Amir Atiya

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Samir I ShaheenProfessor of Computer Engineering, Faculty of Engineering, Cairo University, Giza, EgyptVerified email at ieee.org
Mohamed AlyVerified email at mohamedaly.info
Mohamed SalehProf. Operations Research & Decision Support . Cairo UniversityVerified email at fci-cu.edu.eg
Doug CreightonDeakin UniversityVerified email at deakin.edu.au
Nesreen K. AhmedPrincipal Scientist, Cisco AI Research, Intel Labs, Purdue UniversityVerified email at cisco.com
Souhaib Ben TaiebMBZUAI, UMONSVerified email at mbzuai.ac.ae
Robert AndrawisTeaching Assistant, American University in CairoVerified email at purdue.edu
Gianluca BontempiFull professor, Machine Learning Group, Université Libre de BruxellesVerified email at ulb.ac.be
Pierre BaldiProfessor, University of California, IrvineVerified email at ics.uci.edu
Sherif HashemProfessor of Information Science and Technology, George Mason UniversityVerified email at gmu.edu
Mohsen RashwanCairo university, faculty of engineering, electronics and communications departmentVerified email at rdi-eg.com
Chuanyi JiAssociate Prof., ECE Georgia TechVerified email at gatech.edu
AbdElMoniem BayoumiAssistant Professor at Cairo University -- Ph.D. from University of BonnVerified email at cu.edu.eg
Carlo RegazzoniProfessor of Cognitive Telecommunications Systems, University of GenovaVerified email at unige.it
Heba HabibLecturer in Technological University DublinVerified email at tudublin.ie
Nedaa AgamiLecturer (PhD), Faculty of Computers and Information - Cairo UniversityVerified email at fci-cu.edu.eg
Nevin DarwishProfessor of Computer Engineering, Cairo UniversityVerified email at eng.cu.edu.eg
Ahmed HefnyApplied Research Scientist, CruiseVerified email at getcruise.com
Mohamed El GamalCairo University, Faculty of EngineeringVerified email at aucegypt.edu
Lester IngberPhysical Studies Institute LLCVerified email at ingber.com

Amir Atiya

Cairo University

Verified email at alumni.caltech.edu - Homepage

machine learning pattern classification computational finance


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Bankruptcy prediction for credit risk using neural networks: A survey and new results AF Atiya IEEE Transactions on neural networks 12 (4), 929-935, 2001	1150	2001
An empirical comparison of machine learning models for time series forecasting NK Ahmed, AF Atiya, NE Gayar, H El-Shishiny Econometric reviews 29 (5-6), 594-621, 2010	1139	2010
A review and comparison of strategies for multi-step ahead time series forecasting based on the NN5 forecasting competition SB Taieb, G Bontempi, AF Atiya, A Sorjamaa Expert systems with applications 39 (8), 7067-7083, 2012	814	2012
Lower upper bound estimation method for construction of neural network-based prediction intervals A Khosravi, S Nahavandi, D Creighton, AF Atiya IEEE transactions on neural networks 22 (3), 337-346, 2010	761	2010
Comprehensive review of neural network-based prediction intervals and new advances A Khosravi, S Nahavandi, D Creighton, AF Atiya IEEE Transactions on neural networks 22 (9), 1341-1356, 2011	730	2011
New results on recurrent network training: unifying the algorithms and accelerating convergence AF Atiya, AG Parlos IEEE transactions on neural networks 11 (3), 697-709, 2000	644	2000
Introduction to financial forecasting YS Abu-Mostafa, AF Atiya Applied intelligence 6, 205-213, 1996	612	1996
A comprehensive analysis of synthetic minority oversampling technique (SMOTE) for handling class imbalance D Elreedy, AF Atiya Information Sciences 505, 32-64, 2019	570	2019
How delays affect neural dynamics and learning P Baldi, AF Atiya IEEE Transactions on Neural Networks 5 (4), 612-621, 1994	519	1994
A comparison between neural-network forecasting techniques-case study: river flow forecasting AF Atiya, SM El-Shoura, SI Shaheen, MS El-Sherif IEEE Transactions on neural networks 10 (2), 402-409, 1999	480	1999
Astd: Arabic sentiment tweets dataset M Nabil, M Aly, A Atiya Proceedings of the 2015 conference on empirical methods in natural language …, 2015	432	2015
Epileptic seizures detection using deep learning techniques: a review A Shoeibi, M Khodatars, N Ghassemi, M Jafari, P Moridian, ... International journal of environmental research and public health 18 (11), 5780, 2021	366	2021
Labr: A large scale arabic book reviews dataset M Aly, A Atiya Proceedings of the 51st Annual Meeting of the Association for Computational …, 2013	321	2013
Application of the recurrent multilayer perceptron in modeling complex process dynamics AG Parlos, KT Chong, AF Atiya IEEE Transactions on Neural Networks 5 (2), 255-266, 1994	298	1994
Maximum drawdown M Magdon-Ismail, AF Atiya Risk Magazine 17 (10), 99-102, 2004	269	2004
Combination of long term and short term forecasts, with application to tourism demand forecasting RR Andrawis, AF Atiya, H El-Shishiny International Journal of Forecasting 27 (3), 870-886, 2011	257	2011
On the maximum drawdown of a Brownian motion M Magdon-Ismail, AF Atiya, A Pratap, YS Abu-Mostafa Journal of applied probability 41 (1), 147-161, 2004	233	2004
Forecast combinations of computational intelligence and linear models for the NN5 time series forecasting competition RR Andrawis, AF Atiya, H El-Shishiny International journal of forecasting 27 (3), 672-688, 2011	226	2011
Multi-step-ahead prediction using dynamic recurrent neural networks AG Parlos, OT Rais, AF Atiya Neural networks 13 (7), 765-786, 2000	223	2000
A bias and variance analysis for multistep-ahead time series forecasting SB Taieb, AF Atiya IEEE transactions on neural networks and learning systems 27 (1), 62-76, 2015	211	2015

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