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4th CSA 2020: Algiers, Algeria
- Mustapha Réda Senouci, Mohamed El Yazid Boudaren, Faouzi Sebbak, M'hamed Mataoui:
Advances in Computing Systems and Applications - Proceedings of the 4th Conference on Computing Systems and Applications, CSA 2020, Algiers, Algeria, 14-15 December 2020. Lecture Notes in Networks and Systems 199, Springer 2021, ISBN 978-3-030-69417-3
Machine Learning and Data Science
- Ahmed Yassine Boumedine
, Samia Bentaieb
, Abdelaziz Ouamri
, Abderrahmane Mallek
:
3D Face Identification Using HOG Features and Collaborative Representation. 3-13 - Yacine Yaddaden
, Mehdi Adda, Abdenour Bouzouane:
A Study of Dimensionality Reduction for Facial Expression Recognition. 14-24 - Imene Bouderbal
, Abdenour Amamra, Mohamed Akrem Benatia:
How Would Image Down-Sampling and Compression Impact Object Detection in the Context of Self-driving Vehicles ? 25-37 - Said Yacine Boulahia
, Abdenour Amamra
, Said Daikh, Mohamed Ridha Madi, Mohamed Akrem Benatia, Yacine Amara:
Extreme Subject Targeting for Deep Learning Based Action Recognition. 38-49 - Bakir Abderrahim
, Gherbi Fatima Zohra:
Medium Term Electricity Load Forecasting Using Machine Learning Techniques. 50-60 - Kawthar Yasmine Zergat
, Yazid Kahil
, Abderrahmane Amrouche
:
Can Judges Trust the I-Vectors Scores?: A Comparative Study of Voices Comparison in the Forensic Domain. 61-69 - Dhai Eddine Salhi, Abdelkamel Tari, M. Tahar Kechadi
:
Using Machine Learning for Heart Disease Prediction. 70-81
Operational Research and Optimization
- Dallel Nasri
, Diab Mokeddem
:
Ant Lion Optimizer for the Estimation of Photovoltaic (PV) Cells Parameters. 85-95 - Naila Aziza Houacine
, Habiba Drias
:
Discrete Elephant Algorithms for Target Detection in Complex and Unknown Environments. 96-106 - Tarek Amine Haddad, Djalal Hedjazi, Sofiane Aouag:
An IoT-Based Adaptive Traffic Light Control Algorithm for Isolated Intersection. 107-117 - Mohamed Bensakhria
, Samir Abdelhamid:
Hybrid Heuristic Optimization of an Integrated Production Distribution System with Stock and Transportation Costs. 118-130 - Messaoud Rahim, Malika Boukala-Ioualalen, Ahmed Hammad:
Hierarchical Colored Petri Nets for the Verification of SysML Designs- Activity-Based Slicing Approach. 131-142 - Nourredine Oukas
, Menouar Boulif
:
A Colored Petri Net to Model Message Differences in Energy Harvesting WSNs. 143-152 - Hayet Djellali, Nadjette Dendani:
Chaotic Binary Particle Swarm with Anti Stagnation Strategy on Feature Selection. 153-162
IoT, Networks, and Web Technologies
- Jugurtha Chettouh, Samia Mezzah:
Advanced Sensorless Weather Station Implementation Using ESP32. 165-174 - Mohamed Lamine Benseddik
, Khalil Zebbiche
, Mohamed Salah Azzaz, Said Sadoudi:
Perceptual Masking Model Using Lifting Wavelet Transform for Fingerprint Images. 175-184 - Remaci Zeyneb Yasmina, Fethallah Hadjila, Abdelhak Echialli, Mohammed Merzoug:
Dynamic Web Service Selection Based on Score Voting. 185-195 - Mohamed Boubenia, Fayçal M'hamed Bouyakoub, Abdelkader Belkhir
:
A User-Side POIs Mobile Recommender System. 196-207 - Rabah Boucetti
, Sofiane Mounine Hemam
, Ouassila Hioual
:
Multicriteria Approach for Discovering IoT Services. 208-219 - Etchiali Abdelhak, Hadjila Fethallah, Merzoug Mohammed:
Selecting IoT Services Under Uncertain QoS. 220-230 - Tarek Cherifi
, Kenza Challal
, Walid Cherifi
:
HST-101: A New Secure SCADA Transport Protocol. 231-240 - Lamia Berkani
, Lylia Betit, Louiza Belarif:
A Multi-view Clustering Approach for the Recommendation of Items in Social Networking Context. 241-251
Image and Speech Processing
- Aicha Zitouni
, Leila Falek
, Mourad Abbas
, Mohamed Lichouri
, Khaled Lounnas
:
Analysis of the Influence of the Arabic Fricatives Vocalic Context on Their Spectral Parameters. 255-264 - Khaled Harrar
:
Topological Analysis for Osteoporosis Assessment in X-Ray Images Using Random Forest Model. 265-275 - Sabrina Nefoussi
, Abdenour Amamra
, Idir Amine Amarouche
:
A Comparative Study of Chest X-Ray Image Enhancement Techniques for Pneumonia Recognition. 276-288 - Imane Mehidi
, Djamel Eddine Chouaib Belkhiat
, Dalel Jabri
:
Automatic Brain Tumor Segmentation Using Multi-OTSU Thresholding and Morphological Reconstruction. 289-300 - Romaissa Debeche, Mostafa El Habib Daho
, Mohammed Amine Chikh:
Epileptic Seizure Detection from EEG Signal Using the Imbalanced Data Techniques. 301-312 - Bilal Chouiha, Abdenour Amamra:
Thyroid Nodules Recognition in Ultrasound Images Based on ImageNet Top-Performing Deep Convolutional Neural Networks. 313-322 - Khalfi Ali, Mohamed Guerroumi
:
Roadside Parking Spaces Image Classification Using Deep Learning. 323-333 - Ahmed Habbouchi
, Mohamed El Yazid Boudaren
, Amar Aïssani
, Wojciech Pieczynski
:
Fast Segmentation of Markov Random Fields Corrupted by Correlated Noise. 334-343 - Fatima Boudjerida, Atidel Lahoulou, Zahid Akhtar
:
Analysis and Comparison of Audiovisual Quality Assessment Datasets. 344-353 - Belgacem Douaer, Farid Ykhlef, Fayçal Ykhlef:
Experimental Investigation into the Influence of the Distance Between Microphones for 2D Real-Time Sound Source Localization Using GCC-PHAT Technique. 354-362

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