A Bias and Variance Analysis for Multistep-Ahead Time Series Forecasting
Ben Taieb, Souhaib, Atiya, Amir F.
Published in IEEE transaction on neural networks and learning systems (01.01.2016)
Published in IEEE transaction on neural networks and learning systems (01.01.2016)
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Journal Article
An empirical comparison of machine learning models for time series forecasting
Ahmed, Nesreen K, Atiya, Amir F, Gayar, Neamat el, El-Shishiny, Hisham
Published in Econometric reviews (01.09.2010)
Published in Econometric reviews (01.09.2010)
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Journal Article
A Novel Active Learning Regression Framework for Balancing the Exploration-Exploitation Trade-Off
Elreedy, Dina, Atiya, Amir F., Shaheen, Samir I.
Published in Entropy (Basel, Switzerland) (01.07.2019)
Published in Entropy (Basel, Switzerland) (01.07.2019)
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Journal Article
Identification of unknown parameter value for precise flow control of Coupled Tank using Robust Unscented Kalman filter
Seung, Ji-Hoon, Atiya, Amir F., Parlos, Alexander G., Chong, Kil-To
Published in International journal of precision engineering and manufacturing (2017)
Published in International journal of precision engineering and manufacturing (2017)
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Journal Article
Comprehensive Review of Neural Network-Based Prediction Intervals and New Advances
Khosravi, A., Nahavandi, S., Creighton, D., Atiya, A. F.
Published in IEEE transactions on neural networks (01.09.2011)
Published in IEEE transactions on neural networks (01.09.2011)
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Journal Article
Epileptic Seizures Detection Using Deep Learning Techniques: A Review
Shoeibi, Afshin, Khodatars, Marjane, Ghassemi, Navid, Jafari, Mahboobeh, Moridian, Parisa, Alizadehsani, Roohallah, Panahiazar, Maryam, Khozeimeh, Fahime, Zare, Assef, Hosseini-Nejad, Hossein, Khosravi, Abbas, Atiya, Amir F., Aminshahidi, Diba, Hussain, Sadiq, Rouhani, Modjtaba, Nahavandi, Saeid, Acharya, Udyavara Rajendra
Published in International journal of environmental research and public health (27.05.2021)
Published in International journal of environmental research and public health (27.05.2021)
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Journal Article
Lower Upper Bound Estimation Method for Construction of Neural Network-Based Prediction Intervals
Khosravi, A, Nahavandi, S, Creighton, D, Atiya, A F
Published in IEEE transactions on neural networks (01.03.2011)
Published in IEEE transactions on neural networks (01.03.2011)
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Journal Article
Handling of uncertainty in medical data using machine learning and probability theory techniques: a review of 30 years (1991–2020)
Alizadehsani, Roohallah, Roshanzamir, Mohamad, Hussain, Sadiq, Khosravi, Abbas, Koohestani, Afsaneh, Zangooei, Mohammad Hossein, Abdar, Moloud, Beykikhoshk, Adham, Shoeibi, Afshin, Zare, Assef, Panahiazar, Maryam, Nahavandi, Saeid, Srinivasan, Dipti, Atiya, Amir F., Acharya, U. Rajendra
Published in Annals of operations research (21.03.2021)
Published in Annals of operations research (21.03.2021)
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Journal Article
Analytical solutions to the dynamic pricing problem for time-normalized revenue
Ibrahim, Michael Nawar, Atiya, Amir F.
Published in European journal of operational research (16.10.2016)
Published in European journal of operational research (16.10.2016)
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Journal Article