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ICCCI 2022: Hammamet, Tunisia - CCIS Volume
- Costin Badica
, Jan Treur
Advances in Computational Collective Intelligence - 14th International Conference, ICCCI 2022, Hammamet, Tunisia, September 28-30, 2022, Proceedings. Communications in Computer and Information Science 1653, Springer 2022, ISBN 978-3-031-16209-1
Collective Intelligence and Collective Decision-Making
- Erik-Robert Kovacs
From Unhealthy Online Conversation to Political Violence: The Case of the January 6th Events at the Capitol. 3-15 - Joy Nathalie M. Avelino
Unraveling COVID-19 Misinformation with Latent Dirichlet Allocation and CatBoost. 16-28 - Ilhem Salah
Augmentation-Based Ensemble Learning for Stance and Fake News Detection. 29-41 - Oussama Laroussi, Souheyl Mallat, Henri Nicolas
An Opinion Analysis Method Based on Disambiguation to Improve a Recommendation System. 42-56 - Shayma Boukari, Seifeddine Mechti, Rim Faiz:
A Recommendation System for Job Providers Using a Big Data Approach. 57-68
Natural Language Processing
- Karol Gawron
Multi-module Natural Language Search Engine for Travel Offers. 71-83 - Nabil Badri
Towards Automatic Detection of Inappropriate Content in Multi-dialectic Arabic Text. 84-100 - Karim Gasmi
Improving Bert-Based Model for Medical Text Classification with an Optimization Algorithm. 101-111 - Toufik Mechouma
Reinforcement of BERT with Dependency-Parsing Based Attention Mask. 112-122 - Sana Hamdi, Ahmed Hamdi, Sadok Ben Yahia
BERT and Word Embedding for Interest Mining of Instagram Users. 123-136 - Michal Swedrowski
Multi-Wiki90k: Multilingual Benchmark Dataset for Paragraph Segmentation. 137-149 - Nguyen Minh Phuong
CAE: Mechanism to Diminish the Class Imbalanced in SLU Slot Filling Task. 150-163
Deep Learning
- Jihed Jabnoun, Nafaa Haffar
An Image Retrieval System Using Deep Learning to Extract High-Level Features. 167-179 - Safa Ben Atitallah
An Effective Detection and Classification Approach for DoS Attacks in Wireless Sensor Networks Using Deep Transfer Learning Models and Majority Voting. 180-192 - Abdulaziz Anorboev
SSTop3: Sole-Top-Three and Sum-Top-Three Class Prediction Ensemble Method Using Deep Learning Classification Models. 193-199 - Souhir Khessiba
Hyperparameter Optimization of Deep Learning Models for EEG-Based Vigilance Detection. 200-210 - Mert Ari
A Hybrid Face Recognition Approach Using Local Appearance and Deep Models. 211-222 - Hua Leong Fwa
Deep Learning-Based Text Recognition of Agricultural Regulatory Document. 223-234
Computational Intelligence for Multimedia Understanding
- Pavel Vácha
Textural Features Sensitivity to Scale and Illumination Variations. 237-249 - Olfa Mechi
Recognizing Handwritten Text Lines in Ancient Document Images Based on a Gated Residual Recurrent Neural Network. 250-263 - Mühenad Bilal
Damage Detection of Coated Milling Tools Using Images Captured by Cylindrical Shaped Enclosure Measurement Setup. 264-272 - Souhir Sghaier
Efficient Machine-Learning Based 3D Face Identification System Under Large Pose Variation. 273-285 - Lamia Bouchriha, Ahmed Zrigui, Sadek Mansouri, Salma Berchech, Syrine Omrani:
Arabic Handwritten Character Recognition Based on Convolution Neural Networks. 286-293 - Charbel Arnaud Cedrique Y. Boco
An End to End Bilingual TTS System for Fongbe and Yoruba. 294-304 - Nessrine Elloumi
Application of the Laplacian Smoothing on 3D Static Models and Their Evaluation by the New Objective Quality Metric 3DrwPSNR. 305-314
Computational Intelligence in Medical Applications
- Hai Thanh Nguyen
Brain Tumors Detection on MRI Images with K-means Clustering and Residual Networks. 317-329 - Manel Sekma, Amel Mhamdi, Wady Naanaa:
Approximating Sparse Semi-nonnegative Matrix Factorization for X-Ray Covid-19 Image Classification. 330-336 - Islem Gammoudi
Hybrid Architecture for 3D Brain Tumor Image Segmentation Based on Graph Neural Network Pooling. 337-351 - Sana Slama, Ramzi Mahmoudi, Badii Hmida, Mézri Maatouk, Mohamed Hedi Bedoui:
Right Ventricle Segmentation in Cardiac MR Images Using Convolutional Neural Network Architecture. 352-359 - Najeh Nafti
Fast Unsupervised Residual Attention GAN for COVID-19 Detection. 360-372 - Marwa Salhi, Riadh Ksantini, Belhassen Zouari
Detection of Breast Masses in Mammograms by Incremental Discriminant Based Support Vector Machine Classifier and Active User Involvement. 373-384 - Rania Mabrouk
Analysis of Right Ventricle Segmentation in the End Diastolic and End Systolic Cardiac Phases Using UNet-Based Models. 385-395 - Robert Cierniak
An Original Continuous-to-Continuous Forward Model as a Universal Method for the Formulation of Reconstruction Methods for Medical Imaging Techniques. 396-405
Applications for Industry 4.0
- Bechir Alaya, Lamaa Sellami, Mutiq Al Mutiq:
Towards a Dynamic Vehicular Clustering Improving VoD Services on Vehicular Ad Hoc Networks. 409-422 - Duy-Minh Nguyen-Tran, Tung Le
RVT-Transformer: Residual Attention in Answerability Prediction on Visual Question Answering for Blind People. 423-435 - Sabrine Ammar, Taoufik Sakka Rouis, Mohamed Tahar Bhiri, Walid Gaaloul:
Automatic Processing of Planning Problems: Application on Representative Case Studies. 436-445 - Ireneusz Smolka
Application of Software Defined Networks for Collection of Process Data in Industrial Real-Time Systems. 446-458 - Nihed Yousfi
ITS Traffic Violation Regulation Based on Blockchain Smart Contracts. 459-471 - Ahlem Abid
Distributed Architecture of an Intrusion Detection System in Industrial Control Systems. 472-484 - Takoua Abdellatif, Houcem Eddine Testouri, Aymen Yahyaoui:
MAFC: Multimedia Application Flow Controller for Big Data Systems. 485-497
Experience Enhanced Intelligence to IoT and Sensors
- Farah Othmen
On-wrist Based Datasets Exploration for an IoT Wearable Fall Detection. 501-514 - Malek Ltaief
UML Profile for IoT-Based Applications. 515-527 - Rihab Omri
A Formal Verification Model for IoT Based Applications Using Event-B. 528-541 - Sami Hadhri
Machine Learning and IoT for Stress Detection and Monitoring. 542-553 - Khawla Ben Salah
Long Short-Term Memory Based Photoplethysmography Biometric Authentication. 554-563 - Henda Boudegga
Extended U-net for Retinal Vessel Segmentation. 564-576
Cooperative Strategies for Decision Making and Optimization
- László Gulyás
Spatial Clustering by Schelling's Ants. 579-586 - Tasnim Mraihi
A New Variant of the Distributed Permutation Flow Shop Scheduling Problem with Worker Flexibility. 587-597 - Emna Hosni
Resource Allocation Strategy on Yarn Using Modified AHP Multi-criteria Method for Various Jobs Performed on a Heterogeneous Hadoop Cluster. 598-611 - Imen Boudali
A Memetic Approach for Routing Problem with Capacity and Time Constraints. 612-626 - Olfa Harrabi
A Novel Unfeasible Space Exploring Matheuristic Proposal to Solve the Sum Coloring Problem. 627-639
Machine Learning Methods
- Alexis Mortelier, François Rioult:
Addressing the Complexity of MOBA Games Through Simple Geometric Clues. 643-649 - Sarra Ouni
Bots and Gender Detection on Twitter Using Stylistic Features. 650-660 - Sana Ben Hamida
How Differential Privacy Reinforces Privacy of Machine Learning Models? 661-673 - Wentao Fan
Stochastic Expectation Propagation Learning for Unsupervised Feature Selection. 674-686 - Amani Drissi
S-LDA: Documents Classification Enrichment for Information Retrieval. 687-699 - Maurras Ulbricht Togbe
Distributed Anomalies Detection Using Isolation Forest and Spark. 700-712 - Abir Nacef, Adel Khalfallah, Sahbi Bahroun, Samir Ben Ahmed:
Defining and Extracting Singleton Design Pattern Information from Object-Oriented Software Program. 713-726
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