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ORCID9th ICCTA 2023: Vienna, Austria
- Proceedings of the 9th International Conference on Computer Technology Applications, ICCTA 2023, Vienna, Austria, May 10-12, 2023. ACM 2023, ISBN 978-1-4503-9957-9
Session 1 - Machine Learning and Algorithms
- Shuhei Aoyama
, Takuma Miwa, Takanobu Otsuka:
Seawater Temperature Prediction that Adapts to Changes in Water Depth. 1-11 - Claudia Brandstatter, Martin Tschandl, Christian Mitterback:
A Generic Process Model for the Introduction of Robotic Process Automation in Financial Accounting. 12-18 - Rodrigo M. Jesus, Miguel A. Brito, Duarte N. Duarte:
Machine Learning on Insurance Premium Prediction. 19-24 - Sanzida Akter, Aanan Ehsan Siam, K. M. Mahfuzul Monir, Md. Humaion Kabir Mehedi, Annajiat Alim Rasel:
Bengali Movie Recommendation System using K Nearest Neighbor and Cosine Similarity. 25-29
Session 2 - Data Calculation and Analysis Methods
- Wipawee Nayam, Yachai Limpiyakorn:
XGBoost for Classifying Ethereum Short-term Return Based on Technical Factor. 30-36 - Iain Nicholas Smith, Dominic Dobosz, Mohamad El-Hajj:
Analyzing Patterns of Car Speeding in an Urban Environment using Multivariate Functional Data Clustering. 37-43 - Sakchai Tangprasert, Chaluampol Chainarong, Nalinpat Bhumpenpein, Siranee Nuchitprasitchai, Yuenyong Nilsiam:
Forecasting the Spread of COVID-19 in Asia: A Clustering and Seasonal Analysis. 44-49 - Johannes Dirnberger, Bernadette Loidl, Uwe Brunner:
Fundamental Framework for Task Mining Technology Adoption: Results from a Qualitative Empirical Study. 50-59
Session 3 - Intelligent Image Analysis and Information Visualization
- Kh. Fardin Zubair Nafis, Syeda Maisha Tarannum, Krity Haque Charu, Md. Humaion Kabir Mehedi, Annajiat Alim Rasel:
Comparative Analysis of Federated Learning and Centralized Approach for Detecting Different Lung Diseases. 60-66 - Dibyanarayan Hazra, Suneet Kumar Gupta, Umesh Gupta, Mohit Agarwal:
Generalized framework using Federated Learning for tomato disease classification over unbalanced dataset. 67-71 - Raima Islam, Mashequr Rahman Khan, Md Zunayedul Islam, Md. Mustakin Alam, Md Sabbir Hossain, Md. Humaion Kabir Mehedi, Annajiat Alim Rasel:
Optimization of Deep CNN-based Bangla Sign Language Recognition using XGBoost classifier. 72-77 - Md Jahid Hasan, Abidur Rahman Sagor, Mahmudul Islam, Md Mahamudul Amin, Rubayed Mehedi, Mahady Hasan:
A Car Security System Based on Alerting Driver Drowsiness and Monitoring the State of the Vehicle. 78-85 - Sheikh Ayatur Rahman, Albert Boateng, Sabiha Tahseen, Sabbir Hossain, Annajiat Alim Rasel:
Visual Question Answering in Bangla to assist individuals with visual impairments extract information about objects and their spatial relationships in images. 86-90 - Qurban A. Memon, Bethel Wodajo, Aryam Alshamsi, Shaikha Alshamsi, Amna Alshebli, Noura Alderei:
Experimental Analysis of Robust Forest Fire Detection for Sustainability. 91-96 - Abrar Al Sayem, Asiful Islam Chowdhury, Shahriar Hossain Shojol, Md. Humaion Kabir Mehedi, Annajiat Alim Rasel:
Implementing the Tesseract Method for Information Extraction from Images. 97-101 - Prachya Boonsri, Yachai Limpiyakorn:
Object Detection Model for Gender Screening of Cannabis Seeds. 102-108 - Md. Humaion Kabir Mehedi, Irfana Arafin, Khan Md. Hasib, Farhin Rahman, Md. Mustakin Alam, Rufaida Tasin, Annajiat Alim Rasel:
Early Autism Disorder Detection Through Visualizing Eye-Tracking Patterns Using Compact Convolutional Transformers. 109-114 - Mahmood Alzubaidi, Mowafa S. Househ:
Automated Conversion of Ultrasound Pixel Dimensions to Millimeters using Deep Learning Models. 115-121
Session 4 - Design and Development of Intelligent Information Service Platform
- Thanadon Praphutikul, Yachai Limpiyakorn:
XGBoost for Smart Portfolio Management Based on Multi Factor Stock Selection. 122-127 - Dominic Welsh, Sergi Batalla Martinez:
Framework for usage potential for Digital Procurement in the Construction Industry: Digital Procurement in Construction ProjectsPotential for more transparent and effective procurement of maintenance and installation services in the construction industry. 128-136 - Sanzida Akter, Mostafa Nayeem Omar, Aanan Ehsan Siam, Fariha Rahman, Sadib Tanjib Jishan, Moh. Absar Rahman, Md. Khalilur Rahman:
A System to Prevent Social Violence using Convolutional Neural Network. 137-142 - Nur Zahrati Janah, Adhistya Erna Permanasari, Noor Akhmad Setiawan:
Phase Lag Index of Visual-Memory Processing EEG for Computer-Aided AUD Diagnosis. 143-150 - Fatih Rabia, Sara Arezki, Taoufiq Gadi:
Review on blockchain-based e-voting systems. 151-156 - Ikram Asghar, Rahmat Ullah, Mark Graham Griffiths, William Warren, Luke Dando, John Davies:
A User-Centered System Usability Evaluation of a Virtual Reality Application Developed for Solar Farm Training. 157-165 - Nampetch Rodprasert, Unchalisa Taetragool, Khajonpong Akkarajitsakul:
Online/offline Course and Multiple Lecturers Scheduling Using Meta-Heuristic Approaches. 166-171
Session 5 - Software Development and Network Security
- Eric Blancaflor, Mariah Anne Romero, Irish Nacu, Denver Ryan Golosinda:
A Case Study on Smishing: An Assessment of Threats against Mobile Devices. 172-178 - Rui P. Esteves, Miguel A. Brito:
Agnostic Performance Testing Framework. 179-183 - Saeed Akbar, Rahmat Ullah, Rizwan Khan, Ikram Asghar, Muhammad Zubair, Zhonglong Zheng:
A Multi-Criteria Decision-Making Framework for Software Project Management Tool Selection. 184-191 - Lennon Chaves, Renata Castro, Flávia Oliveira, Leonardo Tiago:
Improvements of the Software Quality Assurance Process Towards Issues' Effectiveness in a Global Software Development Environment. 192-200 - Eric Blancaflor, Aldrin Patrick Ong, Aaron Luis Emmanuel Navarro, Ken Francisco Sudo, Drew Antoni Villasor:
Exploring the Attacks, Impacts, and Mitigations in a Real-Time Streaming Protocol Service of IP Cameras. 201-205
Session 6 - System Model and Information Management in Manufacturing Information Systems
- Raphaele Raab, Mathias Pützl, Wolfgang Granigg:
Contributions to health and safety management through agent-based modeling using the example of evacuation models. 206-213 - Max Simon Teubl, Vitaliy Mezhuyev, Martin Tschandl:
Development of an ML model for the classification of surface quality in a milling process. 214-219 - Rosliza Abdul Hamid, Irwan Mahazir Ismail, Wan Ahmad Jaafar-Wan Yahaya:
Critical success factors of augmented reality technology adoption in technical skill training for manufacturing. 220-225 - Katharina Maria Lackner, Florian Hilger, Barbara Mayer:
Pay-per-Use in Manufacturing: An IIoT-based Concept. 226-232 - Sebastian Thaller, Sergi Batalla Martinez:
Process-Mining Potentials Alongside the Product Development Process in the Auto-motive Supplier Industry. 233-240
Session 7 - Natural Language Processing and Emotional Analysis
- Demet Ozturk, Sena Aydogan, Ibrahim Kok, Isik Akin-Bulbul, Selda Ozdemir, Suat Ozdemir, Diyar Akay:
Linguistic Comparison of Children with and without ASD through Eye-Tracking Data. 241-246 - Yu Sheng Zhou:
Fusion Local and Global Aspect-based Sentiment Analysis. 247-251 - Tin N. Vo, Long H. B. Nguyen, Dien Dinh:
Improving Transliteration from Nôm Scripts into Vietnamese National Scripts using Class-based Language Model. 252-257 - Khaled Omar, Mohamad Al-Shaar:
Method for Arabic text Summarization using statistical features and word2vector approach. 258-262
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