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15th ICCCI 2023: Budapest, Hungary
- Ngoc Thanh Nguyen
, János Botzheim
Computational Collective Intelligence - 15th International Conference, ICCCI 2023, Budapest, Hungary, September 27-29, 2023, Proceedings. Lecture Notes in Computer Science 14162, Springer 2023, ISBN 978-3-031-41455-8
Collective Intelligence and Collective Decision-Making
- Dai Tho Dang
Hybrid Genetic Algorithms to Determine 2-Optimality Consensus for a Collective of Ordered Partitions. 3-15 - Nguyen Thi Kim Lan, Hoa Ngoc Nguyen
From Fragmented Data to Collective Intelligence: A Data Fabric Approach for University Knowledge Management. 16-28 - Tapio Frantti, Ilgin Safak:
An Architecture for Enabling Collective Intelligence in IoT Networks. 29-42 - Denis Mayr Lima Martins
Self-Organizing Maps for Data Purchase Support in Data Marketplaces. 43-55 - Barbara Wedrychowicz
Agent Based Model of Elementary School Group Learning - A Case Study. 56-67
Deep Learning Techniques
- Arwa M. J. Jwaifel
Deep Reinforcement Learning for Jointly Resource Allocation and Trajectory Planning in UAV-Assisted Networks. 71-83 - Refka Hanachi
DNGAE: Deep Neighborhood Graph Autoencoder for Robust Blind Hyperspectral Unmixing. 84-96 - Chawki Barhoumi
Unlocking the Potential of Deep Learning and Filter Gabor for Facial Emotion Recognition. 97-110 - Trung-Nam Bui Huynh
Graph Convolution Collaborative Filtering with Dense Embeddings. 111-124 - Jihene Tmamna
Automatic Quantization of Convolutional Neural Networks Based on Enhanced Bare-Bones Particle Swarm Optimization for Chest X-Ray Image Classification. 125-137 - Phan Nguyen Duc Hieu, Phan Duy Hung
A Convolutional Autoencoder Approach for Weakly Supervised Anomaly Video Detection. 138-150 - Krisztián Búza
Sparsity-Invariant Convolution for Forecasting Irregularly Sampled Time Series. 151-162 - Tamás Traub
Efficient Sparse Networks from Watts-Strogatz Network Priors. 163-175
Natural Language Processing
- Khang Pham
Exploring the Role of Monolingual Data in Cross-Attention Pre-training for Neural Machine Translation. 179-190 - Diana Rakhimova
Development of a Dictionary for Preschool Children with Weak Speech Skills Based on the Word2Vec Method. 191-202 - Alaidine Ben Ayed, Ismaïl Biskri, Jean-Guy Meunier:
An Abstractive Automatic Summarization Approach Based on a Text Comprehension Model of Cognitive Psychology. 203-216 - Phan Duc Manh, Nguyen Tuan Minh, Phan Duy Hung
Detecting Duplicate Multiple Choice Questions in the Large Question Bank. 217-230 - Hai-Yen Vu, Phuong Le-Hong:
A Context-Aware Approach for Improving Dialog Act Detection in a Multilingual Conversational Platform. 231-242
Data Mining and Machine Learning
- Lidia Bedhouche, Mohamed Amir Koalal, Alaidine Ben Ayed
Efficient Association Rules Minimization Using a Double-Stage Quine-McCluskey-Based Approach. 245-255 - Rares Folea
Complexity-Based Code Embeddings. 256-269 - Andrea Galloni
Differentially Private Copulas, DAG and Hybrid Methods: A Comprehensive Data Utility Study. 270-281 - Elena Flondor
Analysing Android Apps Classification and Categories Validation by Using Latent Dirichlet Allocation. 282-297 - Mouna Medhioub
Staircase Recognition Based on Possibilistic Feature Quality Assessment Method. 298-310
Social Networks and Intelligent Systems
- Pawel Szyman
Toward Effective Link Prediction Based on Local Information in Organizational Social Networks. 313-325 - Jose Fabio Ribeiro Bezerra
A New Topic Modeling Method for Tweets Comparison. 326-336 - Erik-Robert Kovacs
Measuring Gender: A Machine Learning Approach to Social Media Demographics and Author Profiling. 337-349 - Marwen Bouabid
Crisis Detection by Social and Remote Sensing Fusion: A Selective Attention Approach. 350-362 - Manar Joundy Hazar
Educational Videos Recommendation System Based on Topic Modeling. 363-376
Cybersecurity, Blockchain Technology and Internet of Things
- Deepanjan Mitra
A Two-Hop Neighborhood Based Berserk Detection Algorithm for Probabilistic Model of Consensus in Distributed Ledger Systems. 379-391 - Tao Peng, Sana Sellami, Omar Boucelma
Trust Assessment on Data Stream Imputation in IoT Environments. 392-404 - Thi Tuyet Trinh Nguyen, Hoai An Le Thi
Optimizing Merkle Tree Structure for Blockchain Transactions by a DC Programming Approach. 405-417 - Mariana Catela Jacob Rodrigues
Wearable Tag for Indoor Localization in the Context of Ambient Assisted Living. 418-430 - Pin-Jung Tang, Chien-wen Shen, Phung Phi Tran
Hyperledger Blockchain-Enabled Cold Chain Application for Flower Logistics. 431-443 - Andras Ferenczi, Costin Badica
A Fully Decentralized Privacy-Enabled Federated Learning System. 444-456
Cooperative Strategies for Decision Making and Optimization
- Grazyna Starzec
Two-Dimensional Pheromone in Ant Colony Optimization. 459-471 - Márk Domonkos
Analysis of Different Reinsertion Strategies in Steady State Genetic Algorithm. 472-483 - Szilárd Kovács
Traffic Optimization by Local Bacterial Memetic Algorithm. 484-496 - Mahdi Jemmali
Optimizing Fire Control Monitoring System in Smart Cities. 497-509
Computational Intelligence for Digital Content Understanding
- Farah Chouikhi
Desertification Detection in Satellite Images Using Siamese Variational Autoencoder with Transfer Learning. 513-525 - Jihed Jabnoun, Ahmed Zrigui, Anwer Slimi, Fabien Ringeval, Didier Schwab, Mounir Zrigui:
Speaker Identification Enhancement Using Emotional Features. 526-539 - Piotr Stefanski
Classification of Punches in Olympic Boxing Using Static RGB Cameras. 540-551 - Safa Mefteh
Learning Human Postures Using Lab-Depth HOG Descriptors. 552-564 - Pham Thai Hoang Tung, Nguyen Tan Viet, Ngo Tien Anh, Phan Duy Hung
SemiMemes: A Semi-supervised Learning Approach for Multimodal Memes Analysis. 565-577 - Massinissa Aouragh, László Gulyás:
Extrinsic Calibration Framework for Camera-Lidar Fusion Using Recurrent Residual Network. 578-590 - Anh D. Nguyen
GAN-Based Data Augmentation and Pseudo-label Refinement for Unsupervised Domain Adaptation Person Re-identification. 591-605 - Wilson Bakasa
Intelligent Automated Pancreas Segmentation Using U-Net Model Variants. 606-618
Knowledge Engineering and Application for Industry 4.0
- C. S. Lim, Saw Chin Tan, Avinash Imanuel, Jenniffer Sue Ling Teh, N. Q. Baderulhisham:
Energy and Congestion Awareness Traffic Scheduling in Hybrid Software-Defined Network with Flow Splitting. 621-633 - Marek Kopel
"Is Proton Good Enough?" - A Performance Comparison Between Gaming on Windows and Linux. 634-646 - Krzysztof Trojanowski
Complete Coverage and Path Planning for Emergency Response by UAVs in Disaster Areas. 647-659 - Leon Bobrowski
Complex Layers of Ranked Prognostic Models. 660-669 - Jaroslaw Wikarek
Configuration of Project Team Members' Competences: A Proactive and Reactive Approach. 670-684
Computational Intelligence in Medical Applications
- Mazin S. Mohammed
Teeth Disease Recognition Based on X-ray Images. 687-699 - Henry Musto, Daniel Stamate, Ida M. Pu, Daniel Stahl:
Predicting Alzheimer's Disease Diagnosis Risk Over Time with Survival Machine Learning on the ADNI Cohort. 700-712 - Ngoc-Thao Nguyen
MEP: A Comprehensive Medicines Extraction System on Prescriptions. 713-725 - Gonçalo Ribeiro
New Approaches to Monitoring Respiratory Activity as Part of an Intelligent Model for Stress Assessment. 726-740 - Smruti Inamdar, Teresa Liberatore, Jan Treur:
An Adaptive Network Model for Anorexia Nervosa: Addressing the Effects of Therapy. 741-752 - Nesrine Tarhouni
ReVQ-VAE: A Vector Quantization-Variational Autoencoder for COVID-19 Chest X-Ray Image Recovery. 753-765
Ensemble Models and Data Fusion
- Ayoub El Qadi, Maria Trocan, Patricia Conde Céspedes, Thomas Frossard, Natalia Díaz Rodríguez:
Credit Risk Scoring Using a Data Fusion Approach. 769-781 - Szymon Glowania
Goal-Oriented Classification of Football Results. 782-793 - Ireneusz Czarnowski
Learning from Imbalanced Data Streams Using Rotation-Based Ensemble Classifiers. 794-805 - Joanna Grzyb
DE-Forest - Optimized Decision Tree Ensemble. 806-818 - Joanna Jedrzejowicz
Mining Multiple Class Imbalanced Datasets Using a Specialized Balancing Algorithm and the Adaboost Technique. 819-831 - Patient Zihisire Muke
Investigation and Prediction of Cognitive Load During Memory and Arithmetic Tasks. 832-845
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