (1, 2) artificial intelligence; machine learning; probabilistic logic programming
Dr. Peter M. Roth
Graz University of Technology, Institute of Computer Graphics and Vision, Inffeldgasse 16/II, Graz 8010, Austria
Website 1 | Website 2 | E-Mail
Interests: (2, 3) machine learning; pattern recognition; visual surveillance; object detection; object tracking; semantic segmentation
Prof. Dr. Pierangela Samarati
Dipartimento die Informatica, University of Milan, Crema 26013, Italy
Website 1 | Website 2 | E-Mail
Interests: (4) privacy; data security; secure cloud computing; trust management
Prof. Dr. Abdulhamit Subasi
Information Systems Department, College of Engineering, Effat University, Jeddah 21478, Saudi Arabia
Website 1 | Website 2 | E-Mail
Interests: (1, 2) machine learning; pattern recognition; data mining; biomedical signal processing
Special Issues and Collections in MDPI journals:
Special Issue in Machine Learning and Knowledge Extraction: Machine Learning for Biomedical Data Processing
Prof. Dr. Shiliang Sun
Pattern Recognition and Machine Learning Research Group, Department of Computer Science and Technology, East China Normal University, 3663 North Zhongshan Road, Shanghai 200062, China
Website 1 | Website 2 | E-Mail
Interests: (1, 2) pattern recognition and machine learning
Prof. Dr. Yuzuru Tanaka
Research and Services Division of Materials Data and Integrated System, National Institute for Materials Science, 1-2-1 Sengen, Tsukuba, Ibaraki 305-0047, Japan; and Meme Media Laboratory, Hokkaido University, Sapporo 060-0808, Japan
Website 1 | Website 2 | E-Mail
Interests: databases; human-computer interaction; computer architecture; information retrieval; wireless computing (mobile computing); knowledge federation; knowledge media architecture
Prof. Dr. Matthew E. Taylor
The Intelligent Robot Learning Laboratory, School of Electrical Engineering and Computer Science, Washington State University, Pullman, WA 99164, USA
Website 1 | Website 2 | E-Mail
Interests: (2) artificial intelligence; intelligent agents; multi-agent systems; reinforcement learning; robotics
Prof. Dr. A Min Tjoa
Information & Software Engineering Group, Vienna University of Technology, Wien 1040, Austria
Website 1 | Website 2 | E-Mail
Interests: (1, 4) data bases; security; semantic Web; risk analysis; personal information management
Prof. Dr. Cagatay Turkay
Department of Computer Science, City, University of London, London EC1V 0HB, UK
Website 1 | Website 2 | E-Mail
Interests: interactive visual analysis; visual analytics; biological data
Prof. Dr. Karin Verspoor
School of Computing and Information Systems, The University of Melbourne, Melbourne 3010, Australia
Website 1 | Website 2 | E-Mail
Interests: (1, 2) biomedical natural language processing; computational linguistics; text mining; health informatics; computational biology
Special Issues and Collections in MDPI journals:
Special Issue in Machine Learning and Knowledge Extraction: Women in Machine Learning 2018
Prof. Dr. Dmitry P. Vetrov
Bayesian Methods Research Group, Faculty of Computer Science, National Research University Higher School of Economics, Myasnitskaya Ulitsa 20, Moscow 101000, Russia
Website 1 | Website 2 | E-Mail
Interests: (2, 6) deep learning; Bayesian inference; graphical models
Prof. Dr. Byron Wallace
College of Computer and Information Science, Northeastern University, Boston, MA 02115, USA
Website 1 | Website 2 | E-Mail
Interests: (1, 2) data mining; NLP; machine learning; health informatics; evidence-based medicine
Prof. Dr. Edgar Weippl
1. SBA Research, Vienna 1040, Austria
2. Department of Computer Science and Security, University of Applied Sciences St. Pölten, St. Pölten 3100, Austria
Website 1 | Website 2 | E-Mail
Interests: (4) information security
Special Issues and Collections in MDPI journals:
Special Issue in Machine Learning and Knowledge Extraction: Privacy and Security in Machine Learning
Prof. Dr. Dit-Yan Yeung
Department of Computer Science and Engineering, Hong Kong University of Science and Technology, Clear Water Bay, Hong Kong
Website 1 | Website 2 | E-Mail
Interests: (2,3) machine learning; computer vision; learning analytics
Prof. Dr. Martina Ziefle
e-Health Group, RWTH Aachen University, Aachen 52062, Germany
Website 1 | Website 2 | E-Mail
Interests: (3) HCI; technology acceptance; smart health; user diversity
Prof. Dr. Blaz Zupan
Faculty of Computer and Information Science, University of Ljubljana, Večna pot 113, Ljubljana 1000, Slovenia, and Department of Molecular and Human Genetics, Baylor College of Medicine, Houston, TX 77030, USA
Website 1 | Website 2 | E-Mail
Interests: (1, 2, 3) data mining; visualization; machine learning; artificial intelligence; bioinformatics
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