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ORCIDICCCI 2022: Hammamet, Tunisia
- Ngoc Thanh Nguyen
, Yannis Manolopoulos, Richard Chbeir, Adrianna Kozierkiewicz, Bogdan Trawinski:
Computational Collective Intelligence - 14th International Conference, ICCCI 2022, Hammamet, Tunisia, September 28-30, 2022, Proceedings. Lecture Notes in Computer Science 13501, Springer 2022, ISBN 978-3-031-16013-4
Collective Intelligence and Collective Decision-Making
- Ben Aidlin, Armin Shmilovici, Mark Last:
Inferring Event Causality in Films via Common Knowledge Corpora. 3-15 - Barbara Gladysz, Jacek Mercik:
Cooperation Game on Communication Multigraph with Fuzzy Parameters. 16-28 - Pawel Szyman, Dariusz Barbucha:
Impact of Similarity Measure on the Quality of Communities Detected in Social Network by Hierarchical Clustering. 29-42 - Marek Krótkiewicz, Krystian Wojtkiewicz, Marcin Jodlowiec, Rafal Palak, Mikolaj Szczerbicki, Piotr Nawrocki:
An Approach to Modeling a Real-Time Updated Environment Based on Messages from Agents. 43-50 - Adrianna Kozierkiewicz, Marcin Pietranik, Mateusz Olsztynski, Loan T. T. Nguyen:
Updating the Result Ontology Integration at the Concept Level in the Event of the Evolution of Their Components. 51-64 - Souha Bennani, Ahmed Maalel, Henda Ben Ghézala, Achref Daouahi:
Integrating Machine Learning into Learner Profiling for Adaptive and Gamified Learning System. 65-71
Deep Learning Techniques
- Nouha Khédiri, Mohamed Ben Ammar, Monji Kherallah:
A New Deep Learning Fusion Approach for Emotion Recognition Based on Face and Text. 75-81 - Lukas Kopecky, Michal Dobrovolny, Antonin Fuchs, Ali Selamat, Ondrej Krejcar:
Cycle Route Signs Detection Using Deep Learning. 82-94 - Martin Tabakov, Konrad Karanowski, Adam R. Chlopowiec, Adrian B. Chlopowiec, Mikolaj Kasperek:
Data Augmentation for Morphological Analysis of Histopathological Images Using Deep Learning. 95-105 - Iheb Brini, Maroua Mehri, Rolf Ingold, Najoua Essoukri Ben Amara:
An End-to-End Framework for Evaluating Explainable Deep Models: Application to Historical Document Image Segmentation. 106-119 - Rafik Amari, Zouhaira Noubigh, Salah Zrigui, Dhaou Berchech, Henri Nicolas, Mounir Zrigui:
Deep Convolutional Neural Network for Arabic Speech Recognition. 120-134 - Hela Haj Mohamed, Samir Belaid, Wady Naanaa:
RingNet: Geometric Deep Representation Learning for 3D Multi-domain Protein Shape Retrieval. 135-147 - Guillaume Lachaud, Patricia Conde Céspedes, Maria Trocan:
Patch Selection for Melanoma Classification. 148-159
Natural Language Processing
- Piotr Milkowski, Marcin Gruza, Przemyslaw Kazienko, Joanna Szolomicka, Stanislaw Wozniak, Jan Kocon:
Multi-model Analysis of Language-Agnostic Sentiment Classification on MultiEmo Data. 163-175 - Samawel Jaballi, Salah Zrigui, Mohamed Ali Sghaier, Dhaou Berchech, Mounir Zrigui:
Sentiment Analysis of Tunisian Users on Social Networks: Overcoming the Challenge of Multilingual Comments in the Tunisian Dialect. 176-192 - Maciej Piasecki, Kamil Kanclerz:
Non-Contextual vs Contextual Word Embeddings in Multiword Expressions Detection. 193-206 - Wiktor Walentynowicz, Maciej Piasecki, Artur Kot:
Context-free Transformer-based Generative Lemmatiser for Polish. 207-219 - Amina Affes, Ismaïl Biskri, Adel Jebali:
French Object Clitics in the Interlanguage: A Linguistic Description and a Formal Analysis in the ACCG Framework. 220-231 - Ala Eddine Kharrat, Lobna Hlaoua, Lotfi Ben Romdhane:
Contradiction Detection Approach Based on Semantic Relations and Evidence of Uncertainty. 232-245 - Samira Ellouze, Maher Jaoua, Arem Atoui:
C-DESERT Score for Arabic Text Summary Evaluation. 246-258
Data Mining and Machine Learning
- Bogumila Hnatkowska, Damian Wawrzyniak:
Proficiency Level Classification of Foreign Language Learners Using Machine Learning Algorithms and Multilingual Models. 261-271 - Bokri Ahmed, Sami Naouali:
Simulation System for Producing Real World Dataset to Predict the Covid-19 Contamination Process⋆. 272-282 - Hassen Louati, Ali Louati, Slim Bechikh, Lamjed Ben Said:
Design and Compression Study for Convolutional Neural Networks Based on Evolutionary Optimization for Thoracic X-Ray Image Classification. 283-296 - Quan Minh Phan, Ngoc Hoang Luong:
TF-MOPNAS: Training-free Multi-objective Pruning-Based Neural Architecture Search. 297-310 - Tomohide Fukuchi, Ogbodo Mark Ikechukwu, Jiangkun Wang, Khanh N. Dang, Abderazek Ben Abdallah:
Efficient Pneumonia Detection Method and Implementation in Chest X-ray Images Based on a Neuromorphic Spiking Neural Network. 311-321 - Piotr Jedrzejowicz:
Oversampling for Mining Imbalanced Datasets: Taxonomy and Performance Evaluation. 322-333 - Van Tuan Pham, Hoang Phuc Hau Luu, Hoai An Le Thi:
A Block Coordinate DCA Approach for Large-Scale Kernel SVM. 334-347
Knowledge Engineering and Semantic Web
- Bogumila Hnatkowska, Adrianna Kozierkiewicz, Marcin Pietranik, Hai Bang Truong:
Hybrid Approach to Designating Ontology Attribute Semantics. 351-363 - Mariem El Abdi, Boutheina Smine Ben Ali, Sadok Ben Yahia:
A New Approach of Morphological Analysis of Arabic Syntagmatic Units Based on a Linguistic Ontology. 364-377 - Leon Bobrowski:
Collinear Data Structures and Interaction Models. 378-387 - Jaroslaw Wikarek, Pawel Sitek:
Competency Management Model for a Team of Trainers. 388-395 - Andrzej Szalas:
Querying and Reasoning in Paraconsistent Rule-Object Languages with Inheritance Expressions. 396-409 - Marek Krótkiewicz:
Fundamental Formal Language. 410-422
Computer Vision Techniques
- Achref Ouni, Eric Royer, Thierry Chateau, Marc Chevaldonné, Michel Dhome:
Deep Learning for Robust Information Retrieval System. 425-436 - Achref Ouni, Thierry Chateau, Eric Royer, Marc Chevaldonné, Michel Dhome:
A New CBIR Model Using Semantic Segmentation and Fast Spatial Binary Encoding. 437-449 - Kazimierz Choros:
Temporal Segmentation of Basketball Continuous Videos Based on the Analysis of the Camera and Player Movements. 450-463 - Ikram Ben Ahmed, Wael Ouarda, Chokri Ben Amar:
Hybrid UNET Model Segmentation for an Early Breast Cancer Detection Using Ultrasound Images. 464-476 - Mateusz Majcher, Bogdan Kwolek:
Multiple-criteria-Based Object Pose Tracking in RGB Videos. 477-490 - Afef Ben Said, Hajer Fradi, Dorra Lamouchi, Mohamed Amine Marnissi:
Beyond the Visible Spectrum: Is Person Identity Well Preserved in Thermal Cameras? 491-503
Social Networks and Intelligent Systems
- Mohamed Amine Djebbi, Riadh Ouersighni:
TunTap: A Tunisian Dataset for Topic and Polarity Extraction in Social Media. 507-519 - Kamiel Gülpen, Dante de Lang, Jan Treur:
An Adaptive Social Network Model for Expatriate Integration Based on Bonding by Homophily and Interaction Connects. 520-533 - Ahmed Snoun, Tahani Bouchrika, Olfa Jemai:
A Reinforcement Learning and Transformers Based Intelligent System for the Support of Alzheimer's Patients in Daily Life Activities. 534-547 - Firas Khlil, Sami Naouali, Awatef Raddadi, Semeh Ben Salem, Hedi Gharsallah, Chihebeddine Romdhani:
Multi-task Learning Dataset for the Development of Remote Patient Monitoring System. 548-554 - Trong-Nghia Pham, Nam-Phong Nguyen, Nguyen-Minh-Quan Dinh, Thanh Le:
Developing a Student Monitoring System for Online Classrooms Based on Face Recognition Approaches. 555-567
Cybersecurity and Internet of Things
- Ha Viet Le, Hoang V. Vo, Tu N. Nguyen, Hoa Ngoc Nguyen, Hung T. Du:
Towards a Webshell Detection Approach Using Rule-Based and Deep HTTP Traffic Analysis. 571-584 - Vladimir Sobeslav, Josef Horalek, Tomás Svoboda, Hana Svecova:
Security Consideration of BIA Utilization in Smart Electricity Metering Systems. 585-597 - Ayyub Alzahem, Wadii Boulila, Maha Driss, Anis Koubaa, Iman M. Almomani:
Towards Optimizing Malware Detection: An Approach Based on Generative Adversarial Networks and Transformers. 598-610 - Faicel Yaakoubi, Aymen Yahyaoui, Wadii Boulila, Rabah Attia:
An XGBoost-Based Approach for an Efficient RPL Routing Attack Detection. 611-623 - Badr Siala, Mohamed Tahar Bhiri:
An Automatic Refinement for Event-B Through Annotated Temporal Logic Patterns. 624-637 - Farah Fourati, Mohamed Tahar Bhiri, Riadh Robbana:
Xtend Transformation from PDDL to Event-B. 638-644
Cooperative Strategies for Decision Making and Optimization
- Nesrine Touafek, Fatima Benbouzid-Si Tayeb, Asma Ladj, Alaeddine Dahamni, Riyadh Baghdadi:
An Integrated Artificial Bee Colony Algorithm for Scheduling Jobs and Flexible Maintenance with Learning and Deteriorating Effects. 647-659 - Sarra Ben Chaabane, Kais Bouallegue, Akram Belazi, Sofiane Kharbech, Ammar Bouallegue:
Chaotic Dingo Optimization Algorithm: Application in Feature Selection for Beamforming Aided Spectrum Sensing. 660-673 - Farah Farjallah, Houssem Eddine Nouri, Olfa Belkahla Driss:
Multi-start Tabu Agents-Based Model for the Dual-Resource Constrained Flexible Job Shop Scheduling Problem. 674-686 - Andrzej Sieminski:
Segment Based Approach to Travelling Salesman Problem. 687-700 - Sam Kuilboer, Wesley Sieraad, Gülay Canbaloglu, Laila van Ments, Jan Treur:
A Second-Order Adaptive Network Model for Organizational Learning and Usage of Mental Models for a Team of Match Officials. 701-716
Computational Intelligence for Digital Content Understanding
- Hao Duc Do, Duc Thanh Chau, Tran Thai Son:
Speech Representation Using Linear Chirplet Transform and Its Application in Speaker-Related Recognition. 719-729 - Marek Kopel:
Towards Making University PDFs Conform to Universal Accessibility Standard. 730-743 - Takwa Kazdar, Marwa Jmal, Wided Souidène, Rabah Attia:
Table Recognition in Scanned Documents. 744-754 - Hoang Pham Minh, Nguyen Nguyen Xuan, Tran Thai Son:
TT-ViT: Vision Transformer Compression Using Tensor-Train Decomposition. 755-767 - Ngoc-Thao Nguyen, Hieu Vo, Khanh Tran, Duy Ha, Duc Nguyen, Thanh Le:
Medical Prescription Recognition Using Heuristic Clustering and Similarity Search. 768-780 - Rabeaa Mouty, Achraf Gazdar:
Employing the Google Search and Google Translate to Increase the Performance of the Credibility Detection in Arabic Tweets. 781-788
Applications for Industry 4.0
- Feten Slimeni, Tijeni Delleji, Zied Chtourou:
RF-Based Mini-Drone Detection, Identification & Jamming in No Fly Zones Using Software Defined Radio. 791-798 - Jalel Chebil, Hanene Zormati, Ali Mansour, Ismail Ben Mabrouk, Jamel Bel Hadj Tahar:
A New 3D-Regular Shaped Geometry-Based MIMO Channel Model for Vehicle-to-Vehicle Communications in Rectangular Tunnel. 799-808 - Sagdat Okimbek, Nurlan Razak, Iskander Akhmetov, Alexandr A. Pak:
Avoiding Hazardous Color Combinations in Traffic Signs on STN Based Model for Autonomous Vehicles. 809-822 - Veronika Hromadova, Peter Brida, Roman Jarina, Juraj Machaj:
Feasibility of RSS Measurements for Smartphone-Based Indoor Acoustic Localization. 823-835 - Patient Zihisire Muke, Zbigniew Telec, Bogdan Trawinski:
Cognitive Load Measurement Using Arithmetic and Graphical Tasks and Galvanic Skin Response. 836-850
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