Andreas S. Weigend

Computer Science · Physical Sciences

29h-index5.2kcitations93works0.02yr avg
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Research Topics

Neural Networks and Applications(42), Complex Systems and Time Series Analysis(22), Stock Market Forecasting Methods(20), Time Series Analysis and Forecasting(18), Forecasting Techniques and Applications(9)

Publications93 total

Forecasting Chaotic Computational Ecosystems [1]
2018
Estimating Generalized Dimensions and Choosing Time Delays: A Feist Algorithm (Data Sets A,D)
2018
The Future of Time Series: Learning and Understanding
RePEc: Research Papers in Economics·2018· 136 cited
Neural Net Architectures for Temporal Sequence Processing (Data Set C)
2018
Modeling Time Series by Using Multivariate Adaptive Regression Splines (MARS) (Data Sets A,B,C)
2018
Lorenz-Like Chaos in NH3-FIR Lasers (Data Set A)
2018· 3 cited
Spatio-Temporal Patterns: Observations and Analysis
2018· 1 cited
Forecasting Probability Densities by Using Hidden Markov Models with Mixed States (Data Set D)
2018
Exploring the Continuum Between Deterministic and Stochastic Modeling (Data Sets A,B,D)
2018
Time Series Prediction by Using Delay Coordinate Embedding (Data Set A)
2018
Time Series Prediction
2018· 152 cited
Multi-Channel Physiological Data: Description and Analysis (Data Set B)
2018· 7 cited
Visual Fitting and Extrapolation (Data Set A)
2018
The Future of Time Series: Learning and Understanding
2018· 61 cited
Time Series Analysis and Prediction Using Gated Experts with Application to Energy Demand Forecasts
2017· 2 cited
Proceedings of the 1993 Connectionist Models Summer School
Psychology Press eBooks·2014· 108 cited
SIGIR 2003 workshop report
ACM SIGIR Forum·2003· 55 cited
Analyzing customer behavior at Amazon.com
2003· 7 cited
Data mining for financial decision making
Decision Support Systems·2003· 23 cited
Extracting risk-neutral densities from option prices using mixture binomial trees
2003· 16 cited
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Frequent Co-authors

David E. Rumelhart(7), Blake LeBaron(5), Bernardo A. Huberman(4), Ashok N. Srivastava(4), David A. Nix(3), Neil Gershenfeld(3), Andrew D. Back(3), Wray Buntine(2), Shanming Shi(2), Brian Bonnlander(2), Heinz Zimmermann(2), Morgan Mangeas(1), Chris Chatfield(1), Bernardo A. Huberman(1), Erik D. Wiener(1), Jan Pedersen(1), Michael C. Mozer(1), Paul Smolensky(1), David S. Touretzky(1), Jeffrey L. Elman(1)