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ORCIDICCCI 2023: Budapest, Hungary - CCIS Volume
- Ngoc Thanh Nguyen
, János Botzheim, László Gulyás, Manuel Núñez, Jan Treur, Gottfried Vossen, Adrianna Kozierkiewicz:
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, Do Thi Thanh Ha, Hong Tiet Gia, Vu Thi My Hang, Cuong Pham-Nguyen, Le Nguyen Hoai Nam:
RaReSi: An Approach Combining Ratings and Reviews to Measure User Similarity in Neighbor-Based Recommender Systems. 17-29 - Elena-Ruxandra Lutan, Costin Badica:
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, Rafal Scherer, Konrad Szalapak, Kajetan Komar-Komarowski, Julian Szymanski, Andrzej Sobecki:
Previous Opinions is All You Need - Legal Information Retrieval System. 57-67 - Filippos Dimopoulos, Edgar Eler, Marieke Timmers, Jan Treur, Sander L. Koole:
An Agent-Based Network Model for Interpersonal Emotion Regulation in a Human-Bot Interaction. 68-79
Deep Learning Techniques
- Hassen Louati, Ali Louati, Elham Kariri, Slim Bechikh:
Optimizing Deep Learning for Computer-Aided Diagnosis of Lung Diseases: An Automated Method Combining Evolutionary Algorithm and Transfer Learning. 83-95 - Samawel Jaballi, Manar Joundy Hazar, Salah Zrigui, Henri Nicolas, Mounir Zrigui:
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, Mohamed Othmani, Hela Ltifi:
An Improved Approach for Parkinson's Disease Classification Based on Convolutional Neural Network. 123-135 - Fatma Salah, Dhouha Guesmi, Yassine Ben Ayed:
A Convolutional Recurrent Neural Network Model for Classification of Parkinson's Disease from Resting State Multi-channel EEG Signals. 136-146 - Dhouha Guesmi, Fatma Salah, Yassine Ben Ayed:
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, Javokhir Musaev, Sarvinoz Anorboeva, Jeongkyu Hong, Ngoc Thanh Nguyen, Yeong-Seok Seo, Dosam Hwang:
Classifying Chicken-Made Food Images Using Enhanced MobilNetV2. 175-188
Natural Language Processing
- Grzegorz Dziczkowski, Grzegorz Madyda:
Initial Approach to Pharmaceutical Opinion Search in Polish Language. 191-202 - Rakia Saidi, Fethi Jarray, Asma Akacha, Wissem Aribi:
WSDTN a Novel Dataset for Arabic Word Sense Disambiguation. 203-212 - Malek Hedhli, Ferihane Kboubi:
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, Fethi Jarray:
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, Fethi Jarray:
Sh-DistilBERT: New Transfer Learning Model for Arabic Sentiment Analysis and Aspect Category Detection. 272-283
Data Minning and Machine Learning
- Mahdi Hamzaoui, Mohamed Ould-Elhassen Aoueileyine, Ridha Bouallegue:
A Hybrid Method of K-Nearest Neighbors with Decision Tree for Water Quality Classification in Aquaculture. 287-299 - Pawel Drozda, Bartosz A. Nowak, Arkadiusz Talun, Leszek Bukowski:
Evaluating Web Crawlers with Machine Learning Algorithms for Accurate Location Extraction from Job Offers. 300-312 - Itilekha Podder, Udo Bub:
A Design Science Research Approach Towards Knowledge Discovery and Predictive Maintenance of MEMS Inertial Sensors Using Machine Learning. 313-325 - Loan T. T. Nguyen, Anh N. H. Pham, Trinh D. D. Nguyen, Adrianna Kozierkiewicz, Bay Vo, N. T. Tung:
Efficient Pruning Strategy for Mining High Utility Quantitative Itemsets. 326-338 - Krzysztof Ziólkowski:
AAPL Forecasting Using Contemporary Time Series Models. 339-350 - Gábor Danner, István Hegedüs, Márk Jelasity:
Improving Gossip Learning via Limited Model Merging. 351-363 - Wiem Nhidi, Najib Ben Aoun, Ridha Ejbali:
Ensemble Machine Learning-Based Egg Parasitism Identification for Endangered Bird Conservation. 364-375
Social Networks and Speek Communication
- Brigitte Juanals, Jean-Luc Minel:
A Comparative Analysis of Long Covid in the French Press and Twitter. 379-392 - Martin Zajac, Jirí Horák, Pavel Kukuliac:
Semantic Analysis of Transit Related Tweets in London and Prague. 393-405 - Yayati Gupta, Sanatan Sukhija, S. R. S. Iyengar:
k-Shell Without Decomposition. 406-418 - Dina Oralbekova, Orken Mamyrbayev, Mohamed Othman, Keylan Alimhan, Nina Khairova, Aliya Zhunussova:
Difficulties Developing a Children's Speech Recognition System for Language with Limited Training Data. 419-429 - Tolganay Balabekova, Bauyrzhan Kairatuly, Ualsher Tukeyev:
Kazakh-Uzbek Speech Cascade Machine Translation on Complete Set of Endings. 430-442
Cybersecurity and Internet of Things
- Wojciech Wodo, Natalia Kuzma:
Human-Related Security Threats and Countermeasures of Electronic Banking and Identity Services - Polish Case Study. 445-458 - Bibars Amangeldy, Nurdaulet Tasmurzayev, Madina Mansurova, Baglan Imanbek, Talshyn Sarsembayeva:
Design and Development of IoT Based Medical Cleanroom. 459-469 - Ines Rahmany, Rihab Saidi, Tarek Moulahi, Mutiq Almutiq:
Reliable Framework for Digital Forensics in Medical Internet of Things. 470-480 - Mihailo Ilic, Mirjana Ivanovic:
Federated Learning - Opportunities and Application Challenges. 481-492
Cooperative Strategies for Decision Making and Optimization
- Samia Sammoud, Inès Alaya, Moncef Tagina:
A New Ant Population Based Improvement Heuristic for Solving Large Scale TSP. 495-507 - Ákos Holló-Szabó, János Botzheim:
Comparison of Various Mutation Operators of the Bacterial Memetic Algorithm on the Traveling Salesman Problem. 508-520 - Jiaojiao Mei, László Gulyás, János Botzheim:
Comparing Lamarckian and Baldwinian Approaches in Memetic Optimization. 521-533 - Asma Cherrered, Imene Racha Mekki, Karima Benatchba, Fatima Benbouzid-Si Tayeb:
A Fitness Approximation Assisted Hyper-heuristic for the Permutation Flowshop Problem. 534-545 - Polina Görbe, Tamás Bódis:
Generalized Objective Function to Ensure Robust Evaluation for Evolutionary Storage Location Assignment Algorithms. 546-559 - Hunor István Lukács, Tamás Fischl, János Botzheim:
Bacterial Evolutionary Algorithm Based Autoencoder Architecture Search for Anomaly Detection. 560-572
Digital Content Understanding and Application for Industry 4.0
- István Reményi, Bálint Domián, Zoltán Kárász:
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, Duy Bao Dinh, Son Thanh Le, Sach Thanh Le, Lam S. Q. Pham, Marcin Maleszka, Lam V. D. Nguyen:
A Solution for Building a V-Museum Based on Virtual Reality Application. 597-609 - Alexandru Ionascu, Sebastian Stefaniga, Mihail Gaianu:
Synthetic Football Sprite Animations Learned Across the Pitch. 610-618 - Milo Roucairol, Tristan Cazenave:
Solving the Hydrophobic-Polar Model with Nested Monte Carlo Search. 619-631 - Sorin Valcan, Mihail Gaianu:
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, Usama Sardar, Sarwan Ali, Shafiq Alam, Murray Patterson, Imdadullah Khan:
Robust Brain Age Estimation via Regression Models and MRI-Derived Features. 661-674 - Sheikh Sharfuddin Mim, Doina Logofatu, Florin Leon:
Efficient Analysis of Patient Length of Stay in Hospitals Using Classification and Clustering Approaches. 675-688 - Hai Thanh Nguyen, An Hoang Cao, Phuong Ha Dang Bui:
Electrocardiogram-Based Heart Disease Classification with Machine Learning Techniques. 689-701 - Ines Feki, Sourour Ammar, Yousri Kessentini:
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, Madina Mansurova, Gulshat Amirkhanova, Rollan Alimgazy:
Comparative Analysis of Human Action Recognition Classification for Ambient Assisted Living. 728-739 - Mariem Taktak, Slim Triki:
Overview of Time Series Classification Based on Symbolic Discretization for ECG Applications. 740-752 - Wissal Midani, Wael Ouarda, Mounir Ben Ayed:
Res_1D_CNN and BiLSTM with Attention Mechanism Integration for Arrhythmia Diagnosis. 753-764
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