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ICCCI 2023: Budapest, Hungary - CCIS Volume
- Ngoc Thanh Nguyen
, János Botzheim
Advances in Computational Collective Intelligence - 15th International Conference, ICCCI 2023, Budapest, Hungary, September 27-29, 2023, Proceedings. Communications in Computer and Information Science 1864, Springer 2023, ISBN 978-3-031-41773-3
Collective Intelligence and Collective Decision-Making
- Harika Bhogaraju, Arushi Jain, Jyotika Jaiswal, Adolfo R. Escobedo
Assessing the Effects of Expanded Input Elicitation and Machine Learning-Based Priming on Crowd Stock Prediction. 3-16 - Ho Thi Hoang Vy
RaReSi: An Approach Combining Ratings and Reviews to Measure User Similarity in Neighbor-Based Recommender Systems. 17-29 - Elena-Ruxandra Lutan
Personalized Quiz-Based Perfume Recommender System Using Social Data. 30-43 - Maha Driss
LSTM-Based QoE Evaluation for Web Microservices' Reputation Scoring. 44-56 - Maciej Osowski, Katarzyna Lorenc, Pawel Drozda
Previous Opinions is All You Need - Legal Information Retrieval System. 57-67 - Filippos Dimopoulos, Edgar Eler
An Agent-Based Network Model for Interpersonal Emotion Regulation in a Human-Bot Interaction. 68-79
Deep Learning Techniques
- Hassen Louati
Optimizing Deep Learning for Computer-Aided Diagnosis of Lung Diseases: An Automated Method Combining Evolutionary Algorithm and Transfer Learning. 83-95 - Samawel Jaballi
Deep Bidirectional LSTM Network Learning-Based Sentiment Analysis for Tunisian Dialectical Facebook Content During the Spread of the Coronavirus Pandemic. 96-109 - Oumar Khlelfa, Aymen Yahyaoui, Mouna Ben Azaiz, Anwer Ncibi, Ezzedine Gazouani, Adel Ammar, Wadii Boulila
Interpretation of Immunofluorescence Slides by Deep Learning Techniques: Anti-nuclear Antibodies Case Study. 110-122 - Jihen Fourati
An Improved Approach for Parkinson's Disease Classification Based on Convolutional Neural Network. 123-135 - Fatma Salah
A Convolutional Recurrent Neural Network Model for Classification of Parkinson's Disease from Resting State Multi-channel EEG Signals. 136-146 - Dhouha Guesmi
Recognition of Alzheimer's Disease Based on Transfer Learning Approach Using Brain MR Images with Regularization. 147-160 - Atheer Joudah, Souheyl Mallat, Mounir Zrigui:
Detection and Analyzing Satellite Images by Using Conventional Neural Network. 161-174 - Abdulaziz Anorboev
Classifying Chicken-Made Food Images Using Enhanced MobilNetV2. 175-188
Natural Language Processing
- Grzegorz Dziczkowski
Initial Approach to Pharmaceutical Opinion Search in Polish Language. 191-202 - Rakia Saidi
WSDTN a Novel Dataset for Arabic Word Sense Disambiguation. 203-212 - Malek Hedhli
CNN-BiLSTM Model for Arabic Dialect Identification. 213-225 - Hassen Mahdhaoui, Abdelkarim Mars, Mounir Zrigui:
Active Learning with AraGPT2 for Arabic Named Entity Recognition. 226-236 - Sarsabene Hammi, Souha Hammami Mezghani, Lamia Hadrich Belguith:
FreMPhone: A French Mobile Phone Corpus for Aspect-Based Sentiment Analysis. 237-249 - Imen Tanfouri
OTSummarizer an Optimal Transport Based Approach for Extractive Text Summarization. 250-261 - Rasha Falah kadhem, Souheyl Mallat, Emna Hkiri, Atheer Joudah, Abdullah M. Albarrak, Mounir Zrigui:
Towards a Hybrid Document Indexing Approach for Arabic Documentary Retrieval System. 262-271 - Hasna Chouikhi
Sh-DistilBERT: New Transfer Learning Model for Arabic Sentiment Analysis and Aspect Category Detection. 272-283
Data Minning and Machine Learning
- Mahdi Hamzaoui
A Hybrid Method of K-Nearest Neighbors with Decision Tree for Water Quality Classification in Aquaculture. 287-299 - Pawel Drozda
Evaluating Web Crawlers with Machine Learning Algorithms for Accurate Location Extraction from Job Offers. 300-312 - Itilekha Podder
A Design Science Research Approach Towards Knowledge Discovery and Predictive Maintenance of MEMS Inertial Sensors Using Machine Learning. 313-325 - Loan T. T. Nguyen
Efficient Pruning Strategy for Mining High Utility Quantitative Itemsets. 326-338 - Krzysztof Ziólkowski
AAPL Forecasting Using Contemporary Time Series Models. 339-350 - Gábor Danner
Improving Gossip Learning via Limited Model Merging. 351-363 - Wiem Nhidi
Ensemble Machine Learning-Based Egg Parasitism Identification for Endangered Bird Conservation. 364-375
Social Networks and Speek Communication
- Brigitte Juanals
A Comparative Analysis of Long Covid in the French Press and Twitter. 379-392 - Martin Zajac
Semantic Analysis of Transit Related Tweets in London and Prague. 393-405 - Yayati Gupta
k-Shell Without Decomposition. 406-418 - Dina Oralbekova
Difficulties Developing a Children's Speech Recognition System for Language with Limited Training Data. 419-429 - Tolganay Balabekova
Kazakh-Uzbek Speech Cascade Machine Translation on Complete Set of Endings. 430-442
Cybersecurity and Internet of Things
- Wojciech Wodo
Human-Related Security Threats and Countermeasures of Electronic Banking and Identity Services - Polish Case Study. 445-458 - Bibars Amangeldy
Design and Development of IoT Based Medical Cleanroom. 459-469 - Ines Rahmany
Reliable Framework for Digital Forensics in Medical Internet of Things. 470-480 - Mihailo Ilic
Federated Learning - Opportunities and Application Challenges. 481-492
Cooperative Strategies for Decision Making and Optimization
- Samia Sammoud
A New Ant Population Based Improvement Heuristic for Solving Large Scale TSP. 495-507 - Ákos Holló-Szabó
Comparison of Various Mutation Operators of the Bacterial Memetic Algorithm on the Traveling Salesman Problem. 508-520 - Jiaojiao Mei
Comparing Lamarckian and Baldwinian Approaches in Memetic Optimization. 521-533 - Asma Cherrered
A Fitness Approximation Assisted Hyper-heuristic for the Permutation Flowshop Problem. 534-545 - Polina Görbe
Generalized Objective Function to Ensure Robust Evaluation for Evolutionary Storage Location Assignment Algorithms. 546-559 - Hunor István Lukács
Bacterial Evolutionary Algorithm Based Autoencoder Architecture Search for Anomaly Detection. 560-572
Digital Content Understanding and Application for Industry 4.0
- István Reményi
Improved Object Detection by Utilizing the Image Stream. 575-584 - Abdelkarim Mars, Karim Dabbabi, Salah Zrigui, Mounir Zrigui:
Combination of DE-GAN with CNN-LSTM for Arabic OCR on Images with Colorful Backgrounds. 585-596 - Sinh Van Nguyen
A Solution for Building a V-Museum Based on Virtual Reality Application. 597-609 - Alexandru Ionascu, Sebastian Stefaniga
Synthetic Football Sprite Animations Learned Across the Pitch. 610-618 - Milo Roucairol
Solving the Hydrophobic-Polar Model with Nested Monte Carlo Search. 619-631 - Sorin Valcan
Ground Truth Data Generator in Automotive Infrared Sensor Vision Problems Using a Minimum Set of Operations. 632-644 - Piotr Pawel Józwiak
Theoretical and Empirical Testing of the Randomness of a Quantum Random Number Generator with Quantum Entanglement. 645-657
Computational Intelligence in Medical Applications
- Mansoor Ahmed
Robust Brain Age Estimation via Regression Models and MRI-Derived Features. 661-674 - Sheikh Sharfuddin Mim
Efficient Analysis of Patient Length of Stay in Hospitals Using Classification and Clustering Approaches. 675-688 - Hai Thanh Nguyen
Electrocardiogram-Based Heart Disease Classification with Machine Learning Techniques. 689-701 - Ines Feki, Sourour Ammar
SS-FL: Self-Supervised Federated Learning for COVID-19 Detection from Chest X-Ray Images. 702-714 - Aiman Chakroun, Mariem Mefteh, Nadia Bouassida:
A New Approach for the Diagnosis of Children Personality Disorders Based on Semantic Analysis. 715-727 - Ainur Zhumasheva
Comparative Analysis of Human Action Recognition Classification for Ambient Assisted Living. 728-739 - Mariem Taktak
Overview of Time Series Classification Based on Symbolic Discretization for ECG Applications. 740-752 - Wissal Midani
Res_1D_CNN and BiLSTM with Attention Mechanism Integration for Arrhythmia Diagnosis. 753-764
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