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ORCIDLOPAL 2018: Rabat, Morocco
- Saaid Amzazi, Abdellatif El Afia, Mohammed Essaaidi:
Proceedings of the International Conference on Learning and Optimization Algorithms: Theory and Applications, LOPAL 2018, Rabat, Morocco, May 2-5, 2018. ACM 2018
Non-Standard Prediction Problems in Machine Learning
- J. Salvador Sánchez, Vicente García
:
Addressing the Links Between Dimensionality and Data Characteristics in Gene-Expression Microarrays. 1:1-1:6 - Oscar Gabriel Reyes Pupo, Jose María Moyano Murillo, José María Luna, Sebastián Ventura:
A gene expression programming method for multi-target regression. 2:1-2:6 - Julián Luengo, Dánel Sánchez Tarragó, Ronaldo C. Prati, Francisco Herrera:
A First Study on the Use of Noise Filtering to Clean the Bags in Multi-Instance Classification. 3:1-3:6 - Jesús Fernández, Luciano Sánchez, Julián Velasco:
Knowledge extraction about atrial arrhythmias through networks of biologically inspired artificial cardiac cells. 4:1-4:6
Machine Learning in Optimization
- Suejb Memeti, Sabri Pllana, Alécio P. D. Binotto, Joanna Kolodziej, Ivona Brandic:
A Review of Machine Learning and Meta-heuristic Methods for Scheduling Parallel Computing Systems. 5:1-5:6 - Safae Bouzbita, Abdellatif El Afia, Rdouan Faizi:
Parameter Adaptation for Ant Colony System Algorithm using Hidden Markov Model for TSP Problems. 6:1-6:6 - Mohamed Lalaoui, Abdellatif El Afia, Raddouane Chiheb:
Simulated Annealing with Adaptive Neighborhood using Fuzzy Logic Controller. 7:1-7:6 - Oussama Aoun, Abdellatif El Afia, Salvador García:
Self Inertia Weight Adaptation for the Particle Swarm Optimization. 8:1-8:6 - Mohamed Mustapha Kabbaj, Abdellatif El Afia:
Model selection for learning Branch-and-cut strategies. 9:1-9:7
Complementarity Problem and Bi-level Programming
- Zakia Ankhili:
Multiobjective Bilevel Optimization Problem: Penalty method. 10:1-10:4 - Tangi Migot, Lina Abdallah, Mounir Haddou:
A Sub-Additive Merit Function for Complementarity Problems and Application. 11:1-11:5 - Abdeslam Kadrani, Jean-Pierre Dussault, Hicham Azizi:
Convergence properties of a first order regularized-penalized method for MPCC. 12:1-12:6
Forecasting and Statistics
- Fadratul Hafinaz Hassan, Au Yong Kah Wye, Sharifah Syafiqah Syed Yusof, Teh Yi Xiang:
Predicting Risk of Getting Smoking-Related Cancer: A Comparison of Three Prediction Models. 13:1-13:6 - Youssef Harmouch, Rachid El Kouch:
A chaotic keystream generation for stream cipher. 14:1-14:6 - Abdallah Abarda, Youssef Bentaleb, Mustapha El Moudden, Mohamed Dakkon, Mourad Azhari, Jamal Zerouaoui, Badia Ettaki:
Solving the problem of latent class selection. 15:1-15:6 - Samya Tajmouati, Abdallah Abarda, Mustapha El Moudden, Mohamed Dakkon, Mustapha Esghir:
A study of the application of statistical methods for Big data. 16:1-16:6 - Mohamed Dakkon, Abdallah Abarda, Samya Tajmouati, Mustapha El Moudden:
Asymptotic ruin probabilities in a discrete-time risk model with heavy-tailed random sums. 17:1-17:4 - Rohaifa Khaldi, Raddouane Chiheb, Abdellatif El Afia:
Feedforward and Recurrent Neural Networks for Time Series Forecasting: Comparative Study. 18:1-18:6 - Malek Sarhani, Abdellatif El Afia:
Generalization enhancement of support vector regression in electric load forecasting with model selection. 19:1-19:6 - Rohaifa Khaldi, Abdellatif El Afia, Raddouane Chiheb, Rdouan Faizi:
Forecasting of Bitcoin Daily Returns with EEMD-ELMAN based Model. 20:1-20:6 - Hamid El Amrani, Moncef Zaki, Youssef Nafidi:
Digital Simulations and the Recognition of Conceptual Representations in Learners. 21:1-21:6
Computational Intelligence and Data Mining
- Lydia Nahla Driff, Habiba Drias:
Divide and Conquer: Recursive Algorithm for frequent itemsets extraction. 22:1-22:6 - Chaimae Ouchicha, Ouafae Ammor, Mohammed Meknassi:
Cluster validity index: Comparative study and a new validity index with high performance. 23:1-23:6 - Hadjer Moulai, Habiba Drias:
From Data Warehouse to Information Warehouse: Application to Social Media. 24:1-24:6 - Lamia Berkani, Yanis Chebahi, Lilya Betit:
Using Data Mining Techniques and Genetic Algorithm. 25:1-25:6 - Halima Elaidi, Zahra Benabbou, Hassan Abbar:
A comparative study of algorithms constructing decision trees: ID3 and C4.5. 26:1-26:5 - Boutaina Hdioud, Mohammed El Haj Tirari, Rachid Oulad Haj Thami:
Trajectories Modeling and Clustering. 27:1-27:5 - Ilyes Khennak, Habiba Drias:
Data mining techniques and nature-inspired algorithms for query expansion. 28:1-28:6
Web Multimedia Mining
- Bousselham El Haddaoui, Raddouane Chiheb, Rdouan Faizi, Abdellatif El Afia:
Toward a Sentiment Analysis Framework for Social Media. 29:1-29:6 - Taoufiq Zarra, Raddouane Chiheb, Rdouan Faizi, Abdellatif El Afia:
Student Interactions in Online Discussion Forums: Visual Analysis with LDA Topic Models. 30:1-30:5 - Anas Abouyahya, Sanaa El Fkihi:
An optimization of the K-Nearest Neighbor using Dynamic Time Warping as a measurement similarity for facial expressions recognition. 31:1-31:5 - Nissrine Bensouda, Sanaa El Fkihi, Rdouan Faizi:
Opinion Spam Detection: A Review of the Literature. 32:1-32:6 - Mohamed Admi, Sanaa El Fkihi, Rdouan Faizi:
A Novel MSER based Method for Detecting Text in License Plates. 33:1-33:6
Natural Language Processing
- Abdelhamid El-Jihad, Driss Namly, fettah Hamdani, Karim Bouzoubaa:
The Development of a Standard Morpho-Syntactic Lexicon for Arabic NLP. 34:1-34:5 - Ahmed Bounoua, Ahmed Zinedine, Mohamed El Hannach, Rachida Kasmi:
Formalization of the Arabic grammatical category (V-a) using the NooJ platform. 35:1-35:6 - Oussama El Hajjamy, Larbi Alaoui, Mohamed Bahaj:
Semantic integration of heterogeneous classical data sources in ontological data warehouse. 36:1-36:8 - Rajae Moumen, Raddouane Chiheb, Rdouan Faizi, Abdellatif El Afia:
Arabic Diacritization with Gated Recurrent Unit. 37:1-37:4 - Sultan Almujaiwel:
Integrating NLP with Corpus Linguistics and Vice Versa. 38:1-38:6
Optimization and Learning in Information Systems
- Asmae Rhazale, Bouchaib Bounabat:
A Review of the Governement Information Systems of Organizational Interoperability. 39:1-39:6 - Jaouad Maqboul, Bouchaib Bounabat:
An Approach of data-driven framework alignment to knowledge base. 40:1-40:5 - Bouchra Bouihi, Mohamed Bahaj:
Moodle's Ontology Development from UML for Social Learning Network Analysis. 41:1-41:6 - Mohammed Salim Benqatla, Bouchaib Bounabat:
Actor Network Theory as A Framework to Build Business Collaboration Network Applied to Digital Government. 42:1-42:6 - Hajar Khallouki, Ahmed Abatal, Mohamed Bahaj:
An Ontology-based Context awareness for Smart Tourism Recommendation System. 43:1-43:5 - Ahmed Abatal, Hajar Khallouki, Mohamed Bahaj:
A Smart Interconnected Healthcare System using Cloud Computing. 44:1-44:5 - Dikra Chikhaoui, Bouchaib Bounabat:
IT Collaboration Actor-Network Diagnostic using SNA, Application on Suppliers Management. 45:1-45:5 - Tarik Fissaa, Hatim Guermah, Mahmoud El Hamlaoui, Hatim Hafiddi, Mahmoud Nassar:
An Intelligent Approach for Context-Aware Service Selection using Machine Learning. 46:1-46:6
E-Health
- Yassir Benhammou, Siham Tabik, Boujemâa Achchab, Francisco Herrera:
A first study exploring the performance of the state-of-the art CNN model in the problem of breast cancer. 47:1-47:6 - Hatim Guermah, Tarik Fissaa, Bassma Guermah, Hatim Hafiddi, Mahmoud Nassar:
Using Context Ontology and Linear SVM for Chronic Kidney Disease Prediction. 48:1-48:6
Metaheuristic and Applications
- Fatima Zahra Azayite, Saïd Achchab:
Topology design of bankruptcy prediction neural networks using Particle swarm optimization and backpropagation. 49:1-49:6 - Soukaina Mjahed, Salah el Hadaj, Khadija Bouzaâchane, Said Raghay:
Engine Fault Signals Diagnosis using Genetic Algorithm and K-means based Clustering. 50:1-50:6 - Soukaina Laabadi, Mohamed Naimi, Hassan El Amri, Boujemâa Achchab:
A hybrid genetic algorithm for solving 0/1 Knapsack Problem. 51:1-51:6 - Miguel Ángel Rodríguez-García, Abraham Duarte, Jesús Sánchez-Oro:
GRASP with Path Relinking for 2D-Bandwidth Minimization Problem. 52:1-52:5
Big Data, Internet of Things and Social Network Analysis
- Ahmed Bendahmane, Hanane Bennasar, Mohammed Essaaidi:
An Efficient Approach to Improve Security for MapReduce Computation in Cloud System. 53:1-53:6 - Fahim Mohamed, Abdeslam Jakimi, El Bermi Lahcen:
Towards New Approach to Enhance Learning Based on Internet of Things and Virtual Reality. 54:1-54:5
Deep Learning and Feature Selection
- Yassine Berradi:
Symmetric Power Activation Functions for Deep Neural Networks. 55:1-55:6 - Mohammed Benjelloun, El Wardani Dadi, El Mostafa Daoudi, Mohamed Amine Larhmam:
Content-based 3D shape retrieval using deep learning approach. 56:1-56:4 - Nabila Zrira, Kawthar Mouhcine, Ibtissam Benmiloud, El-Houssine Bouyakhf:
Dynamic texture-based scene classification using Deep Belief Networks. 57:1-57:6 - Saâd Nouinou, Abdellatif El Afia, Sanaa El Fkihi:
Overview on last advances of feature selection. 58:1-58:6
Network Optimization and Applications
- Sara Riahi, Ali Elhore:
Estimation of QoS in 4th generation wireless systems. 59:1-59:6 - Oumar Guèye, Isaac Woungang, Faria Khandaker, Bodrul Alam:
Design and Analysis of a Survivable ATM Network. 60:1-60:6
Supply Chain
- Hanane El Raoui, Mustapha Oudani, Ahmed El Hilali Alaoui:
Optimization/simulation in the supply chain context: a review. 61:1-61:7 - Elmerini Rajae, Mohamed Benslimane, Tarik Zouadi:
Reverse Logistic Optimization: Application to the collect and the reuse of reusable containers. 62:1-62:5
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