There are very few research institutions focussing only or primarily on Neural Network forecasting. Usually, individual member of a research team in the area of forecasting, computational intelligence, data mining, artificial intelligence, operations research and management science or information systems focus their work. These experts and their publications should serve as an initial contact ...
We consider Research Centres with extensive publications in Forecasting, in IEEE conferences, Journals, Book Chapters etc. for leading applications and research. As almost every department has previously published some forecasting related material, the current initiative plays an important role as well. Please consider that rank remains subjective, and that we welcome contributions & comments.
Leading Research Centres for Neural Forecasting
Georgia State University, College of Business |
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Although Georgia State doesn't have a
research team dedicated to forecasting, Prof. G. Peter
Zhang researches and publishes heavily in neural network
forecasting. Contact: G. Peter Zhang, |
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http://www.gsu.edu/~dscgpz/index.html |
Kent State University |
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http://www.kent.edu/ |
Siemens Research Lab |
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Research unit under the Supervision of Dr. Hans-Georg Zimmermann, showing a track record of year s in neural networks for forecasting. He has developed a commercial software simulator SENN and focuses on recurrent architectures. | |
http://w4.siemens.de |
Research Centres with selected publications on Neural Forecasting
Lancaster University Management School - Centre for Forecasting |
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The LCF is one of a handful of international centres focussing its research and consultancy entirely on methods, processes and systems for forecasting.Based at one of the most prestigious Management Schools and the UK’s largest department of Management Science, it offers 15 years of expertise on the complete range of predictive analytics, from demand planning to market modelling, from statistical methods to artificial intelligence and from public sector to corporations in telecommunications, fast moving consumer goods, insurances and manufacturing, through:
One of the few international research centres focussing on forecasting. Not only conventional methods of exponential smoothing, regression, ARIMA etc. are analysed but also soft issues of organisational structure of forecasting, processes and systems. Includes a team of specialist focussing purely on NN forecasting Contact: Sven F. Crone, s.crone@lancaster.ac.uk |
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http://www.lums.lancs.ac.uk or |
LAMBDA - Learning And Mining from DatA - Group, Nanjing University, China |
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LAMDA is Professor Zhi-Hua Zhou's research group, which is affiliated with the National Laboratory for Novel Software Technology and the Department of Computer Science & Technology , Nanjing University , China. The main research interests of LAMDA include machine learning, data mining, information retrieval, pattern recognition, neural computing, evolutionary computing, and some other related areas. Currently our research mainly involves: ensemble learning, multi-instance learning, manifold learning, learning from unlabelled data, learning from cost-sensitive and imbalanced data, text classification, content-based image retrieval, face recognition, etc.
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http://lamda.nju.edu.cn/ |
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Division of Neural Comutation at Bonn University |
Based upon the Department of Computer
Science. Contact: Dr. Nils Goerke, goerke (a) nero.uni-bonn.de |
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http://www.nero.uni-bonn.de |
Research Centres on Forecasting without Neural Network Expertise
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Business & Economic Forecasting Unit, Monash University |
The Business and Economic Forecasting
Unit under Prof. Rob Hynman was established in 2001 with
the aim of building on the research strengths of the
Department of Econometrics and Business Statistics in
the area of forecasting. The Unit undertakes consulting
and contract research, runs short courses for business
and industry, and offers scholarships to postgraduate
students wishing to undertake research in
forecasting-related areas Contact: Prof. Roby Hyndman, Rob.Hyndman (a) buseco.monash.edu.au |
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http://www.buseco.monash.edu.au/units/forecasting/ |
General Neural Networks, Artificial Intelligence & Computational Intelligence oriented Research Centres & Groups
- Austria
- Belgium
- Czech Republic
- Denmark
- Finland
- France
- Neural Networks Group at LEIBNIZ, Grenoble
- Neural Computing Research Group at Laboratoire d'Informatique de Paris Nord.
- Neural Computing Research Group at the Universite de Technologie de Compiegne
- Bioinformatics Group at l'Ecole Normal Supérieure, Paris
- Probabilistic models in robotics and artificial intelligence - Laplace Group at LEIBNIZ, Grenoble
- Neural Network Group at CRIN-INRIA Lorraine
- Germany
- Institute for Logic, Complexity, and Deduction Systems at Universitaet Karlsruhe
- Neural Network Research Group of GMD FIRST, Berlin
- Institute for Neuroinformatics at Ruhr-Universität, Bochum
- Fuzzy and Neuro Group at Darmstadt University of Technology
- Computer Vision and Pattern Recognition Group at the University of Bonn
- DFKI - German Research Center for Artificial Intelligence at Kaiserslautern
- Fuzzy Systems and Soft Computing Group at Technical University of Braunschweig
Hungary
- Italy
- Poland
- Neural Networks Research at the Nicholas Copernicus University, Torun
- Institute of Computer Science, Technical University of Lodz
Spain
Sweden
- Neural Networks Group at Uppsala University
- The Connectionist Research Group at the Department of Computer Science, University of Skövde
- Neural Networks in High Energy Physics at The Royal Institute of Technology
- SANS: Studies of Artificial Neural Systems, at the Royal Institute of Technology, Stokholm.
Switzerland
- The Netherlands
- Turkey
- U.K.
- Neural Computing Research Group at Bristol University
- Neural Computing group at Sheffield University
- Artificial Intelligence Research Group at the University of Nottingham
- Centre for Neural Computing Applications at Brunel University
- Neural Solutions
- Center for Neural Networks at King's College London
- School of Cognitive and Computing Sciences at the University of Sussex at Brighton
- Neurodynamics Research Group at the University of Plymouth
- Neurocomputing Technology Transfer Program at the Department of Trade & Industry
- Neural Computing Research Group at Aston University
- Neuronet at King's College London
- Neural Systems Group at Imperial College, London
- Center for Cognitive and Computational Neuroscience at the University of Stirling
- Center for Neural Systems at the University of Edinburgh
- Speech, Vision, and Robotics Group at Cambridge University
- Centre For Cognitive and Computational Neuroscience at the University of Stirling
- Image, Speech, and Intelligent Systems Group at the University of Southhampton
- Intelligent Systems research at the Computer Science Dept., University College London
- Neural Networks Research at the University of Brighton, Moulsecoomb
- Pattern and Information Processing Group at the Defence Research Agency, Malvern
International
- Argentina
- Australia
- Canada
- Iran
- Israel
- Japan
- Real World Computing Partnership Program, sponsored by MITI
- Bio-Electronics Laboratory at Nagoya University
- ATR Human Information Processing Research Laboratories at Kyoto
- Bio-mimetic Control Research Center (RIKEN) at Nagoya University
- Neural and Multimedia Center at Keio University
- Okabe and Hirose Laboratory at the University of Tokyo
- Robotics and Mechatronics Laboratory at Nagoya University
- New Zealand
- Russia
- Singapore
- South Africa
- Venezuela
USA