Amir F. Atiya
Orcid: 0000-0001-8766-5600
According to our database1,
Amir F. Atiya
authored at least 105 papers
between 1987 and 2024.
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Bibliography
2024
Handling of uncertainty in medical data using machine learning and probability theory techniques: a review of 30 years (1991-2020).
Ann. Oper. Res., August, 2024
A theoretical distribution analysis of synthetic minority oversampling technique (SMOTE) for imbalanced learning.
Mach. Learn., July, 2024
2023
IEEE Trans. Artif. Intell., October, 2023
Int. J. Speech Technol., March, 2023
Proceedings of the IEEE Symposium on Computers and Communications, 2023
2022
2021
Novel pricing strategies for revenue maximization and demand learning using an exploration-exploitation framework.
Soft Comput., 2021
IEEE Access, 2021
2020
Proceedings of the SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, online event, [Brno, Czech Republic], March 30, 2020
Proceedings of the Intelligent Systems Design and Applications, 2020
2019
A framework for an agent-based dynamic pricing for broadband wireless price rate plans.
J. Simulation, 2019
A Comprehensive Analysis of Synthetic Minority Oversampling Technique (SMOTE) for handling class imbalance.
Inf. Sci., 2019
A Novel Active Learning Regression Framework for Balancing the Exploration-Exploitation Trade-Off.
Entropy, 2019
Appl. Soft Comput., 2019
A Novel Distribution Analysis for SMOTE Oversampling Method in Handling Class Imbalance.
Proceedings of the Computational Science - ICCS 2019, 2019
2018
Multi-step ahead time series forecasting via sparse coding and dictionary based techniques.
Appl. Soft Comput., 2018
Proceedings of the Neural Information Processing - 25th International Conference, 2018
Proceedings of the International Conference on Advanced Machine Learning Technologies and Applications, 2018
2016
IEEE Trans. Neural Networks Learn. Syst., 2016
Eur. J. Oper. Res., 2016
Proceedings of the 10th International Workshop on Semantic Evaluation, 2016
2015
Proceedings of the Modelling, Computation and Optimization in Information Systems and Management Sciences - Proceedings of the 3rd International Conference on Modelling, Computation and Optimization in Information Systems and Management Sciences, 2015
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2015
2014
A novel series expansion for the multivariate normal probability integrals based on Fourier series.
Math. Comput., 2014
An evaluation of the integral of the product of the error function and the normal probability density with application to the bivariate normal integral.
Math. Comput., 2014
Proceedings of the EMNLP 2014 Workshop on Arabic Natural Language Processing, 2014
Forward and Backward Forecasting Ensembles for the Estimation of Time Series Missing Data.
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2014
2013
A Novel Quota Sampling Algorithm for Generating Representative Random Samples given Small Sample Size.
Int. J. Syst. Dyn. Appl., 2013
Erratum to: A mixed breadth-depth first strategy for the branch and bound tree of Euclidean <i>k</i>-center problems.
Comput. Optim. Appl., 2013
A mixed breadth-depth first strategy for the branch and bound tree of Euclidean <i>k</i>-center problems.
Comput. Optim. Appl., 2013
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013
2012
A review and comparison of strategies for multi-step ahead time series forecasting based on the NN5 forecasting competition.
Expert Syst. Appl., 2012
Proceedings of the Neural Information Processing - 19th International Conference, 2012
2011
IEEE Trans. Neural Networks, 2011
Lower Upper Bound Estimation Method for Construction of Neural Network-Based Prediction Intervals.
IEEE Trans. Neural Networks, 2011
2010
Forecast Combination Strategies for Handling Structural Breaks for Time Series Forecasting.
Proceedings of the Multiple Classifier Systems, 9th International Workshop, 2010
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2010
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2010
2009
IEEE Trans. Neural Networks, 2009
Pattern Recognit., 2009
Int. J. Pattern Recognit. Artif. Intell., 2009
MLP, Gaussian Processes and Negative Correlation Learning for Time Series Prediction.
Proceedings of the Multiple Classifier Systems, 8th International Workshop, 2009
A Modified K-Nearest Neighbor Classifier to Deal with Unbalanced Classes.
Proceedings of the IJCCI 2009, 2009
Proceedings of the International Conference on Image Processing, 2009
Proceedings of the Image Analysis and Recognition, 6th International Conference, 2009
Proceedings of the Artificial Neural Networks, 2009
2008
CoRR, 2008
A new approach for context-independent handwritten offline diagram recognition using support vector machines.
Proceedings of the International Joint Conference on Neural Networks, 2008
Proceedings of the International Joint Conference on Neural Networks, 2008
Proceedings of the International Joint Conference on Neural Networks, 2008
Proceedings of the 4th International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP 2008), 2008
Cerberus: Applying Supervised and Reinforcement Learning Techniques to Capture the Flag Games.
Proceedings of the Fourth Artificial Intelligence and Interactive Digital Entertainment Conference, 2008
2007
IEEE Trans. Neural Networks, 2007
Proceedings of the Multiple Classifier Systems, 7th International Workshop, 2007
Proceedings of the International Joint Conference on Neural Networks, 2007
Proceedings of the International Joint Conference on Neural Networks, 2007
2006
Proceedings of the Neural Information Processing, 13th International Conference, 2006
Proceedings of the Neural Information Processing, 13th International Conference, 2006
2005
Guest Editorial Introduction to the Special Issue on Adaptive Learning Systems in Communication Networks.
IEEE Trans. Neural Networks, 2005
Sparse basis selection: new results and application to adaptive prediction of video source traffic.
IEEE Trans. Neural Networks, 2005
Efficient Estimation of First Passage Time Density Function for Jump-Diffusion Processes.
SIAM J. Sci. Comput., 2005
Neural Comput., 2005
2003
IEEE Trans. Signal Process., 2003
Proceedings of the 2003 IEEE International Conference on Computational Intelligence for Financial Engineering, 2003
Proceedings of the 2003 IEEE International Conference on Computational Intelligence for Financial Engineering, 2003
2002
IEEE Trans. Neural Networks, 2002
2001
IEEE Trans. Neural Networks, 2001
Bankruptcy prediction for credit risk using neural networks: A survey and new results.
IEEE Trans. Neural Networks, 2001
IEEE Trans. Neural Networks, 2001
IEEE Trans. Control. Syst. Technol., 2001
2000
New results on recurrent network training: unifying the algorithms and accelerating convergence.
IEEE Trans. Neural Networks Learn. Syst., 2000
Neural Networks, 2000
Neural Networks, 2000
Proceedings of the Intelligent Data Engineering and Automated Learning, 2000
1999
A comparison between neural-network forecasting techniques-case study: river flow forecasting.
IEEE Trans. Neural Networks, 1999
Three-dimensional video compression using subband/wavelet transform with lower buffering requirements.
IEEE Trans. Image Process., 1999
Proceedings of the International Joint Conference Neural Networks, 1999
Lowering Frame-Buffering Requirements of 3-D Wavelet Transform Coding of Interactive Video.
Proceedings of the 1999 International Conference on Image Processing, 1999
1998
Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998
Proceedings of the Third IEEE Symposium on Computers and Communications (ISCC 1998), June 30, 1998
Proceedings of the Third IEEE Symposium on Computers and Communications (ISCC 1998), June 30, 1998
1997
IEEE Trans. Neural Networks, 1997
Proceedings of International Conference on Neural Networks (ICNN'97), 1997
1996
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996
1994
IEEE Trans. Neural Networks, 1994
Application of the recurrent multilayer perceptron in modeling complex process dynamics.
IEEE Trans. Neural Networks, 1994
1993
1990
Neural Networks, 1990
1989
Oscillations and Synchronizations in Neural Networks: an Exploration of the Labeling Hypothesis.
Int. J. Neural Syst., 1989
Proceedings of the Advances in Neural Information Processing Systems 2, 1989
1987
IEEE Trans. Syst. Man Cybern., 1987
Proceedings of the Neural Information Processing Systems, Denver, Colorado, USA, 1987, 1987
Proceedings of the Neural Information Processing Systems, Denver, Colorado, USA, 1987, 1987