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ORCID16th ACIIDS 2024: Ras Al Khaimah, UAE - Part I
- Ngoc Thanh Nguyen
, Richard Chbeir, Yannis Manolopoulos, Hamido Fujita, Tzung-Pei Hong, Minh Le Nguyen, Krystian Wojtkiewicz:
Intelligent Information and Database Systems - 16th Asian Conference, ACIIDS 2024, Ras Al Khaimah, UAE, April 15-18, 2024, Proceedings, Part I. Lecture Notes in Computer Science 14795, Springer 2024, ISBN 978-981-97-4981-2
Advanced Data Analysis Methods
- Tarek Seghair, Olfa Besbes, Takoua Abdellatif:
Continual AE-WGAN for Unsupervised Anomaly Detection in Streaming Data. 3-14 - Hernán Humberto Álvarez-Valera, Alexandre Maurice, Franck Ravat, Jiefu Song, Philippe Roose, Nathalie Vallès-Parlangeau:
Energy Measurement System for Data Lake: An Initial Approach. 15-27 - Khai Phan Tran, Xue Li:
CDER: Collaborative Evidence Retrieval for Document-Level Relation Extraction. 28-39 - Bartlomiej Kizielewicz, Jakub Wieckowski, Bartosz Paradowski, Andrii Shekhovtsov, Jaroslaw Watróbski, Wojciech Salabun:
Stochastic Approaches for Criteria Weight Identification in Multi-criteria Decision Analysis. 40-51 - Khalid Belhajjame, Mahmoud Barhamgi, David Camacho:
Exploring Data Preparation Modules by Examples. 52-69 - Federica Uccello, Marek Pawlicki, Salvatore D'Antonio, Rafal Kozik, Michal Choras:
A Novel Approach to the Use of Explainability to Mine Network Intrusion Detection Rules. 70-81
AI-Driven Cybersecurity and Medical Solutions
- Ahmed Faris Alsayyad, Mohamed Mabrouk, Ahmed Al-Shammari, Mounir Zrigui:
IDRF: An Improved Dynamic Random Forest Approach for Blockchain Time Series Data Classification. 85-96 - Mazin S. Mohammed, Salah Zrigui, Mounir Zrigui:
Oral Diseases Recognition Based on Photographic Images and Dental Decay Diagnosis. 97-107 - Tri M. Nguyen, Hien D. Nguyen, Hung Nguyen, Xuan-Hau Pham, Dung A. Tran:
Multifaceted ECG Feature Extraction for AFIB Detection: Using Traditional Machine Learning Techniques. 108-119 - Barbara Probierz, Aleksandra Stras:
Automation of the Analysis of Medical Interviews to Improve Diagnoses Using NLP for Medicine. 120-131
Application of Generative Models
- Guan Wang, Rebecca Frederick, Boshra Talebi Haghighi, B. L. William Wong, Verica Rupar, Weihua Li, Quan Bai:
FramedTruth: A Frame-Based Model Utilising Large Language Models for Misinformation Detection. 135-146 - Krzysztof Sopyla, Pawel Drozda, Krzysztof Ropiak, Urszula Witkowska, Malgorzata Sieniewicz, Sebastian Jankowski:
Named Entity Recognition Model for Polish Books. 147-158 - Hassen Mahdhaoui, Abdelkarim Mars, Mounir Zrigui:
Building the ArabNER Corpus for Arabic Named Entity Recognition Using ChatGPT and Bard. 159-170 - Maciej Osowski, Aleksandra Krasnodebska, Pawel Drozda, Rafal Scherer:
Professionally Diverse: AI-Generated Faces for Targeted Advertising. 171-183 - Ehsan Taati, Marcin Budka, Scott Neville, James Canniffe:
Optimizing Neural Topic Modeling Pipelines for Low-Quality Speech Transcriptions. 184-197 - Kushal Pokhrel, Cesar Sanín, Md. Rafiqul Islam, Md. Kowsar Hossain Sakib, Anwaar Ulhaq, Edward Szczerbicki:
OrphaGPT: An Adapted Large Language Model for Orphan Diseases Classification. 198-212
Computational Intelligence
- Bui Quoc Trung, Vuong Hoang Minh, Nguyen Thi Hoai Linh, Bui Thi Mai Anh:
A Novel Dynamic Programming Method for Non-parametric Data Discretization. 215-227 - Thi Hong Khanh Nguyen, Trong Hieu Tran:
Framework to Merge Possibilistic Belief Bases. 228-240 - Przemyslaw Juszczuk, Jan Kozak:
Game-Theory Based Voting Schemas for Ensemble of Classifiers. 241-252 - Pi-Wei Chen, Jerry Chun-Wei Lin, Feng-Hao Yeh, Rafal Cupek, Chao-Chun Chen:
RECALL: Towards Generalized Representations in Unsupervised Federated Learning Under Non-IID Conditions. 253-263 - Dolly Sharma, Sonia Khetarpaul, Shashwat Tiwari, Lakshman Aakash, Aryan Gupta:
Predicting Epidemic Outbreak Using Climatic Factors. 264-275 - Andrii Shekhovtsov, Jakub Wieckowski, Bartosz Paradowski, Bartlomiej Kizielewicz, Jaroslaw Watróbski, Wojciech Salabun:
A Novel Approach Utilizing Local Criteria Weights for Multi-criteria Evaluation Within the SPOTIS Method. 276-287 - Tzung-Pei Hong, Jerry Chun-Wei Lin, Ja-Hwung Su, Tang-Kai Yin:
Masked Face-Landmark Prediction with Mask-Coefficient. 288-298 - Tzung-Pei Hong, Meng-Jui Kuo, Chun-Hao Chen, Katherine Shu-Min Li:
Federated Erasable-Itemset Mining with Quasi-Erasable Itemsets. 299-307 - Chun-Hao Chen, Low-Wei Hsu, Tzung-Pei Hong:
An Optimization Approach for Finding Diverse Trading Strategy Portfolio Using the Memetic Algorithm. 308-317
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