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ORCIDMachine Learning Paradigms 2019
- Aboul Ella Hassanien:
Machine Learning Paradigms: Theory and Application. Studies in Computational Intelligence 801, Springer 2019, ISBN 978-3-030-02356-0
Machine Learning in Feature Selection
- Rania Saidi, Waad Bouaguel
, Nadia Essoussi:
Hybrid Feature Selection Method Based on the Genetic Algorithm and Pearson Correlation Coefficient. 3-24 - Urszula Stanczyk:
Weighting Attributes and Decision Rules Through Rankings and Discretisation Parameters. 25-43 - Grzegorz Baron:
Greedy Selection of Attributes to Be Discretised. 45-67
Machine Learning in Classification and Ontology
- Noureldin Laban, Bassam Abdellatif, Hala M. Ebeid, Howida A. Shedeed, Mohamed F. Tolba:
Machine Learning for Enhancement Land Cover and Crop Types Classification. 71-87 - Barry Fitzgerald, Conor Ryan, Joe Sullivan:
An Optimal Machine Learning Classification Model for Flash Memory Bit Error Prediction. 89-110 - Nagendra Vara Prasad Kuraku, Yigang He, Murad Ali:
Comparative Analysis of the Fault Diagnosis in CHMLI Using k-NN Classifier Based on Different Feature Extractions. 111-134 - Djamel Saba, Fatima Zohra Laallam, Houssem Eddine Degha, Brahim Berbaoui, Rachid Maouedj:
Design and Development of an Intelligent Ontology-Based Solution for Energy Management in the Home. 135-167 - Doaa Shawky, Ashraf H. Badawi:
Towards a Personalized Learning Experience Using Reinforcement Learning. 169-187 - Doaa Mohey El-Din, Mohamed Hamed N. Taha, Nour Eldeen Mahmoud Khalifa:
Towards Objective-Dependent Performance Analysis on Online Sentiment Review. 189-210 - Meryem Talha, Siham Boulaknadel, Driss Aboutajdine:
Enhancing Performance of Hybrid Named Entity Recognition for Amazighe Language. 211-232 - Randa Benkhelifa, Nasria Bouhyaoui, Fatima Zohra Laallam:
A Real-Time Aspect-Based Sentiment Analysis System of YouTube Cooking Recipes. 233-251 - Ali Ahmed, Abdelhameed Ibrahim, Sherif E. Hussein:
Detection of Palm Tree Pests Using Thermal Imaging: A Review. 253-270 - Roheet Bhatnagar:
Unleashing Machine Learning onto Big Data: Issues, Challenges and Trends. 271-286
Bio-inspiring Optimization and Applications
- Marwa Gamal, Rawya Rizk, Hani Mahdi, Basem Elhady:
Bio-inspired Based Task Scheduling in Cloud Computing. 289-308 - Gehad Ismail Sayed, Mona M. Soliman, Aboul Ella Hassanien:
Parameters Optimization of Support Vector Machine Based on the Optimal Foraging Theory. 309-326 - Ali Khater Mohamed, Ali Wagdy Mohamed, Ehab Zaki Elfeky, Mohamed Mostafa Saleh:
Solving Constrained Non-linear Integer and Mixed-Integer Global Optimization Problems Using Enhanced Directed Differential Evolution Algorithm. 327-349 - Alaa Tharwat, Aboul Ella Hassanien:
Optimizing Support Vector Machine Parameters Using Bat Optimization Algorithm. 351-374 - Mohamed Issa, Aboul Ella Hassanien, Ibrahim Ziedan:
Performance Evaluation of Sine-Cosine Optimization Versus Particle Swarm Optimization for Global Sequence Alignment Problem. 375-391 - Rabie A. Ramadan, Ahmed B. Altamimi:
BCLO - Brainstorming and Collaborative Learning Optimization Algorithms. 393-412 - Mohamed Issa, Ahmed Abd Elbaset, Aboul Ella Hassanien, Ibrahim Ziedan:
PID Controller Tuning Parameters Using Meta-heuristics Algorithms: Comparative Analysis. 413-430 - Ali Khater Mohamed, Ali Wagdy Mohamed:
Real-Parameter Unconstrained Optimization Based on Enhanced AGDE Algorithm. 431-450 - Gehad Ismail Sayed, Aboul Ella Hassanien:
Bio-inspired Optimization Algorithms for Segmentation and Removal of Interphase Cells from Metaphase Chromosomes Images. 451-474
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