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BDCA 2018: Kenitra, Morocco
- Youness Tabii, Mohamed Lazaar, Mohammed Al Achhab, Nourddine Enneya:
Big Data, Cloud and Applications - Third International Conference, BDCA 2018, Kenitra, Morocco, April 4-5, 2018, Revised Selected Papers. Communications in Computer and Information Science 872, Springer 2018, ISBN 978-3-319-96291-7
Big Data
- Abdelmajid Chaffai, Larbi Hassouni, Houda Anoun
:
Informal Learning in Twitter: Architecture of Data Analysis Workflow and Extraction of Top Group of Connected Hashtags. 3-15 - Manal Zettam, Jalal Laassiri
A MapReduce-Based Adjoint Method to Predict the Levenson Self Report Psychopathy Scale Value. 16-28 - Khadija Aziz
Big Data Optimisation Among RDDs Persistence in Apache Spark. 29-40
Cloud Computing
- Mohamed Hanine, El Habib Benlahmar
QoS in the Cloud Computing: A Load Balancing Approach Using Simulated Annealing Algorithm. 43-54 - Chaimae Saadi
A Proposed Approach to Reduce the Vulnerability in a Cloud System. 55-66 - Soufiane Sail, Halima Bouden:
A Multi-factor Authentication Scheme to Strength Data-Storage Access. 67-77 - Mohammed Es-Sabry
A Novel Text Encryption Algorithm Based on the Two-Square Cipher and Caesar Cipher. 78-88
Machine Learning
- Ahmed Oussous
Improving Sentiment Analysis of Moroccan Tweets Using Ensemble Learning. 91-104 - Khandaker Tasnim Huq
Comparative Study of Feature Engineering Techniques for Disease Prediction. 105-117 - Abir Ismaili-Alaoui
Business Process Instances Scheduling with Human Resources Based on Event Priority Determination. 118-130 - Nada Ben-Lhachemi, El Habib Nfaoui
Hashtag Recommendation Using Word Sequences' Embeddings. 131-143 - Z. Ait El Mouden
Towards for Using Spectral Clustering in Graph Mining. 144-159 - Rachida El Morabet
Automatic Classification of Air Pollution and Human Health. 160-170
Deep Learning
- Meriem Bahi, Mohamed Batouche
Deep Semi-supervised Learning for Virtual Screening Based on Big Data Analytics. 173-184 - Oumaima Hourrane
Using Deep Learning Word Embeddings for Citations Similarity in Academic Papers. 185-196 - Hanae Necba
Using Unsupervised Machine Learning for Data Quality. Application to Financial Governmental Data Integration. 197-209 - Imene Zenbout, Souham Meshoul
Advanced Machine Learning Models for Large Scale Gene Expression Analysis in Cancer Classification: Deep Learning Versus Classical Models. 210-221 - Samir Amri
Stemming and Lemmatization for Information Retrieval Systems in Amazigh Language. 222-233
Data Analysis
- Houda Zaim, Mohammed Ramdani, Adil Haddi
Splitting Method for Decision Tree Based on Similarity with Mixed Fuzzy Categorical and Numeric Attributes. 237-248 - Ismail Nadim
Mobility of Web of Things: A Distributed Semantic Discovery Architecture. 249-260 - Soufiane El Mrabti
Comparison of Feature Selection Methods for Sentiment Analysis. 261-272 - Ziauddin Ursani, David W. Corne:
A Hierarchical Nonlinear Discriminant Classifier Trained Through an Evolutionary Algorithm. 273-288 - Sara Sekkate
A Feature Level Fusion Scheme for Robust Speaker Identification. 289-300 - Murad Alkubabji, Mohammed Aldasht, Safa Adi:
One Class Genetic-Based Feature Selection for Classification in Large Datasets. 301-311 - Bouchra Bouziyane, Btissam Dkhissi, Mohammad Cherkaoui:
Multiobjective Local Search Based Hybrid Algorithm for Vehicle Routing Problem with Soft Time Windows. 312-325 - Houda Abouzid
Dimension Reduction Techniques for Signal Separation Algorithms. 326-340
Neural Networks
- Mariem Bounabi, Karim El Moutaouakil
A Probabilistic Vector Representation and Neural Network for Text Classification. 343-355 - Farida Jaha, Ali Kartit:
Improving Implementation of Keystroke Dynamics Using K-NN and Manhattan Distance. 356-366 - Imam Tahyudin
SARIMA Model of Bioelectic Potential Dataset. 367-378 - Khalid Haddouch
New Starting Point of the Continuous Hopfield Network. 379-389
Information System And Social Media
- Mehdi Srifi, Badr Ait Hammou, Ayoub Ait Lahcen
A Concise Survey on Content Recommendations. 393-405 - Kawtar Imgharene
Toward a Model of Agility and Business IT Alignment. 406-416 - Oussama El Hajjamy, Larbi Alaoui, Mohamed Bahaj
Integration of Heterogeneous Classical Data Sources in an Ontological Database. 417-432 - Abdelkader Rhouati
Toward a Solution to Interoperability and Portability of Content Between Different Content Management System (CMS): Introduction to DB2EAV API. 433-443
Image Processing and Applications
- Karima Karim, Nabil El Akkad
Reconstruction of the 3D Scenes from the Matching Between Image Pair Taken by an Uncalibrated Camera. 447-463 - Mohamed Admi
An Enhanced MSER Based Method for Detecting Text in License Plates. 464-474 - Abderrahmane Adoui El Ouadrhiri
Similarity Performance of Keyframes Extraction on Bounded Content of Motion Histogram. 475-486
Natural Language Processing
- Fadoua Mansouri, Abdelalim Sadiq, Youness Tabii
Modeling and Development of the Linguistic Knowledge Base DELSOM. 489-499 - Mohamed El Marouani, Tarik Boudaa
Incorporation of Linguistic Features in Machine Translation Evaluation of Arabic. 500-511 - Nabil Bendaoud, Yaâcoub Hannad, Abdelillah Samaa
Effect of the Sub-graphemes' Size on the Performance of Off-Line Arabic Writer Identification. 512-522 - Adnan Souri
Arabic Text Generation Using Recurrent Neural Networks. 523-533 - Imad Zeroual
Integrating Corpus-Based Analyses in Language Teaching and Learning: Challenges and Guidelines. 534-545 - Tarik Boudaa
Arabic Temporal Expression Tagging and Normalization. 546-557
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