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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

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

3

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

4

[Lecture Notes in Computer Science] Artificial Neural Networks in Pattern Recognition Volume 8774 ||

El Gayar, Neamat, Schwenker, Friedhelm, Suen, Cheng

Year:

2014

Language:

english

File:

PDF, 10.22 MB

english, 2014

5

[Lecture Notes in Computer Science] Multiple Classifier Systems Volume 5997 || “Good” and “Bad” Diversity in Majority Vote Ensembles

El Gayar, Neamat, Kittler, Josef, Roli, Fabio

Year:

2010

Language:

english

File:

PDF, 320 KB

english, 2010

6

[Lecture Notes in Computer Science] Artificial Neural Networks in Pattern Recognition Volume 9896 || A Spiking Neural Network for Personalised Modelling of Electrogastrography (EGG)

Schwenker, Friedhelm, Abbas, Hazem M., El Gayar, Neamat, Trentin, Edmondo

Year:

2016

Language:

english

File:

PDF, 2.50 MB

english, 2016

7

[Lecture Notes in Computer Science] Artificial Neural Networks in Pattern Recognition Volume 9896 || Background Categorization for Automatic Animal Detection in Aerial Videos Using Neural Networks

Schwenker, Friedhelm, Abbas, Hazem M., El Gayar, Neamat, Trentin, Edmondo

Year:

2016

Language:

english

File:

PDF, 8.29 MB

english, 2016

8

[IEEE 2019 International Conference on Computational Intelligence and Knowledge Economy (ICCIKE) - Dubai, United Arab Emirates (2019.12.11-2019.12.12)] 2019 International Conference on Computational Intelligence and Knowledge Economy (ICCIKE) - Sentiment Analysis using Unlabeled Email data

Hag Ali, Rayan Salah, El Gayar, Neamat

Year:

2019

Language:

english

File:

PDF, 6.65 MB

english, 2019

9

A new approach in content-based image retrieval using fuzzy

Heba Aboulmagd, Neamat El-Gayar, Hoda Onsi

Journal:

Telecommunication Systems

Year:

2009

Language:

english

File:

PDF, 1.68 MB

english, 2009

10

[IEEE 2012 11th International Conference on Information Sciences, Signal Processing and their Applications (ISSPA) - Montreal, QC, Canada (2012.07.2-2012.07.5)] 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) - Adaptive biometric verification system using quality-based co-training

Mostafa, Tarek M., El-Azab, Iman A., El-Gayar, Neamat F.

Year:

2012

Language:

english

File:

PDF, 959 KB

english, 2012

11

[Lecture Notes in Computer Science] Artificial Neural Networks in Pattern Recognition Volume 5998 || A Novel Word Spotting Algorithm Using Bidirectional Long Short-Term Memory Neural Networks

Schwenker, Friedhelm, El Gayar, Neamat

Year:

2010

Language:

english

File:

PDF, 279 KB

english, 2010

12

[Lecture Notes in Computer Science] Multiple Classifier Systems Volume 5997 || SOCIAL: Self-Organizing ClassIfier ensemble for Adversarial Learning

El Gayar, Neamat, Kittler, Josef, Roli, Fabio

Year:

2010

Language:

english

File:

PDF, 325 KB

english, 2010

13

[Lecture Notes in Computer Science] Multiple Classifier Systems Volume 5997 || Dynamic Selection of Ensembles of Classifiers Using Contextual Information

El Gayar, Neamat, Kittler, Josef, Roli, Fabio

Year:

2010

Language:

english

File:

PDF, 383 KB

english, 2010

14

[Lecture Notes in Computer Science] Multiple Classifier Systems Volume 5997 || Selecting Structural Base Classifiers for Graph-Based Multiple Classifier Systems

El Gayar, Neamat, Kittler, Josef, Roli, Fabio

Year:

2010

Language:

english

File:

PDF, 234 KB

english, 2010

15

[Lecture Notes in Computer Science] Multiple Classifier Systems Volume 5997 ||

El Gayar, Neamat, Kittler, Josef, Roli, Fabio

Year:

2010

Language:

english

File:

PDF, 9.29 MB

english, 2010

16

[Lecture Notes in Computer Science] Artificial Neural Networks in Pattern Recognition Volume 5998 || SIC-Means: A Semi-fuzzy Approach for Clustering Data Streams Using C-Means

Schwenker, Friedhelm, El Gayar, Neamat

Year:

2010

Language:

english

File:

PDF, 423 KB

english, 2010

17

[Lecture Notes in Computer Science] Artificial Neural Networks in Pattern Recognition Volume 5998 ||

Schwenker, Friedhelm, El Gayar, Neamat

Year:

2010

Language:

english

File:

PDF, 6.25 MB

english, 2010

18

[Lecture Notes in Computer Science] Artificial Neural Networks in Pattern Recognition Volume 5998 || Content-Based Retrieval and Classification of Ultrasound Medical Images of Ovarian Cysts

Schwenker, Friedhelm, El Gayar, Neamat

Year:

2010

Language:

english

File:

PDF, 281 KB

english, 2010

19

[Lecture Notes in Computer Science] Artificial Neural Networks in Pattern Recognition Volume 8774 || End-Shape Recognition for Arabic Handwritten Text Segmentation

El Gayar, Neamat, Schwenker, Friedhelm, Suen, Cheng

Year:

2014

Language:

english

File:

PDF, 229 KB

english, 2014

20

[IEEE 2010 International Conference on Body Sensor Networks (BSN) - Singapore, Singapore (2010.06.7-2010.06.9)] 2010 International Conference on Body Sensor Networks - Body and Visual Sensor Fusion for Motion Analysis in Ubiquitous Healthcare Systems

ElSayed, Mohamed, Alsebai, Abubakr, Salaheldin, Ahmed, Gayar, Neamat El, ElHelw, Mohamed

Year:

2010

Language:

english

File:

PDF, 484 KB

english, 2010

21

[IEEE 2010 International Conference of Soft Computing and Pattern Recognition (SoCPaR) - Cergy-Pontoise, France (2010.12.7-2010.12.10)] 2010 International Conference of Soft Computing and Pattern Recognition - Investigating analysis of speech content through text classification

Ezzat, Souraya, Gayar, Neamat El, Ghanem, Moustafa M.

Year:

2010

Language:

english

File:

PDF, 412 KB

english, 2010

22

[IEEE 2012 11th International Conference on Information Sciences, Signal Processing and their Applications (ISSPA) - Montreal, QC, Canada (2012.07.2-2012.07.5)] 2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA) - Complementary feature splits for co-training

Salaheldin, Ahmed, El-Gayar, Neamat

Year:

2012

Language:

english

File:

PDF, 331 KB

english, 2012

23

[IEEE 2010 10th International Conference on Intelligent Systems Design and Applications (ISDA) - Cairo, Egypt (2010.11.29-2010.12.1)] 2010 10th International Conference on Intelligent Systems Design and Applications - Emotions analysis of speech for call classification

Hassan, Esraa Ali, Gayar, Neamat El, Moustafa, M. Ghanem

Year:

2010

Language:

english

File:

PDF, 326 KB

english, 2010

24

[IEEE 2010 10th International Conference on Intelligent Systems Design and Applications (ISDA) - Cairo, Egypt (2010.11.29-2010.12.1)] 2010 10th International Conference on Intelligent Systems Design and Applications - A semi-supervised learning approach for soft labeled data

El-Zahhar, Mohamed M., El-Gayar, Neamat F.

Year:

2010

Language:

english

File:

PDF, 248 KB

english, 2010

25

[IEEE 2010 10th International Conference on Intelligent Systems Design and Applications (ISDA) - Cairo, Egypt (2010.11.29-2010.12.1)] 2010 10th International Conference on Intelligent Systems Design and Applications - Support Vector Machine ensembles using features distribution among subsets for enhancing microarray data classification

Ahmed, Eman, El-Gayar, Neamat, El-Azab, Iman A.

Year:

2010

Language:

english

File:

PDF, 153 KB

english, 2010

26

[IEEE 2010 4th International Conference on Bioinformatics and Biomedical Engineering (iCBBE) - Chengdu, China (2010.06.18-2010.06.20)] 2010 4th International Conference on Bioinformatics and Biomedical Engineering - Automated Cardiac-Tissue Identification in Composite Strain-Encoded (C-SENC) Images Using Fuzzy K-Means and Bayesian Classifier

Motaal, Abdallah, El-Gayar, Neamat, Osman, Nael F.

Year:

2010

Language:

english

File:

PDF, 2.01 MB

english, 2010

27

[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

28

[Lecture Notes in Computer Science] Artificial Neural Networks in Pattern Recognition Volume 8774 || Comparative Study of Feature Selection for White Blood Cell Differential Counts in Low Resolution Images

El Gayar, Neamat, Schwenker, Friedhelm, Suen, Cheng

Year:

2014

Language:

english

File:

PDF, 315 KB

english, 2014

29

[Lecture Notes in Computer Science] Artificial Neural Networks in Pattern Recognition Volume 5998 || VLSI Architecture of the Fuzzy Fingerprint Vault System

Schwenker, Friedhelm, El Gayar, Neamat

Year:

2010

Language:

english

File:

PDF, 242 KB

english, 2010

30

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

31

[Lecture Notes in Computer Science] Artificial Neural Networks in Pattern Recognition Volume 9896 ||

Schwenker, Friedhelm, Abbas, Hazem M., El Gayar, Neamat, Trentin, Edmondo

Year:

2016

Language:

english

File:

PDF, 35.60 MB

english, 2016

32

[Lecture Notes in Computer Science] Artificial Neural Networks in Pattern Recognition Volume 9896 || Interpretable Classifiers in Precision Medicine: Feature Selection and Multi-class Categorization

Schwenker, Friedhelm, Abbas, Hazem M., El Gayar, Neamat, Trentin, Edmondo

Year:

2016

Language:

english

File:

PDF, 361 KB

english, 2016

33

[Lecture Notes in Computer Science] Artificial Neural Networks in Pattern Recognition Volume 9896 || Learning Sequential Data with the Help of Linear Systems

Schwenker, Friedhelm, Abbas, Hazem M., El Gayar, Neamat, Trentin, Edmondo

Year:

2016

Language:

english

File:

PDF, 539 KB

english, 2016

34

[Lecture Notes in Computer Science] Artificial Neural Networks in Pattern Recognition Volume 9896 || Time Series Classification in Reservoir- and Model-Space: A Comparison

Schwenker, Friedhelm, Abbas, Hazem M., El Gayar, Neamat, Trentin, Edmondo

Year:

2016

Language:

english

File:

PDF, 1.58 MB

english, 2016

35

[Lecture Notes in Computer Science] Artificial Neural Networks in Pattern Recognition Volume 9896 || Quad-Tree Based Image Segmentation and Feature Extraction to Recognize Online Handwritten Bangla Characters

Schwenker, Friedhelm, Abbas, Hazem M., El Gayar, Neamat, Trentin, Edmondo

Year:

2016

Language:

english

File:

PDF, 3.20 MB

english, 2016

36

[Lecture Notes in Computer Science] Artificial Neural Networks in Pattern Recognition Volume 9896 || On Gestures and Postural Behavior as a Modality in Ensemble Methods

Schwenker, Friedhelm, Abbas, Hazem M., El Gayar, Neamat, Trentin, Edmondo

Year:

2016

Language:

english

File:

PDF, 1.61 MB

english, 2016

37

[Lecture Notes in Computer Science] Artificial Neural Networks in Pattern Recognition Volume 9896 || Co-training with Credal Models

Schwenker, Friedhelm, Abbas, Hazem M., El Gayar, Neamat, Trentin, Edmondo

Year:

2016

Language:

english

File:

PDF, 681 KB

english, 2016

38

[Lecture Notes in Computer Science] Artificial Neural Networks in Pattern Recognition Volume 9896 || Emotion Recognition in Speech with Deep Learning Architectures

Schwenker, Friedhelm, Abbas, Hazem M., El Gayar, Neamat, Trentin, Edmondo

Year:

2016

Language:

english

File:

PDF, 496 KB

english, 2016

39

[Lecture Notes in Computer Science] Artificial Neural Networks in Pattern Recognition Volume 9896 || Finding Small Sets of Random Fourier Features for Shift-Invariant Kernel Approximation

Schwenker, Friedhelm, Abbas, Hazem M., El Gayar, Neamat, Trentin, Edmondo

Year:

2016

Language:

english

File:

PDF, 1.03 MB

english, 2016

40

[Lecture Notes in Computer Science] Artificial Neural Networks in Pattern Recognition Volume 9896 || Comparing Incremental Learning Strategies for Convolutional Neural Networks

Schwenker, Friedhelm, Abbas, Hazem M., El Gayar, Neamat, Trentin, Edmondo

Year:

2016

Language:

english

File:

PDF, 1.75 MB

english, 2016

41

[Lecture Notes in Computer Science] Artificial Neural Networks in Pattern Recognition Volume 9896 || On the Harmony Search Using Quaternions

Schwenker, Friedhelm, Abbas, Hazem M., El Gayar, Neamat, Trentin, Edmondo

Year:

2016

Language:

english

File:

PDF, 440 KB

english, 2016

42

[Lecture Notes in Computer Science] Artificial Neural Networks in Pattern Recognition Volume 9896 || Incremental Construction of Low-Dimensional Data Representations

Schwenker, Friedhelm, Abbas, Hazem M., El Gayar, Neamat, Trentin, Edmondo

Year:

2016

Language:

english

File:

PDF, 187 KB

english, 2016

43

[Lecture Notes in Computer Science] Artificial Neural Networks in Pattern Recognition Volume 9896 || Objectness Scoring and Detection Proposals in Forward-Looking Sonar Images with Convolutional Neural Networks

Schwenker, Friedhelm, Abbas, Hazem M., El Gayar, Neamat, Trentin, Edmondo

Year:

2016

Language:

english

File:

PDF, 3.64 MB

english, 2016

44

[Lecture Notes in Computer Science] Artificial Neural Networks in Pattern Recognition Volume 9896 || Density Based Clustering via Dominant Sets

Schwenker, Friedhelm, Abbas, Hazem M., El Gayar, Neamat, Trentin, Edmondo

Year:

2016

Language:

english

File:

PDF, 1.65 MB

english, 2016

45

[Lecture Notes in Computer Science] Artificial Neural Networks in Pattern Recognition Volume 9896 || Predictive Segmentation Using Multichannel Neural Networks in Arabic OCR System

Schwenker, Friedhelm, Abbas, Hazem M., El Gayar, Neamat, Trentin, Edmondo

Year:

2016

Language:

english

File:

PDF, 1.83 MB

english, 2016

46

[Lecture Notes in Computer Science] Artificial Neural Networks in Pattern Recognition Volume 9896 || Towards Effective Classification of Imbalanced Data with Convolutional Neural Networks

Schwenker, Friedhelm, Abbas, Hazem M., El Gayar, Neamat, Trentin, Edmondo

Year:

2016

Language:

english

File:

PDF, 1.08 MB

english, 2016

47

[Lecture Notes in Computer Science] Artificial Neural Networks in Pattern Recognition Volume 9896 || On CPU Performance Optimization of Restricted Boltzmann Machine and Convolutional RBM

Schwenker, Friedhelm, Abbas, Hazem M., El Gayar, Neamat, Trentin, Edmondo

Year:

2016

Language:

english

File:

PDF, 328 KB

english, 2016

48

[Lecture Notes in Computer Science] Artificial Neural Networks in Pattern Recognition Volume 9896 || Active Learning for Speech Event Detection in HCI

Schwenker, Friedhelm, Abbas, Hazem M., El Gayar, Neamat, Trentin, Edmondo

Year:

2016

Language:

english

File:

PDF, 1.13 MB

english, 2016

49

Off the Mainstream: Advances in Neural Networks and Machine Learning for Pattern Recognition

Trentin, Edmondo, Schwenker, Friedhelm, El Gayar, Neamat, Abbas, Hazem M.

Journal:

Neural Processing Letters

Year:

2018

Language:

english

File:

PDF, 326 KB

english, 2018

50

[IEEE 2019 International Conference on Computational Intelligence and Knowledge Economy (ICCIKE) - Dubai, United Arab Emirates (2019.12.11-2019.12.12)] 2019 International Conference on Computational Intelligence and Knowledge Economy (ICCIKE) - Fraud Detection using Machine Learning and Deep Learning

Raghavan, Pradheepan, Gayar, Neamat El

Year:

2019

File:

PDF, 7.00 MB

2019