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ORCID3. AMLTA 2018: Cairo, Egypt
- Aboul Ella Hassanien, Mohamed F. Tolba, Mohamed Elhoseny, Mohamed Mostafa:
The International Conference on Advanced Machine Learning Technologies and Applications, AMLTA 2018, Cairo, Egypt, February 22-24, 2018. Advances in Intelligent Systems and Computing 723, Springer 2018, ISBN 978-3-319-74689-0
Swarm Intelligence and Optimization
- Mohammed ElGayyar
, Eid Emary, Nasser Hassan Sweilam, Maha Abdelazeem:
A Hybrid Grey Wolf-Bat Algorithm for Global Optimization. 3-12 - Ahmad Taher Azar, Fernando E. Serrano:
Fractional Order Sliding Mode PID Controller/Observer for Continuous Nonlinear Switched Systems with PSO Parameter Tuning. 13-22 - Gehad Ismail Sayed, Mona M. Soliman, Aboul Ella Hassanien:
Modified Optimal Foraging Algorithm for Parameters Optimization of Support Vector Machine. 23-32 - Mohsin Masood, Mohamed Mostafa Fouad, Ivan Glesk:
Pareto Based Bat Algorithm for Multi Objectives Multiple Constraints Optimization in GMPLS Networks. 33-41 - Abdelhameed Ibrahim, Ali Ahmed, Sherif E. Hussein, Aboul Ella Hassanien:
Fish Image Segmentation Using Salp Swarm Algorithm. 42-51 - Khaled Ahmed, Aboul Ella Hassanien, Ehab Ezzat, Siddhartha Bhattacharyya:
Swarming Behaviors of Chicken for Predicting Posts on Facebook Branding Pages. 52-61 - Ali Khater Mohamed, Ali Wagdy Mohamed, Ehab Zaki Elfeky, Mohamed Mostafa Saleh:
Enhancing AGDE Algorithm Using Population Size Reduction for Global Numerical Optimization. 62-72 - Alokananda Dey, Sandip Dey, Siddhartha Bhattacharyya, Václav Snásel, Aboul Ella Hassanien:
Simulated Annealing Based Quantum Inspired Automatic Clustering Technique. 73-81 - Asmaa Hamad, Essam H. Houssein, Aboul Ella Hassanien, Aly A. Fahmy:
Hybrid Grasshopper Optimization Algorithm and Support Vector Machines for Automatic Seizure Detection in EEG Signals. 82-91 - Mohammed A. El-Shorbagy, A. Y. Ayoub, I. M. El-Desoky, Abd Allah A. Mousa:
A Novel Genetic Algorithm Based k-means Algorithm for Cluster Analysis. 92-101 - Mohamed Issa, Aboul Ella Hassanien, Ahmed Helmi, Ibrahim Ziedan, Ahmed Al Zohairy:
Pairwise Global Sequence Alignment Using Sine-Cosine Optimization Algorithm. 102-111 - Gehad Ismail Sayed, Aboul Ella Hassanien, Ahmed Gamal, Hassan Aboul Ella:
An Automated Fish Species Identification System Based on Crow Search Algorithm. 112-123
Fuzzy Logic and Applications
- Hossam Hassan Ammar, Ahmad Taher Azar, Tata Derick Tembi, Khatthy Tony, Andres Sosa:
Design and Implementation of Fuzzy PID Controller into Multi Agent Smart Library System Prototype. 127-137 - Ahmad Taher Azar, Hossam Hassan Ammar, Hazem Mliki:
Fuzzy Logic Controller with Color Vision System Tracking for Mobile Manipulator Robot. 138-146 - Bahram Lavi, Muhammad Atta Othman Ahmed:
Interactive Fuzzy Cellular Automata for Fast Person Re-Identification. 147-157 - Lamia Nabil Omran, Kadry Ali Ezzat, Aboul Ella Hassanien:
Decision Support System for Determination of Forces Applied in Orthodontic Based on Fuzzy Logic. 158-168
Advanced Machine Learning and Applications
- Mahmoud Hussein, Mohamed Zorkany, Neamat S. Abdel Kader:
Design and Implementation of IoT Platform for Real Time Systems. 171-180 - Morteza Kiadi, Qing Tan:
Machine Learning: A Convergence of Emerging Technologies in Computing. 181-192 - Richa N. K. Sharma, Roheet Bhatnagar, Abhishek Ojha:
Discrimination of Satellite Signals from Opencast Mining of Mineral Ores of Hematite and Uranium Using Digital Image Processing and Geostatistical Algorithms. 193-199 - Fawaz A. Mereani, Jacob M. Howe:
Detecting Cross-Site Scripting Attacks Using Machine Learning. 200-210 - Samar Anbarkhan, Clare Stanier, Bernadette Sharp:
Text Mining Approach to Extract Associations Between Obesity and Arabic Herbal Plants. 211-220 - Doaa Shawky, Ashraf H. Badawi:
A Reinforcement Learning-Based Adaptive Learning System. 221-231 - Meryem Talha, Siham Boulaknadel, Driss Aboutajdine:
Performance Evaluation of SVM-Based Amazighe Named Entity Recognition. 232-241 - Muhammad Atta Othman Ahmed:
Trained Neural Networks Ensembles Weight Connections Analysis. 242-251 - Mohamed Elhoseny, Abdulaziz Shehab, Lobna Osman:
An Empirical Analysis of User Behavior for P2P IPTV Workloads. 252-263 - Mohamed M. Reda Ali, Yehia Helmy, Ayman E. Khedr, A. Abdo:
Intelligent Decision Framework to Explore and Control Infection of Hepatitis C Virus. 264-274 - Amit Kumar Sharma, Sandeep Chaurasia, Devesh Kumar Srivastava:
Supervised Rainfall Learning Model Using Machine Learning Algorithms. 275-283 - Utsav Upadhyay, Geeta Sikka:
Reducing Stage Weight Estimation Error of Slow Task Detection in MapReduce Scheduling. 284-291 - Jaya Pal, Vandana Bhattacherjee:
Analysis of Complete-Link Clustering for Identifying Multi-attributes Software Quality Data. 292-300 - Heba A. A. Al-Mamoori, Mohamed Elemam Shehab, Essam El Fakharany:
Student Profile in E-learning Environment Based on Two-Dimensional Ontologies. 301-310 - Koyel Chakraborty, Siddhartha Bhattacharyya, Rajib Bag, Aboul Ella Hassanien:
Comparative Sentiment Analysis on a Set of Movie Reviews Using Deep Learning Approach. 311-318 - Rasha S. Aboul-Yazeed, Ahmed El-Bialy, Abdalla S. A. Mohamed:
Medical Equipment Failure Rate Analysis Using Supervised Machine Learning. 319-327
Big Data and Classification
- Abeer Saber, Aya M. Al-Zoghby, Samir Elmougy:
Big-Data Aggregating, Linking, Integrating and Representing Using Semantic Web Technologies. 331-342 - Atanu K. Samanta, Asim Ali Khan:
Computer Aided Diagnostic System for Automatic Detection of Brain Tumor Through MRI Using Clustering Based Segmentation Technique and SVM Classifier. 343-351 - Rania Saidi, Waad Bouaguel Ncir, Nadia Essoussi:
Feature Selection Using Genetic Algorithm for Big Data. 352-361 - Engy A. El-Shafeiy, Ali I. El-Desouky, Sally M. El-Ghamrawy:
Prediction of Liver Diseases Based on Machine Learning Technique for Big Data. 362-374 - Sara S. Mourad, Doaa M. Shawky, Hatem A. Fayed, Ashraf H. Badawi:
Stance Detection in Tweets Using a Majority Vote Classifier. 375-384 - Barry Fitzgerald, Jeannie Fitzgerald, Conor Ryan, Joe Sullivan:
A Comparative Study of Classification Methods for Flash Memory Error Rate Prediction. 385-394 - Randa Benkhelifa, Fatima Zohra Laallam:
Opinion Extraction and Classification of Real-Time YouTube Cooking Recipes Comments. 395-404 - Hisham Elhoseny, Mohamed Elhoseny, Alaa Mohamed Riad, Aboul Ella Hassanien:
A Framework for Big Data Analysis in Smart Cities. 405-414 - Omar Hesham Mohamed, Mohamed Elemam Shehab, Essam El Fakharany:
Performance Enhancement of Distributed Clustering for Big Data Analytics. 415-425 - Nagendra Vara Prasad Kuraku, Murad Ali, Yigang He:
Open Circuit Fault Diagnosis of Cascaded H-Bridge MLI Using k-NN Classifier Based on PPCA. 426-436 - Mohamed Ibrahim Mahmoud, Hossam Hassan Ammar, Mostafa Hassan Eissa, Muhammad M. Hamdy:
Improved Production Key Performance Indicators (KPI's) Using Intelligent-Manufacturing Execution Systems (I-MES). 437-448 - Noureldin Laban, Bassam Abdellatif, Hala M. Ebeid, Howida A. Shedeed, Mohamed F. Tolba:
Improving Land-Cover and Crop-Types Classification of Sentinel-2 Satellite Images. 449-458 - Shafaatunnur Hasan, Amantay Bilash, Siti Mariyam Shamsuddin, Aboul Ella Hassanien:
GPU-Based CAPSO with N-Dimension Particles. 459-467 - Roheet Bhatnagar:
Machine Learning and Big Data Processing: A Technological Perspective and Review. 468-478 - Nitu Bhatnagar:
Harnessing the Power of Big Data in Science. 479-485 - Ahmed Omar, Tarek M. Mahmoud, Tarek Abd-El-Hafeez:
Building Online Social Network Dataset for Arabic Text Classification. 486-495 - Abdelhameed Ibrahim, Shaimaa Mohammed, Hesham Arafat Ali:
Breast Cancer Detection and Classification Using Thermography: A Review. 496-505 - Mohammed M. Ahmed, Ayman Taha, Aboul Ella Hassanien, Ehab Ezat Hassanien:
An Optimized K-Nearest Neighbor Algorithm for Extending Wireless Sensor Network Lifetime. 506-515 - Mohammed M. Fouad, Tarek F. Gharib, Abdulfattah S. Mashat:
Efficient Twitter Sentiment Analysis System with Feature Selection and Classifier Ensemble. 516-527
Intelligent Systems and Applications
- Djamel Saba, Houssem Eddine Degha, Brahim Berbaoui, Rachid Maouedj:
Development of an Ontology Based Solution for Energy Saving Through a Smart Home in the City of Adrar in Algeria. 531-541 - Yoan Russac, Olivier Caelen, Liyun He-Guelton:
Embeddings of Categorical Variables for Sequential Data in Fraud Context. 542-552 - Islam A. Heggo, Nashwa Abdelbaki:
Hybrid Information Filtering Engine for Personalized Job Recommender System. 553-563 - Islam A. Heggo, Nashwa Abdelbaki:
Behaviorally-Based Textual Similarity Engine for Matching Job-Seekers with Jobs. 564-574 - Samar M. Nour, Shahira Mahmoud, Mohamed Saleh:
Adaptive Task Scheduling on Multicore Processors. 575-584 - Dina Elsayad, A. Ali, Howida A. Shedeed, Mohamed F. Tolba:
PFastNCA: Parallel Fast Network Component Analysis for Gene Regulatory Network. 585-594 - Ibrahim A. Hameed, Girts Strazdins, Håvard A. M. Hatlemark, Ivar S. Jakobsen, John O. Damdam:
Robots That Can Mix Serious with Fun. 595-604 - Sandra Rizkallah, Amir F. Atiya, Hossam ElDin Mahgoub, Momen Heragy:
Dialect Versus MSA Sentiment Analysis. 605-613 - Nermeen M. Hamza, Shaimaa Ahmed El-Said, Ehab Rushdy Mohamed Attia, Mahmoud Ibrahim Abdalla:
Energy Aware Optimized Hierarchical Routing Technique for Wireless Sensor Networks. 614-623 - Muhammad Atta Othman Ahmed, Omar Reyad, Yasser AbdelSatar, Nahla F. Omran:
Multi-filter Score-Level Fusion for Fingerprint Verification. 624-633 - Ahmed M. Abdeldaim, Essam H. Houssein, Aboul Ella Hassanien:
Color Image Segmentation of Fishes with Complex Background in Water. 634-643 - Ashish Kumar, Roheet Bhatnagar, Sumit Srivastava:
Analysis of Credit Risk Prediction Using ARSkNN. 644-652 - Jiang Tao, Mufan Chen, Jian Wang, Lin Liu, Aboul Ella Hassanien, Kai Xiao:
Dental Age Estimation in East Asian Population with Least Squares Regression. 653-660 - Mazen Nabil Elagamy, Clare Stanier, Bernadette Sharp:
Text Mining Approach to Analyse Stock Market Movement. 661-670 - Mostafa Mohamed Seif, Essam M. Ramzy Hamed, Abd El Fatah Abdel Ghfar Hegazy:
Stock Market Real Time Recommender Model Using Apache Spark Framework. 671-683 - Lamri Laouamer, Meryam El Mouhtadi:
Patient Fingerprint Minutiae Based Medical Image Watermarking and Adaptive Integrity. 684-692 - Abdallah Soualmi, Adel Alti, Lamri Laouamer:
Toward a Secure and Robust Medical Image Watermarking in Untrusted Environment. 693-703 - Qianrui Qi, Wei Wang, Zhaobin Deng, Wencai Weng, Shigang Feng, Dongqing Li, Zhi Wu, Hongbo Liu:
Gray Matter Volume Abnormalities in the Reward System in First-Episode Patients with Major Depressive Disorder. 704-714
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