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ORCID16th ACIIDS 2024: Ras Al Khaimah, UAE - Part II
Data Modelling and Smart Information Systems
- Trien Phat Tran, Fareed Ud Din, Ljiljana Brankovic, Cesar Sanín, Susan M. Hester:
A Systematic Review of Medicinal Plant Identification Using Deep Learning. 3-14 - Shahriar Shakir Sumit, Sreenatha G. Anavatti, Murat Tahtali, Seyedali Mirjalili, Ugur Turhan:
KDVGG-Lite: A Distilled Approach for Enhancing the Accuracy of Image Classification. 15-27 - Md. Kowsar Hossain Sakib, Md Rafiqul Islam, Shanjita Akter Prome, Thanh Thao Lam Nguyen, David Asirvatham, Neethiahnanthan Ari Ragavan, Xianzhi Wang, Cesar Sanín:
MVis4LD: Multimodal Visual Interactive System for Lie Detection. 28-43 - Rafal Kozik, Damian Puchalski, Aleksandra Pawlicka, Szymon Bus, Jakub Glówka, Krishna Chandramouli, Marco Tiemann, Marek Pawlicki, Rafal Renk, Ryszard S. Choras:
ULTIMATE Project Toolkit for Robotic AI-Based Data Analysis and Visualization. 44-55 - Mihai Gherghinescu, Todor Ivascu, Sebastian Stefaniga:
Adaptive Traffic Management System Based on Real-Time Traffic Conditions. 56-67 - Marcin Jodlowiec:
Formalizing Data Metamodel Semantics for Mapping Patterns Specification. 68-80 - Rafal Palak, Krystian Wojtkiewicz:
Evolution and Refinement of the Formal Framework for Collective Systems. 81-94 - Aleksandra Baczkiewicz, Jaroslaw Watróbski, Jaroslaw Jankowski, Wojciech Salabun:
Multi-criteria Temporal Intelligent Decision Support System for Sustainable Energy Mix Assessment. 95-106
Image and Video Processing
- Nguyen Thai-Nghe, Vo Van Kiet, Huu-Hoa Nguyen:
Brain Tumor Segmentation with FPN-Based EfficientNet and XAI. 109-119 - Dung Nguyen, Van-Dung Hoang, Van-Tuong-Lan Le:
V-DETR: Pure Transformer for End-to-End Object Detection. 120-131 - Abdulaziz Anorboev, Javokhir Musaev, Sarvinoz Anorboeva, Yeong-Seok Seo, Ngoc Thanh Nguyen, Jeongkyu Hong, Dosam Hwang:
Enhancing Classification of Parasite Microscopy Images Through Image Edge-Accentuating Preprocessing. 132-143 - Hoang-Viet Nguyen, Thi-Hai-Yen Vuong, Hoang-Quynh Le:
Enhancing Deepfake Detection Through Innovative Data Augmentation Strategies and Frame-Based Deep Learning Architecture. 144-155 - Michal Szachniewicz, Wojciech Kozlowski, Michal Stypulkowski, Maciej Zieba:
Self-supervised Adversarial Masking for 3D Point Cloud Representation Learning. 156-168 - Sahar Dammak, Hazar Mliki, Emna Fendri:
Facial Ethnicity Recognition Based on a New Joint Loss Function. 169-180 - Gaspard Brue, Faten Chaieb, Jerome Dantan, Mébarek Temagoult, Tanguy Vauchey, Hajer Baazaoui, Mohamad Ghassany:
Decision-Making Approach for Early Plant Stress Detection from Hyperspectral Images. 181-192 - Anh-Vu Vo Duy, Quang-Huy Che, Vinh-Tiep Nguyen:
Adaptive Scheme of Clustering-Based Unsupervised Learning for Person Re-identification. 193-205
Machine Learning Algorithms in Theory and Practice
- Urszula Bentkowska, Marcin Mrukowicz, Wojciech Galka, Karol Lech:
An Ensemble Classifier Based on kNN with an Interval Threshold Strategy. 209-223 - Rustam Mussabayev, Ravil Mussabayev:
Superior Parallel Big Data Clustering Through Competitive Stochastic Sample Size Optimization in Big-Means. 224-236 - Michal Ryngier, Urszula Boryczka:
Invigorative Art - Can a Computer Program Be Creative? 237-249 - Kwabena Frimpong Marfo, Malgorzata Przybyla-Kasperek:
Exploring the Impact of Object Diversity on Classification Quality in Dispersed Data Environments. 250-262 - Tomasz Jach, Barbara Probierz, Jan Kozak, Piotr Stefanski, Grzegorz Dziczkowski, Anita Hrabia, Przemyslaw Juszczuk, Szymon Glowania, Gabriel Wolek, Wojciech Sznapka, Lukasz Swierk, Natalia Joniec:
Identification of Users in a Gambling Problem with the Use of Machine Learning. 263-274 - Quynh-Trang Pham Thi, Duc-Hung Nguyen, Thanh Hai Dang, Duc-Trong Le, Tri-Thanh Nguyen, Quang-Thuy Ha:
Towards Robust Continual Learning: A Multi-Head Approach with Online Prototype Equilibrium and Adaptive Prototypical Feedback. 275-286 - Walid Guettala, László Gulyás:
On the Power of Graph Neural Networks and Feature Augmentation Strategies to Classify Social Networks. 287-301
Prediction and Recommendation Systems
- Kazuki Jin, Lei Fu, Jianwei Zhang:
A Clustering-Based Athlete Recommender System Considering the Discrepancy Between Ability and Result. 305-316 - Hoang-Loc La, Vi Ngoc-Nha Tran, Hung Manh La, Phuong Hoai Ha:
Interpretable Fuzzy Embedded Neural Network for Multivariate Time-Series Forecasting. 317-331 - Foutse Yuehgoh, Sonia Djebali, Nicolas Travers:
How to Recommend Multidimensional Data with a Multiplex Graph? 332-344
Text, Speech and Natural Language Processing
- Samawel Jaballi, Salah Zrigui, Manar Joundy Hazar, Henri Nicolas, Mounir Zrigui:
Exploring Unsupervised Word Representations Models and Neural Networks for Informal Multilingual Text Against Covid-19 Social Media Content. 347-359 - Dauren Nurmaganbet, Ualsher Tukeyev, Shormakova Assem, Zhandos Zhumanov:
Comparative Analysis of Models for Neural Machine Speech-to-Text Translation for Turkic State Languages. 360-371 - Tung Tran Nguyen Doan, Son Thanh Huynh, An Trong Nguyen, An Tran-Hoai Le, Thuy-An Phan-Thi, Dang T. Huynh, Binh T. Nguyen:
Vietnamese Automatic Speech Recognition for Financial Conversation Data. 372-383 - Gracjan Katek, Marta Gackowska, Joanna Komorniczak, Pawel Ksieniewicz, Rafal Kozik, Marek Pawlicki, Michal Choras:
Involving Society to Protect Society from Fake News and Disinformation: Crowdsourced Datasets and Text Reliability Assessment. 384-395 - Imen Gabsi, Hager Kammoun, Dalila Souidi, Ikram Amous:
Deep Semantic Biomedical Document Representation Method. 396-407 - Arafet Sbei, Khaoula ElBedoui, Walid Barhoumi:
Synergistic Text Annotation Based on Rule-Based Expressions and DistilBERT. 408-422
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