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1

An Empirical Comparison of Machine Learning Models for Time Series Forecasting

Ahmed, Nesreen K., Atiya, Amir F., Gayar, Neamat El, El-Shishiny, Hisham

Journal:

Econometric Reviews

Year:

2010

Language:

english

File:

PDF, 356 KB

english, 2010

2

Dynamic pricing for hotel revenue management using price multipliers

Bayoumi, Abd El-Moniem, Saleh, Mohamed, Atiya, Amir F, Aziz, Heba Abdel

Journal:

Journal of Revenue and Pricing Management

Year:

2013

Language:

english

File:

PDF, 286 KB

english, 2013

3

A Comprehensive Analysis of Synthetic Minority Oversampling TEchnique (SMOTE) for Handling Class Imbalance

Elreedy, Dina, Atiya, Amir F.

Journal:

Information Sciences

Year:

2019

Language:

english

File:

PDF, 718 KB

english, 2019

4

A review and comparison of strategies for multi-step ahead time series forecasting based on the NN5 forecasting competition

Souhaib Ben Taieb, Gianluca Bontempi, Amir F. Atiya, Antti Sorjamaa

Journal:

Expert Systems with Applications

Year:

2012

Language:

english

File:

PDF, 946 KB

english, 2012

5

Forecasting hotel arrivals and occupancy using Monte Carlo simulation

Zakhary, Athanasius, Atiya, Amir F, El-Shishiny, Hisham, Gayar, Neamat E

Journal:

Journal of Revenue and Pricing Management

Year:

2011

Language:

english

File:

PDF, 350 KB

english, 2011

6

Combination of long term and short term forecasts, with application to tourism demand forecasting

Robert R. Andrawis, Amir F. Atiya, Hisham El-Shishiny

Journal:

International Journal of Forecasting

Year:

2011

Language:

english

File:

PDF, 263 KB

english, 2011

7

Introduction to financial forecasting

Yaser S. Abu-Mostafa, Amir F. Atiya

Journal:

Applied Intelligence

Year:

1996

Language:

english

File:

PDF, 638 KB

english, 1996

8

Using Brownian Bridge for Fast Simulation of Jump-Diffusion Processes and Barrier Options

Metwally, Steve A.K, Atiya, Amir F

Journal:

The Journal of Derivatives

Year:

2002

Language:

english

File:

PDF, 238 KB

english, 2002

9

An analytic approximation of the likelihood function for the Heston model volatility estimation problem

Atiya, Amir F., Wall, Steve

Journal:

Quantitative Finance

Year:

2009

Language:

english

File:

PDF, 222 KB

english, 2009

10

On the Maximum Drawdown of a Brownian Motion

Malik Magdon-Ismail, Amir F. Atiya, Amrit Pratap and Yaser S. Abu-Mostafa

Journal:

Journal of Applied Probability

Year:

2004

Language:

english

File:

PDF, 1003 KB

english, 2004

11

An integrated framework for advanced hotel revenue management

Farouk El Gayar, Neamat, Saleh, Mohamed, Atiya, Amir, El‐Shishiny, Hisham, Alkes Youhanna Fayez Zakhary, Athanasius, Abdel Aziz Mohammed Habib, Heba

Journal:

International Journal of Contemporary Hospitality Management

Year:

2011

Language:

english

File:

PDF, 286 KB

english, 2011

12

A Bias and Variance Analysis for Multistep-Ahead Time Series Forecasting

Taieb, Souhaib Ben, Atiya, Amir F.

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2015

Language:

english

File:

PDF, 2.31 MB

english, 2015

13

A mixed breadth-depth first strategy for the branch and bound tree of Euclideank-center problems

Fayed, Hatem A., Atiya, Amir F.

Journal:

Computational Optimization and Applications

Year:

2013

Language:

english

File:

PDF, 1.36 MB

english, 2013

14

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

Journal:

International Journal of Precision Engineering and Manufacturing

Year:

2017

Language:

english

File:

PDF, 592 KB

english, 2017

15

Forecast combinations of computational intelligence and linear models for the NN5 time series forecasting competition

Robert R. Andrawis, Amir F. Atiya, Hisham El-Shishiny

Journal:

International Journal of Forecasting

Year:

2011

Language:

english

File:

PDF, 350 KB

english, 2011

16

A maximum likelihood approach to volatility estimation for a Brownian motion using high, low and close price data

Magdon-Ismail, Malik, Atiya, Amir F

Journal:

Quantitative Finance

Year:

2003

Language:

english

File:

PDF, 409 KB

english, 2003

17

Biogenic synthesis of green and cost effective iron nanoparticles and evaluation of their potential biomedical properties

Iqbal, Javed, Abbasi, Banzeer Ahsan, Ahmad, Riaz, Shahbaz, Amir, Zahra, Syeda Anber, Kanwal, Sobia, Munir, Akhtar, Rabbani, Atiya, Mahmood, Tariq

Journal:

Journal of Molecular Structure

Year:

2020

Language:

english

File:

PDF, 10.00 MB

english, 2020

18

An unsupervised learning technique for artificial neural networks

Journal:

Neural Networks

Year:

1990

Language:

english

File:

PDF, 380 KB

english, 1990

19

A novel series expansion for the multivariate normal probability integrals based on Fourier series

Fayed, Hatem A., Atiya, Amir F.

Journal:

Mathematics of Computation

Year:

2014

Language:

english

File:

PDF, 261 KB

english, 2014

20

[IEEE 2006 ITI 4th International Conference on Information & Communications Technology - Cairo, Egypt (2006.12.10-2006.12.12)] 2006 ITI 4th International Conference on Information & Communications Technology - Comparing the Performance of Learnable Evolution Model LEM and Pattern Search as a Function Optimizer

Talkhan, Ihab, Atiya, Amir, Sallam, Hany, Ashour, M., El Salam, A. M. Abd, Regazzoni, Carlo

Year:

2006

Language:

english

File:

PDF, 80 KB

english, 2006

21

Erratum to: A mixed breadth-depth first strategy for the branch and bound tree of Euclideank-center problems

Fayed, Hatem A., Atiya, Amir F.

Journal:

Computational Optimization and Applications

Year:

2013

Language:

english

File:

PDF, 140 KB

english, 2013

22

[IEEE 2007 International Symposium on Information Technology Convergence (ISITC 2007) - Jeonju, Korea (2007.11.23-2007.11.24)] 2007 International Symposium on Information Technology Convergence (ISITC 2007) - Round Trip Time Prediction Using the Symbolic Function Network Approach

Eskander, George S., Atiya, Amir, Chong, Kil To, Kim, Hyongsuk, Yoo, Sung Goo

Year:

2007

Language:

english

File:

PDF, 296 KB

english, 2007

23

Bioinspired synthesis and activity characterization of iron oxide nanoparticles made using Rhamnus Triquetra leaf extract

Abbasi, Banzeer Ahsan, Iqbal, Javed, Zahra, Syeda Anber, Shahbaz, Amir, Kanwal, Sobia, Rabbani, Atiya, Mahmood, Tariq

Journal:

Materials Research Express

Year:

2019

File:

PDF, 1.88 MB

2019

24

Symbolic function network

George S. Eskander, Amir F. Atiya

Journal:

Neural Networks

Year:

2009

Language:

english

File:

PDF, 2.47 MB

english, 2009

25

Self-generating prototypes for pattern classification

Hatem A. Fayed, Sherif R. Hashem, Amir F. Atiya

Journal:

Pattern Recognition

Year:

2007

Language:

english

File:

PDF, 644 KB

english, 2007

26

A neural network based dynamic forecasting model for Trend Impact Analysis

Nedaa Agami, Amir Atiya, Mohamed Saleh, Hisham El-Shishiny

Journal:

Technological Forecasting and Social Change

Year:

2009

Language:

english

File:

PDF, 907 KB

english, 2009

27

[IEEE 2008 IEEE International Joint Conference on Neural Networks (IJCNN 2008 - Hong Kong) - Hong Kong, China (2008.06.1-2008.06.8)] 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence) - A new accurate approximation for the Gaussian process classification problem

Abdel-Gawad, Ahmed H., Atiya, Amir F.

Year:

2008

Language:

english

File:

PDF, 137 KB

english, 2008

28

[IEEE 2008 IEEE International Joint Conference on Neural Networks (IJCNN 2008 - Hong Kong) - Hong Kong, China (2008.06.1-2008.06.8)] 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence) - A new multidimensional penalized likelihood regression method

Hassan, Mostafa M., Atiya, Amir F., El-Fouly, Raafat

Year:

2008

Language:

english

File:

PDF, 167 KB

english, 2008

29

Nonlinear Identification of Process Dynamics Using Neural Networks

Parlos, Alexander G., Atiya, Amir F., Chong, Kil T., Tsai, Wei K.

Journal:

Nuclear Technology

Year:

1992

Language:

english

File:

PDF, 2.74 MB

english, 1992

30

[IEEE 2009 International Conference on Research Challenges in Computer Science (ICRCCS) - Shanghai, China (2009.12.28-2009.12.29)] 2009 International Conference on Research Challenges in Computer Science - DS: A Disperse Swarm Algorithm

Shaheen, Hassan, Atiya, Amir

Year:

2009

Language:

english

File:

PDF, 631 KB

english, 2009

31

[IEEE 2007 International Joint Conference on Neural Networks - Orlando, FL, USA (2007.08.12-2007.08.17)] 2007 International Joint Conference on Neural Networks - Regression in the Presence Missing Data Using Ensemble Methods

Hassan, Mostafa M., Atiya, Amir F., El-Gayar, Neamat, El-Fouly, Raafat

Year:

2007

Language:

english

File:

PDF, 170 KB

english, 2007

32

A Polarity Capturing Sphere for Word to Vector Representation

Rizkallah, Sandra, Atiya, Amir F., Shaheen, Samir

Journal:

Applied Sciences

Year:

2020

File:

PDF, 373 KB

2020

33

NOVEL ENSEMBLE TECHNIQUES FOR REGRESSION WITH MISSING DATA

HASSAN, MOSTAFA M., ATIYA, AMIR F., GAYAR, NEAMAT EL, EL-FOULY, RAAFAT

Journal:

New Mathematics and Natural Computation

Year:

2009

Language:

english

File:

PDF, 168 KB

english, 2009

34

On the maximum drawdown of a Brownian motion

Magdon-Ismail, Malik, Atiya, Amir F., Pratap, Amrit, Abu-Mostafa, Yaser S.

Journal:

Journal of Applied Probability

Year:

2004

Language:

english

File:

PDF, 182 KB

english, 2004

35

A Novel Active Learning Regression Framework for Balancing the Exploration-Exploitation Trade-Off

Elreedy, Dina, Atiya, Amir F., Shaheen, Samir I.

Journal:

Year:

2019

Language:

english

File:

PDF, 994 KB

english, 2019

36

[IEEE 2014 10th International Computer Engineering Conference (ICENCO) - Giza, Cairo, Egypt (2014.12.29-2014.12.30)] 2014 10th International Computer Engineering Conference (ICENCO) - Optimized static pricing approach for revenue maximization in telecommunications

El-Reedy, Dina A., Atiya, Amir F., Fayed, Hatem A., Saleh, Mohammed

Year:

2014

Language:

english

File:

PDF, 521 KB

english, 2014

37

Parameter Estimation for Coupled Tank using Estimate Filtering

Seung, Jihoon, Atiya F., Amir, Parlos, Alexander, Chong, Kilto

Journal:

International Journal of Control and Automation

Year:

2013

Language:

english

File:

PDF, 492 KB

english, 2013

38

[IEEE 2008 IEEE International Joint Conference on Neural Networks (IJCNN 2008 - Hong Kong) - Hong Kong, China (2008.06.1-2008.06.8)] 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence) - A new approach for context-independent handwritten offline diagram recognition using support vector machines

Refaat, Khaled S., Helmy, Wael N., Ali, AbdelRahman H., AbdelGhany, Mohamed S., Atiya, Amir F.

Year:

2008

File:

PDF, 239 KB

2008

39

[IEEE 2014 10th International Computer Engineering Conference (ICENCO) - Giza, Cairo, Egypt (2014.12.29-2014.12.30)] 2014 10th International Computer Engineering Conference (ICENCO) - A simulation-based overbooking approach for hotel revenue management

Fouad, Ahmed M., Atiya, Amir F., Saleh, Mohamed, Bayoumi, Abd El-Moniem M.

Year:

2014

Language:

english

File:

PDF, 1001 KB

english, 2014

40

The Early Restart Algorithm

Magdon-Ismail, Malik, Atiya, Amir F.

Journal:

Neural Computation

Year:

2000

File:

PDF, 593 KB

2000

41

Estimating the Posterior Probabilities Using the K -Nearest Neighbor Rule

Journal:

Neural Computation

Year:

2005

Language:

english

File:

PDF, 85 KB

english, 2005

42

On the maximum drawdown of a Brownian motion

Magdon-Ismail, Malik, Atiya, Amir F., Pratap, Amrit, Abu-Mostafa, Yaser S.

Journal:

Journal of Applied Probability

Year:

2004

Language:

english

File:

PDF, 156 KB

english, 2004

43

A new Bayesian formulation for Holt's exponential smoothing

Robert R. Andrawis, Amir F. Atiya

Journal:

Journal of Forecasting

Year:

2009

Language:

english

File:

PDF, 212 KB

english, 2009

44

Solution of systems of Boolean equations via the integer domain

Ahmed H. Abdel-Gawad, Amir F. Atiya, Nevin M. Darwish

Journal:

Information Sciences

Year:

2010

Language:

english

File:

PDF, 342 KB

english, 2010

45

[IEEE 2012 8th International Computer Engineering Conference (ICENCO) - Giza Cairo, Egypt (2012.12.29-2012.12.30)] 2012 8th International Computer Engineering Conference (ICENCO) - A new unconstraining method for demand forecasting

Fouad, Ahmed M., Atiya, Amir F., Saleh, Mohamed, Zakhary, Athanasius

Year:

2012

Language:

english

File:

PDF, 198 KB

english, 2012

46

[IEEE 2006 International Conference on Computer Engineering and Systems - Cairo (2006.11.5-2006.11.7)] 2006 International Conference on Computer Engineering and Systems - Evolutionary Optimization of Neural Networks for Fire Recognition

Kandil, Magy, Shahin, Samir, Atiya, Amir, Fayek, Magda

Year:

2006

Language:

english

File:

PDF, 5.33 MB

english, 2006

47

Multi-Step Ahead Time Series Forecasting via Sparse Coding and Dictionary Based Techniques

Helmi, Ahmed, Fakhr, Mohamed W., Atiya, Amir F.

Journal:

Applied Soft Computing

Year:

2018

Language:

english

File:

PDF, 687 KB

english, 2018

48

A framework for an agent-based dynamic pricing for broadband wireless price rate plans

Elreedy, Dina, Atiya, Amir F., Fayed, Hatem, Saleh, Mohamed

Journal:

Journal of Simulation

Year:

2018

Language:

english

File:

PDF, 1.77 MB

english, 2018

49

The Optimal Linear Feature for the Three-Class Equal-Covariance Gaussian Case

Atiya, Amir F., El-Sheikh, Talaat S.

Journal:

IEEE Transactions on Systems Man and Cybernetics

Year:

1987

Language:

english

File:

PDF, 1.39 MB

english, 1987

50

An evaluation of the integral of the product of the error function and the normal probability density with application to the bivariate normal integral

Fayed, Hatem A., Atiya, Amir F.

Journal:

Mathematics of Computation

Year:

2013

Language:

english

File:

PDF, 239 KB

english, 2013

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