Big Data, Cloud and Applications

1. Deep Learning

   1. Using Unsupervised Machine Learning for Data Quality. Application to Financial Governmental Data Integration

      • Hanae Necba, Maryem Rhanoui, Bouchra El Asri

      Pages 197-209

   2. Advanced Machine Learning Models for Large Scale Gene Expression Analysis in Cancer Classification: Deep Learning Versus Classical Models

      • Imene Zenbout, Souham Meshoul

      Pages 210-221

   3. Stemming and Lemmatization for Information Retrieval Systems in Amazigh Language

      • Amri Samir, Zenkouar Lahbib

      Pages 222-233

2. Data Analysis

   1. Front Matter

      Pages 235-235

      PDF

   2. Splitting Method for Decision Tree Based on Similarity with Mixed Fuzzy Categorical and Numeric Attributes

      • Houda Zaim, Mohammed Ramdani, Adil Haddi

      Pages 237-248

   3. Mobility of Web of Things: A Distributed Semantic Discovery Architecture

      • Ismail Nadim, Yassine El Ghayam, Abdelalim Sadiq

      Pages 249-260

   4. Comparison of Feature Selection Methods for Sentiment Analysis

      • Soufiane El Mrabti, Mohammed Al Achhab, Mohamed Lazaar

      Pages 261-272

   5. A Hierarchical Nonlinear Discriminant Classifier Trained Through an Evolutionary Algorithm

      • Ziauddin Ursani, David W. Corne

      Pages 273-288

   6. A Feature Level Fusion Scheme for Robust Speaker Identification

      • Sara Sekkate, Mohammed Khalil, Abdellah Adib

      Pages 289-300

   7. One Class Genetic-Based Feature Selection for Classification in Large Datasets

      • Murad Alkubabji, Mohammed Aldasht, Safa Adi

      Pages 301-311

   8. Multiobjective Local Search Based Hybrid Algorithm for Vehicle Routing Problem with Soft Time Windows

      • Bouziyane Bouchra, Dkhissi Btissam, Cherkaoui Mohammad

      Pages 312-325

   9. Dimension Reduction Techniques for Signal Separation Algorithms

      • Houda Abouzid, Otman Chakkor

      Pages 326-340

3. Neural Networks

   1. Front Matter

      Pages 341-341

      PDF

   2. A Probabilistic Vector Representation and Neural Network for Text Classification

      • Mariem Bounabi, Karim El Moutaouakil, Khalid Satori

      Pages 343-355

   3. Improving Implementation of Keystroke Dynamics Using K-NN and Manhattan Distance

      • Farida Jaha, Ali Kartit

      Pages 356-366

   4. SARIMA Model of Bioelectic Potential Dataset

      • Imam Tahyudin, Berlilana, Hidetaka Nambo

      Pages 367-378

   5. New Starting Point of the Continuous Hopfield Network

      • Khalid Haddouch, Karim El Moutaouakil

      Pages 379-389

4. Information System And Social Media

   1. Front Matter

      Pages 391-391

      PDF

   2. A Concise Survey on Content Recommendations

      • Mehdi Srifi, Badr Ait Hammou, Ayoub Ait Lahcen, Salma Mouline

      Pages 393-405

   3. Toward a Model of Agility and Business IT Alignment

      • Kawtar Imgharene, Karim Doumi, Salah Baina

      Pages 406-416

This book constitutes the thoroughly refereed proceedings of the Third International Conference on Big Data, Cloud and Applications, BDCA 2018, held in Kenitra, Morocco, in April 2018.The 45 revised full papers presented in this book were carefully selected from 99 submissions with a thorough double-blind review process. They focus on the following topics: big data, cloud computing, machine learning, deep learning, data analysis, neural networks, information system and social media, image processing and applications, and natural language processing.

• artificial intelligence
• classification
• cloud computing
• clustering
• computational linguistics
• data security
• deep learning
• genetic algorithms
• information retrieval
• learning algorithms
• machine learning
• MapReduce
• Natural Language Processing (NLP)
• neural networks
• pattern recognition
• semantics
• signal processing
• social networking
• Support Vector Machines (SVM)
• World Wide Web

• Abdelmalek Essaâdi University, Tétouan, Morocco

  Youness Tabii, Mohamed Lazaar, Mohammed Al Achhab

• Université Ibn-Tofail, Tétouan, Morocco

  Nourddine Enneya

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