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13th 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
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
CapStyleBERT: Incorporating Capitalization and Style Information into BERT for Enhanced resumes parsing. 1-0
Machine Learning Based Computational Models and Intelligent Algorithms
- Mikolaj Plachta
Comparison of computational complexity of neural network models for detection of steganographic algorithms. 7-11 - Alphonse Munezero
Machine Learning and Internet of Things Based Real Time NPK Fertilizer Prediction for Cassava Crop in Rwanda. 12-17 - Soumya S
Deployment of Random Forest Algorithm for prediction of ammonia in river water. 18-23 - Akriti Agrawal
Multi-Objective Combined Economic Emission Dispatch using Modified Firefly Algorithm: A Case Study of India. 24-30 - Tengfei Shao
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
Exploring User Perspectives: Empowering Self-Management Strategies through Semi-Structured Interviews in the Context of Mobile App-Based Approaches. 38-44 - Akihiko Yokoyama
Switching Mechanism for Update Timing of Time-Varying Values in an FRP Language for Small-Scale Embedded Systems. 45-54 - Oguzcan Özdemir
Evaluating Microservices Maintainability: A Classification System Using Code Metrics and ISO/IEC 250xy Standards. 55-61 - Maryam Habba
Using an SBP2CD tool to derive a UML class diagram from a set of BPMN models. 62-69 - Sho Ooi
Development Reflection Application for Backward Roll Motion based on Pose Recognition. 70-74 - Erna Hikmawati
Improve the Quality of Recommender Systems based on Collaborative Filtering with Missing Data Imputation. 75-80 - Elif Güsta Özer
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
Enhancing Software Fault Detection with Deep Reinforcement Learning: A Q-Learning Approach. 97-101 - Marco Schröder
Validating CESU-8 Encoded Text Utilising SIMD Instructions. 102-111
Data Driven Information Security and Management
- Kirill Zakharov
Time-dependent differential privacy for enhanced data protection in synthetic transaction generation. 112-117 - Jean Gane Sarr
Electrical Big Data's Stream summaries: analysis and prediction of demand peaks. 118-123 - Si Shi
SparseGraphSage: A Graph Neural Network Approach for Corporate Credit Rating. 124-129 - Nurul Hidayah Rahim
Gaze Point Estimation for Four-Person-Table-Meeting Using Omnidirectional Camera. 130-136 - Patrick Steinert
Integration of Metaverse Recordings in Multimedia Information Retrieval. 137-145 - Mana Nakai
Evaluation of Tourism Website User Experience Based on Psychophysiological Measures. 146-151
Digital Image Analysis and Processing
- Jesus M. Lindo
Optimizing Detection and Recognition of Uneaten Fish Food Pellet Using Computer Vision Technique. 152-158 - Manu Vardhan
Enhancing Plant Pathology with CNNs: A Hierarchical Approach for Accurate Disease Identification. 159-164 - Yu-Huei Cheng
Research on High-Fidelity License Plates Generated Using Generative Adversarial Network (GAN) Technology for Vehicle Recognition Systems. 165-171 - Dayakshini Sathish
Volumetric Analysis of Choroid Plexus for the Early Detection of Alzheimer's Disease. 172-177 - Yuto Kanda
Adversarial Example Detection Using Robustness against Multi-Step Gaussian Noise. 178-184 - Sonal Patreena D'Almeida
Preprocessing Techniques for Rectal Cancer Diagnosis using MR Images. 185-191 - Mohd Zulfaezal Che Azemin
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
Utilizing Band-Channel Fusion Mechanism as a Regulator for Feedback Attention in EEG based Sentiment Classification. 204-208 - Takumi Yoshida
Text Generation with Personalization Features for Information Presentation in Decision Support. 209-215 - Vince Louies A. Alcantara
Machine Learning Model for Baybayin (Alibata) To Tagalog Group of Words Level Transliteration. 216-223 - Gurudatta Verma
Adaptive feature selection using Label Uncertainty Reduction for multi-label classification. 224-230 - Chaoyang Li
A Topic Enhance Match Net for Financial Complaint Cases Retrieval. 231-236 - Yunfei He
Robust Contrastive Learning: PSSI - Image Entropy Positive Samples with Semantic Invariance. 237-241 - Chuk Fong Ho
Leveraging Machine Translation to Enhance Sentiment Analysis on Multilingual Text. 242-248 - Chenwei Yan
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
IoT Applications in Kigali Car Parking Spaces Management for Traffic Congestion Mitigation. 261-267 - Tuyen Phong Truong
Design of a Blockchain-based IoT Data Storage and Sharing System. 268-274 - Fabien Bulonza Baseme
Real time Alert AI and IoT based accident prevention and detection. 275-286 - Aulia Arif Wardana
Collaborative Botnet Detection in Heterogeneous Devices of Internet of Things using Federated Deep Learning. 287-291 - Philbert Ndorimana
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
Towards a Formal Modeling Approach for Cyber-Physical Systems Requirements. 298-309
Simulation Models and Environmental Monitoring in Complex Intelligent Systems
- Florian Merkle
Reinforcement learning in autonomous multi-vehicle systems: A structured review. 310-317 - Peda Gopi Arepalli
Aquaculture Water Quality Classification with Sparse Attention Transformers: Leveraging Water and Environmental Parameters. 318-325 - Anoop Arya
Two-Way Linked List Based Modified Load Flow Method for Radial Distribution System. 326-332 - Kenji Hisazumi
Context-Oriented Programming in Traffic Flow Simulation: Advancing Smart Mobility System Development. 333-338 - Chandrashekar Jatoth
Price Optimization in Smart Grids through Blockchain in Cloud Computing based on Collocation Game Theory. 339-344 - Kishore Kannan
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
Review of Clock Synchronization in Quantum Communications. 350-356 - Akram Adnane
CubeSat Attitude Stabilization Via Dual-Loop Control Structure Under Unknown Environmental Disturbances. 357-362 - Boualem Nasri, El-Habib Bensikaddour, Saïah Bekkar-Djelloul-Saïah
Development of a Clock Distribution Module Using Low Cost Components for Ground Stations Operating LEO Algerian Satellites. 363-367 - Hoa Nguyen Thanh Doan
Optimizing Edge Device Routing in Edge Computing: Harnessing the Synergy of Distributed Processing and Correlation Analysis. 368-372 - Nilesh Kumar Verma
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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