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Elhoseny, Mohamed

The International Conference on Advanced Machine Learning Technologies and Applications (AMLTA2018)

Elhoseny, Mohamed - The International Conference on Advanced Machine Learning Technologies and Applications (AMLTA2018), ebook

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ISBN: 9783319746906
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Table of contents

1. A Hybrid Grey Wolf-Bat Algorithm for Global Optimization
Mohammed ElGayyar, E. Emary, N. H. Sweilam, M. Abdelazeem

2. Fractional Order Sliding Mode PID Controller/Observer for Continuous Nonlinear Switched Systems with PSO Parameter Tuning
Ahmad Taher Azar, Fernando E. Serrano

3. Modified Optimal Foraging Algorithm for Parameters Optimization of Support Vector Machine
Gehad Ismail Sayed, Mona Soliman, Aboul Ella Hassanien

4. Pareto Based Bat Algorithm for Multi Objectives Multiple Constraints Optimization in GMPLS Networks
Mohsin Masood, Mohamed Mostafa Fouad, Ivan Glesk

5. Fish Image Segmentation Using Salp Swarm Algorithm
Abdelhameed Ibrahim, Ali Ahmed, Sherif Hussein, Aboul Ella Hassanien

6. Swarming Behaviors of Chicken for Predicting Posts on Facebook Branding Pages
Khaled Ahmed, Aboul Ella Hassanien, Ehab Ezzat, Siddhartha Bhattacharyya

7. Enhancing AGDE Algorithm Using Population Size Reduction for Global Numerical Optimization
Ali Khater Mohamed, Ali Wagdy Mohamed, Ehab Zaki Elfeky, Mohamed Saleh

8. Simulated Annealing Based Quantum Inspired Automatic Clustering Technique
Alokananda Dey, Sandip Dey, Siddhartha Bhattacharyya, Vaclav Snasel, Aboul Ella Hassanien

9. Hybrid Grasshopper Optimization Algorithm and Support Vector Machines for Automatic Seizure Detection in EEG Signals
Asmaa Hamad, Essam H. Houssein, Aboul Ella Hassanien, Aly A. Fahmy

10. A Novel Genetic Algorithm Based k-means Algorithm for Cluster Analysis
M. A. El-Shorbagy, A. Y. Ayoub, I. M. El-Desoky, A. A. Mousa

11. Pairwise Global Sequence Alignment Using Sine-Cosine Optimization Algorithm
Mohamed Issa, Aboul Ella Hassanien, Ahmed Helmi, Ibrahim Ziedan, Ahmed Alzohairy

12. An Automated Fish Species Identification System Based on Crow Search Algorithm
Gehad Ismail Sayed, Aboul Ella Hassanien, Ahmed Gamal, Hassan Aboul Ella

13. Design and Implementation of Fuzzy PID Controller into Multi Agent Smart Library System Prototype
Hossam Hassan Ammar, Ahmad Taher Azar, Tata Derick Tembi, Khatthy Tony, Andres Sosa

14. Fuzzy Logic Controller with Color Vision System Tracking for Mobile Manipulator Robot
Ahmad Taher Azar, Hossam Hassan Ammar, Hazem Mliki

15. Interactive Fuzzy Cellular Automata for Fast Person Re-Identification
Bahram Lavi, Muhammad Atta Othman Ahmed

16. Decision Support System for Determination of Forces Applied in Orthodontic Based on Fuzzy Logic
Lamia Nabil Omran, Kadry Ali Ezzat, Aboul Ella Hassanien

17. Design and Implementation of IoT Platform for Real Time Systems
M. Hussein, M. Zorkany, Neamat S. Abdel Kader

18. Machine Learning: A Convergence of Emerging Technologies in Computing
Morteza Kiadi, Qing Tan

19. Discrimination of Satellite Signals from Opencast Mining of Mineral Ores of Hematite and Uranium Using Digital Image Processing and Geostatistical Algorithms
Richa N. K. Sharma, Roheet Bhatnagar, Abhishek Ojha

20. Detecting Cross-Site Scripting Attacks Using Machine Learning
Fawaz A. Mereani, Jacob M. Howe

21. Text Mining Approach to Extract Associations Between Obesity and Arabic Herbal Plants
Samar Anbarkhan, Clare Stanier, Bernadette Sharp

22. A Reinforcement Learning-Based Adaptive Learning System
Doaa Shawky, Ashraf Badawi

23. Performance Evaluation of SVM-Based Amazighe Named Entity Recognition
Meryem Talha, Siham Boulaknadel, Driss Aboutajdine

24. Trained Neural Networks Ensembles Weight Connections Analysis
Muhammad Atta Othman Ahmed

25. An Empirical Analysis of User Behavior for P2P IPTV Workloads
Mohamed Elhoseny, Abdulaziz Shehab, Lobna Osman

26. Intelligent Decision Framework to Explore and Control Infection of Hepatitis C Virus
Mohamed M. Reda Ali, Yehia Helmy, Ayman E. Khedr, A. Abdo

27. Supervised Rainfall Learning Model Using Machine Learning Algorithms
Amit Kumar Sharma, Sandeep Chaurasia, Devesh Kumar Srivastava

28. Reducing Stage Weight Estimation Error of Slow Task Detection in MapReduce Scheduling
Utsav Upadhyay, Geeta Sikka

29. Analysis of Complete-Link Clustering for Identifying Multi-attributes Software Quality Data
Jaya Pal, Vandana Bhattacherjee

30. Student Profile in E-learning Environment Based on Two-Dimensional Ontologies
Heba A. A. Al-Mamoori, Mohamed Elemam Shehab, Essam El Fakharany

31. Comparative Sentiment Analysis on a Set of Movie Reviews Using Deep Learning Approach
Koyel Chakraborty, Siddhartha Bhattacharyya, Rajib Bag, Aboul Ella Hassanien

32. Medical Equipment Failure Rate Analysis Using Supervised Machine Learning
Rasha S. Aboul-Yazeed, Ahmed El-Bialy, Abdalla S. A. Mohamed

33. Big-Data Aggregating, Linking, Integrating and Representing Using Semantic Web Technologies
Abeer Saber, Aya M. Al-Zoghby, Samir Elmougy

34. Computer Aided Diagnostic System for Automatic Detection of Brain Tumor Through MRI Using Clustering Based Segmentation Technique and SVM Classifier
Atanu K. Samanta, Asim Ali Khan

35. Feature Selection Using Genetic Algorithm for Big Data
Rania Saidi, Waad Bouaguel Ncir, Nadia Essoussi

36. Prediction of Liver Diseases Based on Machine Learning Technique for Big Data
Engy A. El-Shafeiy, Ali I. El-Desouky, Sally M. Elghamrawy

37. Stance Detection in Tweets Using a Majority Vote Classifier
Sara S. Mourad, Doaa M. Shawky, Hatem A. Fayed, Ashraf H. Badawi

38. A Comparative Study of Classification Methods for Flash Memory Error Rate Prediction
Barry Fitzgerald, Jeannie Fitzgerald, Conor Ryan, Joe Sullivan

39. Opinion Extraction and Classification of Real-Time YouTube Cooking Recipes Comments
Randa Benkhelifa, Fatima Zohra Laallam

40. A Framework for Big Data Analysis in Smart Cities
Hisham Elhoseny, Mohamed Elhoseny, A. M. Riad, Aboul Ella Hassanien

41. Performance Enhancement of Distributed Clustering for Big Data Analytics
Omar Hesham Mohamed, Mohamed Elemam Shehab, Essam El Fakharany

42. Open Circuit Fault Diagnosis of Cascaded H-Bridge MLI Using k-NN Classifier Based on PPCA
Nagendra Vara Prasad Kuraku, Murad Ali, Yigang He

43. Improved Production Key Performance Indicators (KPI’s) Using Intelligent-Manufacturing Execution Systems (I-MES)
Mohamed I. Mahmoud, Hossam Hassan Ammar, Mostafa Hassan Eissa, Muhammad M. Hamdy

44. Improving Land-Cover and Crop-Types Classification of Sentinel-2 Satellite Images
Noureldin Laban, Bassam Abdellatif, Hala M. Ebeid, Howida A. Shedeed, Mohamed F. Tolba

45. GPU-Based CAPSO with N-Dimension Particles
Shafaatunnur Hasan, Amantay Bilash, Siti Mariyam Shamsuddin, Aboul Ella Hassanien

46. Machine Learning and Big Data Processing: A Technological Perspective and Review
Roheet Bhatnagar

47. Harnessing the Power of Big Data in Science
Nitu Bhatnagar

48. Building Online Social Network Dataset for Arabic Text Classification
Ahmed Omar, Tarek M. Mahmoud, Tarek Abd-El-Hafeez

49. Breast Cancer Detection and Classification Using Thermography: A Review
Abdelhameed Ibrahim, Shaimaa Mohammed, Hesham Arafat Ali

50. An Optimized K-Nearest Neighbor Algorithm for Extending Wireless Sensor Network Lifetime
Mohammed M. Ahmed, Ayman Taha, Aboul Ella Hassanien, Ehab Hassanien

51. Efficient Twitter Sentiment Analysis System with Feature Selection and Classifier Ensemble
Mohammed M. Fouad, Tarek F. Gharib, Abdulfattah S. Mashat

52. Development of an Ontology Based Solution for Energy Saving Through a Smart Home in the City of Adrar in Algeria
Djamel Saba, Houssem Eddine Degha, Brahim Berbaoui, Rachid Maouedj

53. Embeddings of Categorical Variables for Sequential Data in Fraud Context
Yoan Russac, Olivier Caelen, Liyun He-Guelton

54. Hybrid Information Filtering Engine for Personalized Job Recommender System
Islam A. Heggo, Nashwa Abdelbaki

55. Behaviorally-Based Textual Similarity Engine for Matching Job-Seekers with Jobs
Islam A. Heggo, Nashwa Abdelbaki

56. Adaptive Task Scheduling on Multicore Processors
Samar Nour, Shahira Mahmoud, Mohamed Saleh

57. PFastNCA: Parallel Fast Network Component Analysis for Gene Regulatory Network
Dina Elsayad, A. Ali, Howida A. Shedeed, M. F. Tolba

58. Robots That Can Mix Serious with Fun
Ibrahim A. Hameed, Girts Strazdins, Håvard A. M. Hatlemark, Ivar S. Jakobsen, John O. Damdam

59. Dialect Versus MSA Sentiment Analysis
Sandra Rizkallah, Amir Atiya, Hossam ElDin Mahgoub, Momen Heragy

60. Energy Aware Optimized Hierarchical Routing Technique for Wireless Sensor Networks
Nermeen M. Hamza, Shaimaa Ahmed El-said, Ehab Rushdy Mohamed Attia, Mahmoud Ibrahim Abdalla

61. Multi-filter Score-Level Fusion for Fingerprint Verification
Muhammad Atta Othman Ahmed, Omar Reyad, Yasser AbdelSatar, Nahla F. Omran

62. Color Image Segmentation of Fishes with Complex Background in Water
Ahmed M. Abdeldaim, Essam H. Houssein, Aboul Ella Hassanien

63. Analysis of Credit Risk Prediction Using ARSkNN
Ashish Kumar, Roheet Bhatnagar, Sumit Srivastava

64. Dental Age Estimation in East Asian Population with Least Squares Regression
Jiang Tao, Mufan Chen, Jian Wang, Lin Liu, Aboul Ella Hassanien, Kai Xiao

65. Text Mining Approach to Analyse Stock Market Movement
Mazen Nabil Elagamy, Clare Stanier, Bernadette Sharp

66. Stock Market Real Time Recommender Model Using Apache Spark Framework
Mostafa Mohamed Seif, Essam M. Ramzy Hamed, Abd El Fatah Abdel Ghfar Hegazy

67. Patient Fingerprint Minutiae Based Medical Image Watermarking and Adaptive Integrity
Lamri Laouamer, Meryam Mouhtadi

68. Toward a Secure and Robust Medical Image Watermarking in Untrusted Environment
Abdallah Soualmi, Adel Alti, Lamri Laouamer

69. Gray Matter Volume Abnormalities in the Reward System in First-Episode Patients with Major Depressive Disorder
Qianrui Qi, Wei Wang, Zhaobin Deng, Wencai Weng, Shigang Feng, Dongqing Li, Zhi Wu, Hongbo Liu

Keywords: Engineering, Computational Intelligence, Artificial Intelligence (incl. Robotics)

Editor
 
 
 
Publisher
Springer
Publication year
2018
Language
en
Edition
1
Series
Advances in Intelligent Systems and Computing
Category
Technology, Energy, Traffic
Format
Ebook
eISBN (PDF)
9783319746906
Printed ISBN
978-3-319-74689-0

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