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ORCID13th ICSCA 2024: Bali Island, Indonesia
- Proceedings of the 13th International Conference on Software and Computer Applications, ICSCA 2024, Bali Island, Indonesia, February 1-3, 2024. ACM 2024
Machine Learning Based Computational Models and Intelligent Algorithms
- Ashish Kumar Dewangan
, Guhan Seshadri N. P, Bikesh Kumar Singh, Geethanjali Balasubramaniam, Mahesh Veezhinathan:
Determining Dominant EEG Channels for Classification of LD and Non-LD Children using Machine Learning Approach. 1-6
Text Detection and Sentiment Analysis
- Maiia Y. Bocharova, Eugene V. Malakhov:
CapStyleBERT: Incorporating Capitalization and Style Information into BERT for Enhanced resumes parsing. 1-0
Machine Learning Based Computational Models and Intelligent Algorithms
- Mikolaj Plachta, Artur Janicki:
Comparison of computational complexity of neural network models for detection of steganographic algorithms. 7-11 - Alphonse Munezero, Alfred Uwitonze, Jayavel Kayalvizhi, Claudien Maniriho, Janvier Niyitegeka, Philbert Ndorimana:
Machine Learning and Internet of Things Based Real Time NPK Fertilizer Prediction for Cassava Crop in Rwanda. 12-17 - Soumya S, Nilufer Tamatgar, Ravilla Dilli, Kanthi M:
Deployment of Random Forest Algorithm for prediction of ammonia in river water. 18-23 - Akriti Agrawal, Priyanka Paliwal, Anoop Arya, Tripta Thakur, Naureen Siddiqui:
Multi-Objective Combined Economic Emission Dispatch using Modified Firefly Algorithm: A Case Study of India. 24-30 - Tengfei Shao, Yuya Ieiri, Reiko Hishiyama:
Unveiling Market Trends in Pre-Owned Luxury Goods: An Approach Using Network Motifs for ROI Analysis. 31-37
Software Analysis and Application Program Design
- Alhuseen Omar Alsayed, Nor Azman Ismail, Layla Hasan:
Exploring User Perspectives: Empowering Self-Management Strategies through Semi-Structured Interviews in the Context of Mobile App-Based Approaches. 38-44 - Akihiko Yokoyama, Sosuke Moriguchi, Takuo Watanabe:
Switching Mechanism for Update Timing of Time-Varying Values in an FRP Language for Small-Scale Embedded Systems. 45-54 - Oguzcan Özdemir, Feza Buzluca:
Evaluating Microservices Maintainability: A Classification System Using Code Metrics and ISO/IEC 250xy Standards. 55-61 - Maryam Habba, Samia Benabdellah Chaouni:
Using an SBP2CD tool to derive a UML class diagram from a set of BPMN models. 62-69 - Sho Ooi, Horike Mahiro, Takeshi Goto:
Development Reflection Application for Backward Roll Motion based on Pose Recognition. 70-74 - Erna Hikmawati, Heru Nugroho, Kridanto Surendro:
Improve the Quality of Recommender Systems based on Collaborative Filtering with Missing Data Imputation. 75-80 - Elif Güsta Özer, Feza Buzluca:
Test Case Prioritization For Embedded Software. 81-89 - Hyung-Woo Lee:
Malware Attack Indicators of Compromise Generation and Sharing Mechanism for Cyber Threat Intelligence. 90-96 - Mohammed Akour, Mamdouh Alenezi, Osama Al Qasem:
Enhancing Software Fault Detection with Deep Reinforcement Learning: A Q-Learning Approach. 97-101 - Marco Schröder, Stefan Machmeier, Suyeon Maeng, Vincent Heuveline:
Validating CESU-8 Encoded Text Utilising SIMD Instructions. 102-111
Data Driven Information Security and Management
- Kirill Zakharov, Elizaveta Stavinova:
Time-dependent differential privacy for enhanced data protection in synthetic transaction generation. 112-117 - Jean Gane Sarr, Aliou Boly, Ndiouma Bame:
Electrical Big Data's Stream summaries: analysis and prediction of demand peaks. 118-123 - Si Shi, Wuman Luo, Rita Tse, Giovanni Pau:
SparseGraphSage: A Graph Neural Network Approach for Corporate Credit Rating. 124-129 - Nurul Hidayah Rahim, Ryusuke Nakayama, Takeshi Kamio, Toshiharu Kosaku, Shigang Li:
Gaze Point Estimation for Four-Person-Table-Meeting Using Omnidirectional Camera. 130-136 - Patrick Steinert, Stefan Wagenpfeil, Ingo Frommholz, Matthias L. Hemmje:
Integration of Metaverse Recordings in Multimedia Information Retrieval. 137-145 - Mana Nakai, Shinji Miyake, Daiji Kobayashi:
Evaluation of Tourism Website User Experience Based on Psychophysiological Measures. 146-151
Digital Image Analysis and Processing
- Jesus M. Lindo, Arnel C. Fajardo, Cherry R. Gumiran, Joel M. Gumiran:
Optimizing Detection and Recognition of Uneaten Fish Food Pellet Using Computer Vision Technique. 152-158 - Manu Vardhan, Shubham Sharma:
Enhancing Plant Pathology with CNNs: A Hierarchical Approach for Accurate Disease Identification. 159-164 - Yu-Huei Cheng, Po-Yun Chen:
Research on High-Fidelity License Plates Generated Using Generative Adversarial Network (GAN) Technology for Vehicle Recognition Systems. 165-171 - Dayakshini Sathish, Sathish Kabekody:
Volumetric Analysis of Choroid Plexus for the Early Detection of Alzheimer's Disease. 172-177 - Yuto Kanda, Kenji Hatano:
Adversarial Example Detection Using Robustness against Multi-Step Gaussian Noise. 178-184 - Sonal Patreena D'Almeida, Surekha Kamath, K. V. Rajagopal, K. N. Manjunath:
Preprocessing Techniques for Rectal Cancer Diagnosis using MR Images. 185-191 - Mohd Zulfaezal Che Azemin, Mohd Izzuddin Bin Mohd Tamrin, Mohd Radzi Hilmi, Khairidzan Mohd Kamal:
Assessing the Efficacy of StyleGAN 3 in Generating Realistic Medical Images with Limited Data Availability. 192-197 - Yang Li, Shaoying Liu, Lisen Guo:
Testing the Security of Deep Learning Systems Based on Chest X-ray Images. 198-203
Text Detection and Sentiment Analysis
- Haoran Luo, Tengfei Shao, Shenglei Li, Reiko Hishiyama:
Utilizing Band-Channel Fusion Mechanism as a Regulator for Feedback Attention in EEG based Sentiment Classification. 204-208 - Takumi Yoshida, Soichiro Yokoyama, Tomohisa Yamashita, Hidenori Kawamura:
Text Generation with Personalization Features for Information Presentation in Decision Support. 209-215 - Vince Louies A. Alcantara, Hannah Michaela P. Dionida, Meo Vincent C. Caya:
Machine Learning Model for Baybayin (Alibata) To Tagalog Group of Words Level Transliteration. 216-223 - Gurudatta Verma, Tirath Prasad Sahu:
Adaptive feature selection using Label Uncertainty Reduction for multi-label classification. 224-230 - Chaoyang Li, Jian Jin, Xiangling Fu, Ning Li:
A Topic Enhance Match Net for Financial Complaint Cases Retrieval. 231-236 - Yunfei He, Xiuxia Tian:
Robust Contrastive Learning: PSSI - Image Entropy Positive Samples with Semantic Invariance. 237-241 - Chuk Fong Ho, Kae Lun Chean, Tong Ming Lim:
Leveraging Machine Translation to Enhance Sentiment Analysis on Multilingual Text. 242-248 - Chenwei Yan, Yuxuan Xiong, Xiangling Fu:
FRFTLR: Layout Analysis for Medical Laboratory Sheet based on Regional Features and Table Lines. 255-260
Key Technologies and Applications in the IoTs and Wireless Sensor Networks
- Jururyishya Gasana Bisetsa, Zephanie Bizimana, Ritha Marie Umutoni, Frederic Nzanywayingoma, Mathias Nduwingoma:
IoT Applications in Kigali Car Parking Spaces Management for Traffic Congestion Mitigation. 261-267 - Tuyen Phong Truong, Khai Quang Tran, Dang Hai Diep, Van-Muot Nguyen:
Design of a Blockchain-based IoT Data Storage and Sharing System. 268-274 - Fabien Bulonza Baseme, Damien Hanyurwimfura, Celestin Twizere:
Real time Alert AI and IoT based accident prevention and detection. 275-286 - Aulia Arif Wardana, Parman Sukarno, Muhammad Salman:
Collaborative Botnet Detection in Heterogeneous Devices of Internet of Things using Federated Deep Learning. 287-291 - Philbert Ndorimana, Didacienne Mukanyirigira, Emmanuel Tuyishimire, Alphonse Munezero:
Improving Voronoi scoping with Ant Colony Optimization Algorithm for efficient energy consumption in Multi-hop Wireless Sensor Network of Tin Mining. 292-297 - Riad Helal, Akram Seghiri, Faiza Belala, Nabil Hameurlain:
Towards a Formal Modeling Approach for Cyber-Physical Systems Requirements. 298-309
Simulation Models and Environmental Monitoring in Complex Intelligent Systems
- Florian Merkle, Gregor Blossey, Stefan Haeussler, Manuel Schneckenreither:
Reinforcement learning in autonomous multi-vehicle systems: A structured review. 310-317 - Peda Gopi Arepalli, K. Jairam Naik, Jitendra Kumar Rout:
Aquaculture Water Quality Classification with Sparse Attention Transformers: Leveraging Water and Environmental Parameters. 318-325 - Anoop Arya, Shweta Mehroliya, Yogendra Kumar, Manoj Arya, Priyanka Paliwal:
Two-Way Linked List Based Modified Load Flow Method for Radial Distribution System. 326-332 - Kenji Hisazumi, Hiromasa Inoki:
Context-Oriented Programming in Traffic Flow Simulation: Advancing Smart Mobility System Development. 333-338 - Chandrashekar Jatoth, Sourabh Patil:
Price Optimization in Smart Grids through Blockchain in Cloud Computing based on Collocation Game Theory. 339-344 - Kishore Kannan, Anjan N. Padmasali, Savitha G. Kini:
A Computer Simulation based Design and Control Solution for a Smart Current Controlled Flyback Converter for LED Lighting Applications. 345-349
Architecture Design and Performance Analysis in Communication and Signal Systems
- Nur Shahirah Binti Azahari, Nur Ziadah Harun, Chuah Chai Wen, Sofia Najwa Ramli, Zuriati Ahmad Zukarnain:
Review of Clock Synchronization in Quantum Communications. 350-356 - Akram Adnane, Elhassen Benfriha, Rima Roubache, Boualem Nasri:
CubeSat Attitude Stabilization Via Dual-Loop Control Structure Under Unknown Environmental Disturbances. 357-362 - Boualem Nasri, El-Habib Bensikaddour, Saïah Bekkar-Djelloul-Saïah, Djamel Eddine Baba Hamed, Ghoul Abdelhamid, Djamel Eddine Maamar:
Development of a Clock Distribution Module Using Low Cost Components for Ground Stations Operating LEO Algerian Satellites. 363-367 - Hoa Nguyen Thanh Doan, Phu Ngoc Thien Nguyen, Bang Cong Bui, Nghia Duc Phan:
Optimizing Edge Device Routing in Edge Computing: Harnessing the Synergy of Distributed Processing and Correlation Analysis. 368-372 - Nilesh Kumar Verma, Jairam Naik Khetavath:
Exploring The Trade-off between Efficient Service Placement Time and Optimized Fog Colonies Utilizing Advanced Genetic Algorithm with Diverse Network Topologies. 373-378 - Bore Gowda S. B:
Uneven clustering: An approach to maximize the lifetime of sensor nodes. 379-384
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