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ORCIDICCAI 2024: Bali Island, Indonesia
- Proceedings of the 2024 10th International Conference on Computing and Artificial Intelligence, ICCAI 2024, Bali Island, Indonesia, April 26-29, 2024. ACM 2024, ISBN 979-8-4007-1705-5
Session 1: Image Transformation and Computational Models
- Rosemarie V. Pellegrino
, Mika Ella L. Magmoyao, Herschel Annicole S. Sison:
Classification of Degradation Level of Pineapple Leaf Spot Disease using MobileNetV3. 1-5 - Zhenxiang Jiang, Yingyu Chen:
WS-GCN: Integrating GCN with Weak Supervision for Enhanced 3D Human Pose Estimation. 6-13 - Jun'nosuke Takarabe, Weiwei Du:
Multi-Processing Depth Map Estimation for Single-View 3D Image Generation. 14-19 - Irawati Nurmala Sari, Ryuto Sugahara, Weiwei Du:
Artistic Outpainting through Adaptive Image-to-Text and Text-to-Image Generation. 20-25 - Ryuto Sugahara, Weiwei Du:
NNST-based Image Outpainting via SinGAN. 26-31 - Longlong Yu, Xiaoru Wang, Chenyang Ma, Bowen Deng:
Visual Presentation Learning with Contrastive Learning for Radiology Report Generation. 32-37
Session 2: Image Recognition and Application
- John Paul Quilingking Tomas, Jurich Reuben T. Celeste, Matthias Andrew S. Reyes, Steven Y. Villacruz, Ivanne Cres V. Yabut:
Data-Driven Methodology for Bike Route Identification to Enhance Urban Cycling Infrastructure in Metropolitan Manila. 38-43 - Srikanth Bethu, Suresh Babu E:
Person Re-Identification from Video Surveillance Systems using Artificial Intelligence methods. 44-50 - William Penaflor Rey:
Assessing the Security Posture of Mobile Automated Fingerprint Identification Systems (MABIS): A Comprehensive Analysis for Enhanced Resilience. 51-59 - Chao Xia, Wei Liu, Zhao jiang Liu, Bing Chen, Jie Yang:
GRC-Net: Grouping Guided R-band Chromosome Recognition Network. 60-66 - John Paul Quilingking Tomas, Daryl Josh B. Juacalla, Jared O. Poblete, Mark Christian T. Sayson, John Armand V. Yabut:
Enhancing Pedestrian Safety with Advanced Video Detection: Harnessing YOLOv7 to Identify Smartphone Usage Among Walkers. 67-73
Session 3: Intelligent Image Detection and Algorithms
- Hilman Taris Muttaqin, Ema Rachmawati, Edward Ferdian:
Toward End-to-End Detection for Traffic Accidents from CCTV Footage. 74-83 - Joel de Goma, Steven Kyle Macaisa, Andie Paul Nario, Maria Angela Nicolas:
Facemasks Detection With Different Orientation Using Deep Learning Algorithms. 84-89 - I Gusti Agung Gede Arya Kadyanan, Nyoman Gunantara, Ida Bagus Gede Manuaba, Komang Oka Saputra, Wayan Firdaus Mahmudy:
Classification of Ornament or Pepatran in Balinese Traditional Architecture Pattern Using Learning Vector Quantization Algorithm. 90-96 - Rosemarie V. Pellegrino, Joshua Martin L. Escio, Jemuel Dane K. Martinez:
Comparison Between L*A*B and HSV Image Segmentation with CNN in detecting fish freshness. 97-102 - Vania Amadea, Ema Rachmawati, Edward Ferdian, Muhammad Naufal Syawali Akbar:
Defect Detection in Arabica Green Coffee Beans Based on Grade Quality. 103-110 - John Paul Quilingking Tomas, Adam Lee B. Buenaventura, Jester D. Cruzate, Ghasutt Joshua R. Patarata, Izak Kyle E. Villanueva:
Revolutionizing Signage Analysis: Leveraging YOLOv7 Object Detection for Comprehensive Classification and Assessment of Diverse Signage Types. 111-116 - Mehdi Mekni, Devyn Souza, Matthew Smith, Joshua Shaw, Jake Intravaia, Nicolas Bennett:
Smart Detection for Heart Health. 117-122 - John Paul Quilingking Tomas, Angela Gabrielle Carbonell, Carl Patrick Adrian Aguas, Karelle Mizzy Bersabal:
Comparative Analysis of YOLOv7 for Improved Object Detection of Road Markings in Low-Light Conditions: Leveraging CLAHE for Low-Light Image Enhancement. 123-128
Session 4: Medical Image Processing and Disease Classification
- Randy Echavez Angelia, John Louie B. Torres, Cristelle Ann G. Cagadas, Annalee Manigo:
Convolutional Neural Network Classification of Coleoptera through Keras and TensorFlow. 129-135 - Muhammad Ali Raza, Asad Masood Khattak, Wasim Abbas, Muhammad Zubair Asghar:
Efficient Diagnoses of Breast Cancer Disease Using Deep Learning Technique. 136-143 - Liheng Wang, Guangxu Li, Zhanglin Liu, Yue Huang, Boya Shi, Tohru Kamiya:
Optimization of Corneal Parameters in Refractive Surgery. 144-148 - Shaidah Jusoh, Hejab M. Alfawareh, Rabiah Abdul Kadir, Hassan Hosseinzadeh:
HelpBot: A Web-Based Chatbot to Handle Depression Among Adolescents. 149-154 - Wayan Widhiada, Tjokorda Gde Tirta Nindhia, Made Adi Guna Dharma, I Dewa Gede Agung Eka Putra, Divyananda Japara, Kadek Yuma Kusuma Dewi, Anak Agung Gede Cahya Wedanta, I Komang Arimbawa:
Development of Muscle Strength Scale Monitoring System for Stroke Patients Using Sensor AD8619-Based Surface Electromyography. 155-168 - Trung Chi Nguyen, Thong Dinh Nguyen, Sang Thi Thanh Nguyen:
Improving Multi-task Learning For Breast Cancer Detection. 169-173 - Anupam Agrawal, Himanshu Mishra:
Enhancing Depression Detection in Clinical Interviews: Integration of fused BERT-BiLSTM Model and XGBoost. 174-179 - Harsha V, Chandan P. R, Niharika C, Ankit Siddesh Loni, Purushotham U:
Leukaemia Detection and Classification of its Sub-types using Machine Learning. 180-183 - Septia Khairunnisa, Indah Soesanti, Dyah Listyarifah:
Screening of Finger Pulse Oximeter Pre-calibration Function Test with Response Time Analysis using Machine Learning Model. 184-190
Session 5: Visualization Based Software Analysis and Information System
- Benedict R. Cagampan, Ivan Zacharia L. Delfin, Joey Bernard D. Tolentino, Mary Jane C. Samonte, Alberto C. Villaluz:
A Literature Analysis on the Development of an Augmented Reality Application for Firefighting Training Seminars and Workshop. 191-195 - Lasal Jayawardena, Prasan Yapa:
Improving Quality and Domain-Relevancy of Paraphrase Generation with Graph-Based Retrieval Augmented Generation. 196-208 - Grace Lorraine Intal, Charlene Grazielle Lara, Drizzle Joy Caberto, Danielle Franchesca L. Mancilla:
A Study on the Assessment of the proposed DecoDream AR application using SWOT Analysis and the Six Thinking Hats. 209-215 - Mehdi Mekni, Charles Barone:
Instant User Insight: Dynamic Activity Profiling. 216-221 - Grace Lorraine Intal, Ebora Jan Russel, Gabon Kim Carlo, Garin David Ezekiel:
UX Design of Student Goal Tracking Mobile Application. 222-227 - Shuai Dong, Makoto Muramoto, Weiwei Du:
A Custom Robotic Arm Simulation Using RoboDK for Plastering Work. 228-232 - David Anton C. Alvarez, Charles Ian S. Monteloyola, Mary Jane C. Samonte, Alberto C. Villaluz:
A Literature Analysis on the Development of a Filipino-Based Augmentative and Alternative Communication Mobile Application. 233-241
Session 6: Image Analysis and Processing Based on AI
- Rui Hu, Shufan Chen, Jinxu Tao:
An Attention-Based, Dual-Domain Adaptive Convolutional Neural Network for Fast MRI Reconstruction. 242-249 - Pengdi Hu, Yanbei Liu, Yi Li, Fang Zhang, Jun Wu, Lei Geng, Zhitao Xiao:
Inter-Slice Attention Transformer for Predicting Risk Level of Gastrointestinal Stromal Tumors. 250-259 - Xijun Wang, Adam Szymanski, Yuki Hamada, Aggelos K. Katsaggelos:
Avian Activity Classification Using Recurrent Networks to Fuse Videos with Metadata on Imbalanced Datasets. 260-265 - Jiaming Wei, Na Qi, Qianqian Zhao:
Model-Guided Self-Supervised 3D Mesh Reconstruction from Single Image. 266-271 - Ramesh Chandra Poonia, Kamal Upreti, Prabu P, K. Rajendra Prasad:
Finding Real-Time Crime Detections During Video Surveillance by Live CCTV Streaming Using the Deep Learning Models. 272-277 - Xiyue Tan, Dan Wang, Jiaming Chen:
A Complementary Feature Fusion Network for Multi-modal Motor Imagery classification. 278-282 - Changwei Li, Zhijia Zhang, Yingkang Zhang:
Measurement Method for External Thread Parameters Based on Machine Vision. 283-288 - Zhixi Wu, Baichen Liu, Shunzhi Zhu:
Siamese Visual Tracking with Feature Enhancement Fusion. 289-294 - Yu Liang, Yuhong Yuan, Mingbo Yang, Dongxu Duan, Kai Zhang:
HFN-SLAM: Hybrid Scene Neural Representation SLAM Based on Frame Alignment and Normal Consistency. 295-300
Session 7: Next Generation Artificial Intelligence and Applications
- Utkarsh Bagaria, Vijit Kumar, Tanvi Rajesh, Vibhav Deepak, Shylaja S. S:
Disrupting Deepfakes: A Survey on Adversarial Perturbation Techniques and Prevention Strategies. 301-306 - Jiaoyun Yang, Dongyan Ji, Long Mei, Min Hu:
Research on Entity Representation Bias Adjustment in Causal Relationship Extraction. 307-312 - Tanu Gupta, Sudip Roy:
Applications of Artificial Intelligence in Disaster Management. 313-318 - Mary Jane C. Samonte, Drew Antoni Villasor, Ken Francisco Sudo, Renilda S. Layno:
Analyzing Artificial Intelligence as Business Strategy in Fighting Fraud in the FinTech Industry. 319-324 - Ossmane Krini, Aymen Ouertani:
Investigation of the Degradable Safety architecture in the AI environment. 325-330 - Rabiah Abdul Kadir, Mary Ting, Hejab M. Alfawareh:
Improvement of Morphological Analysis based on Three Layers of Lemmatization. 331-338 - Carlo Antonio Batac, Marc Jethro Baroja, Don John Daniel Caballero, Louis Gabriel Coloma, Lind Matthew Tan, Ryan A. Ebardo:
Do Human Beliefs and Traits Influence the Adoption of ChatGPT among Programming Students? 339-344 - Xinghui Jing, Yihan Xie, Jiaming Huang, Long Zeng, Tao Zhang:
SP-NCE: Social-Aware Predictive Robot Navigation Based Contrastive Learning. 345-350 - Zihan Zhao:
Methane Emission Prediction in the Petrochemical Industry: A Machine Learning Approach with Focus on Oilfield Methane Forecasting. 351-355
Session 8: Information Network and Security
- Khalilullah Al Faath, Suyanto Suyanto:
Komodo Mlipir Algorithm for Optimizing Hyperparameters of a Convolutional Neural Network. 356-364 - Eric Blancaflor, Drizzle Joy Caberto, Charlene Grazielle Lara, Danielle Franchesca L. Mancilla:
Guarding Against Phone Scammers: An Examination of Gaining Access to Phone Contacts through Smishing Social Engineering Exploits. 365-372 - Eric Blancaflor, Catherine Dianne Unciano, Erwin Mark Arcigal, Ian Jerome Contreras, Mideth B. Abisado:
Towards the Increasing Usage of IPv6 & Its Implication: A Literature Review. 373-378 - Bin Lan, Shunzheng Yu:
Detecting Cyber Attacks in Industrial Control Systems Using Duration-aware Representation Learning. 379-386 - Abdullah Aljumah, Tariq Ahamed Ahanger:
Intrusion Detection System Focused on Deep Learning for Mobile IoT Networks. 387-392
Session 9: Modern Information Theory and Technology
- Jesús Bobadilla, Abraham Gutiérrez, Santiago Alonso:
A Non-centralized Federated Learning Architecture to Obtain Accurate Privacy Preserving Results. 393-398 - Yogitha H. K., Sinchana K., Shristi Biyani, Sunita M. S:
Optimization of Analog Circuit Placement: A Graph Neural Network Approach. 399-403 - Genrawan Hoendarto, Ahmad Saikhu, Raden Venantius Hari Ginardi:
Daily Power Consumption Plan Derivation via the Monte Carlo-Based Regression Tree Algorithm. 404-408 - Aisha Edna Alicia Sanyoto, Mochamad Chandra Saputra, Ismiarta Aknuranda:
Analyzing The Impact of UML, BPMN, and ArchiMate Integration from User Perspective. 409-414 - Putu Diana Wulandari, Cokorda Pramartha, I Made Bakta, Ni Made Swasti Wulanyani:
Utilizing Technology to Detect Bullying in The Workplace: A Systematic Review. 415-418 - Joel de Goma, Rosselle Mae Mercado, Timothy Jacob Saporna, Sean Paolo Vallo:
Sentiment Analysis of Tweets Towards Vaccines via Bidirectional Encoder Representations from Transformers (BERT). 419-424 - Yang Zhang, Jiacheng Li:
An Improved Harmony Search Algorithm for the VRPTW. 425-430 - Hao Wang:
Zeroshot Listwise Learning to Rank Algorithm for Recommendation. 431-433 - Che Guan, Mengyu Huang, Peng Zhang:
MFORT-QA: Multi-hop Few-shot Open Rich Table Question Answering. 434-442
Session 10: Algorithms and Control Models in Intelligent Systems
- Yushun Ding, Pan He, Yongting Zhao, Xiaoyong Sun:
An Enhanced Health Index Construction Method Based on Noise Reduction. 443-450 - Shijie Chen, Shunan Yu:
Integrated Optimization of Regional Signal Control and Traffic Assignment. 451-455 - HongYuan Tan, Pan He, Xiaoyong Sun, Yongting Zhao:
A Clustering-based Multi-Task Learning Method using Graph Attention Network for Short-term Traffic Forecasting. 456-463 - Jiaoyun Yang, Chunlei Ren, Yi Tao, Yue Yin, Lian Li:
Unearthing Extreme Causal Effects via Meta-Learner. 464-469 - Rui Li, Hua Xu, Yifan Gu, Jingfeng Yang:
Memory-based adaptive MOEAD algorithm for multi-objective green fuzzy flexible job shop scheduling problem. 470-477
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