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ORCIDDaSET 2023: Virtual Event
- Yap Bee Wah, Dhiya Al-Jumeily Obe
, Michael W. Berry:
Data Science and Emerging Technologies - Proceedings of DaSET 2023, Virtual Event, December 4-5, 2023. Lecture Notes on Data Engineering and Communications Technologies 191, Springer 2024, ISBN 978-981-97-0292-3
Artificial Intelligence
- Liu Jun Yoon, Xuan Yi Tan, Khai Yin Lim, Chi Wee Tan, Ling Ern Cheng, Jenny Tan:
A Comparative Study of Lemmatization Approaches for Rojak Language. 3-16 - Nur Hayatin, Suraya Alias, Po-Hung Lai, Yuliana Setiowati:
Multi-aspect Extraction in Indonesian Reviews Through Multi-label Classification Using Pre-trained BERT Models. 17-31 - Ambar Saxena, Nailya Sultanova, Jamila Mustafina, Noor Lees Ismail:
Artificial Intelligence (AI) Empowered Sign Language Recognition Using Hybrid Neural Networks. 33-48 - Sabkat Arshad, Muhammad Yaqoob, Tahir Mehmood:
The Performance of GPT-3.5 in Summarizing Scientific and News Articles. 49-61 - Clair Abela, Frankie Inguanez:
Wound Stage Recognition Using YOLOv5. 63-77 - Luqman Hakim Bin Yusof, Abdulaziz Yahya Yahya Al-Nahari, Danny Ngo Lung Yao, Normaiza Mohamad:
Harvest Palm Tree Based on Detection Through 2D LiDAR Sensor Using Power Equation. 79-90 - Vishal Pednekar, Nidhi Shettigar, Sayli Tawhare:
Enhancing Security Surveillance Through Business Intelligence with NVIDIA DeepStream. 91-104 - Hadi Naghavipour, Farhad Nadi, Ali Aitizaz:
Fuzzified Hybrid Metaheuristics for QoS-Aware Service Composition. 105-119
Machine/Deep Learning
- Nurfazrina Mohd Zamry, Anazida Zainal, Eric Khoo, Mohamad Nizam Kassim, Zanariah Zainudin:
Fraudulent E-Commerce Website Detection Using Convolutional Neural Network Based on Image Features. 123-136 - Saaman Nadeem, Tahir Mehmood, Muhammad Yaqoob:
A Generic Framework for Ransomware Prediction and Classification with Artificial Neural Networks. 137-148 - Norshahriah Abdul Wahab, A'tifah Hanim Rosli, Syarifah Bahiyah Rahayu Syed Mansoor, Norazliana Akmal Jamaludin, Siti Hajar Adam:
Leveraging Gamification for Engaged Learning in Online Teaching and Learning Experiences. 149-160 - Farhad Nadi, Hadi Naghavipour, Tahir Mehmood, Alliesya Binti Azman, Jeetha A/P Nagantheran, Kezia Sim Kui Ting, Nor Muhammad Ilman Bin Nor Adnan, Roshene A/P Sivarajan, Suita A/P Veerah, Romi Fadillah Rahmat:
Sentiment Analysis Using Large Language Models: A Case Study of GPT-3.5. 161-168 - Ahmed Mohamed Abdou Ahmed, Abdulaziz Al-Nahari, Raghad Al-Shabandar, Chong Kim Loy, A. H. Mohammed:
Telecom Customer Experience Analysis Using Sentiment Analysis and Natural Language Processing - Comparative Study. 169-180 - Danush Nagappan, Manoj Jayabalan, Ahmad Alanezi, Farhad Nadi, Thomas Coombs:
Efficient Time Series of Smoothing and Auto-regressive Forecasting Models for Predicting Police Officer Fatalities in the USA. 181-192 - Disha Sharma, Manoj Jayabalan, Nailya Sultanova, Jamila Mustafina, Danny Ngo Lung Yao:
Multimodal Emotion Recognition Using Attention-Based Model with Language, Audio, and Video Modalities. 193-210 - Mangu Soujanya Rao, Thomas Coombs, Normaiza Binti Mohamad, Vinay Kumar, Manoj Jayabalan:
Comparative Analysis of Emotion Recognition Using Large Language Models and Conventional Machine Learning. 211-220 - Mety Agustini, Kartika Fithriasari, Dedy Dwi Prastyo:
The Impact of Clustering-Based Sequential Multivariate Outliers Detection in Handling Missing Values. 221-235 - Vishnu Sai Reddy Chilpuri, Saaman Nadeem, Tahir Mehmood, Muhammad Yaqoob:
Sarcasm Detection in Newspaper Headlines. 237-250 - Karthi Dhayalan, Nailya Sultanova, Jamila Mustafina, Paridah Daud:
Transformer-Based Named Entity Recognition Model - Tamil Language. 251-267 - Swapna D. Rajan, Thomas Coombs, Manoj Jayabalan, Noor Azma Ismail:
A Comparative Study of Methods for Topic Modelling in News Articles. 269-277 - Soumen Sardar, Sulaf Assi, Iznora Aini Zolkifly, Manoj Jayabalan, Manea Alsaleem, Ammar H. Mohammed, Dhiya Al-Jumeily Obe:
Application of Deep Learning Algorithms to Terahertz Images for Detection of Concealed Objects. 279-289 - Saurabh Gupta, Raghad Al-Shabandar, Chong Kim Loy, Ammar H. Mohammed:
Multivariate Comparative Analysis of Statistical and Deep Learning Models for Prediction Hardware Failure. 291-299
Statistical Learning
- Zheng Ning Looi, Poh Choo Song, Huai Tein Lim, Sing Yan Looi:
A Case Study via Bayesian Network: Investigating Factors Influencing Student Academic Performance in Online Teaching and Learning During COVID-19 Pandemic. 303-317 - Wahyu Wibowo, Harun Al Azies, Susi A. Wilujeng, Shuzlina Abdul-Rahman:
Harnessing the XGBoost Ensemble for Intelligent Prediction and Identification of Factors with a High Impact on Air Quality: A Case Study of Urban Areas in Jakarta Province, Indonesia. 319-334 - Christopher Andreas, Achmad Choiruddin, Dedy Dwi Prastyo:
Modeling Earthquake Catalog in Sumatra by Space-Time Epidemic-Type Aftershock Sequences Model: Combining Davidon-Fletcher-Powell and Stochastic Declustering Algorithms. 335-351 - Reny Ari Noviyanti, Setiawan, Agnes Tuti Rumiati:
Small Area Estimation of Mean Years of Schooling Under Time Series and Cross-sectional Models. 353-367 - Sonia Faradilla, Achmad Choiruddin, Bambang Widjanarko Otok:
Probabilistic Seismic Hazard Analysis for Sulawesi-Maluku Region of Indonesia Using the Space-Time Epidemic-Type Aftershock Sequence Model. 369-383 - Hafez Afghan, Hidayatul Khusna:
Application of Time Series Regression, Double Seasonal ARIMA, and Long Short-Term Memory for Short-Term Electricity Load Forecasting. 385-401 - Iis Dewi Ratih, Ketut Buda Artana, Heri Kuswanto, Emmy Pratiwi, Muhammad Farhan Nuari:
A Bayesian Network for Classifying and Predicting Ship Collision. 403-414 - Suci Ismadyaliana, Setiawan, Jerry Dwi Trijoyo Purnomo:
Outlier Detection in Simultaneous Equations with Panel Data. 415-427 - Zakiatul Wildani, M. Naufal Mubarik, Sri Pingit Wulandari, Lucia Aridinanti, Muhammad Alifian Nuriman:
Assessing Departmental Efficiency at Sepuluh Nopember Institute of Technology: A Comparative Study Using Classical and Advanced Data Envelopment Analysis. 429-445 - Mira Meilisa, Bambang Widjanarko Otok, Jerry Dwi Trijoyo Purnomo:
Multivariate Adaptive Fuzzy Clustering Means Regression Splines Model Using Generalized Cross-Validation (GCV) on Stunting Cases in Southeast Sulawesi. 447-462 - Hasbi Yasin, Purhadi, Achmad Choiruddin:
Statistical Inferences for Multivariate Generalized Gamma Regression Model. 463-476
Health and Industrial Applications
- Putra Roskhairul Fitri Bin Kaha, Syarifah Bahiyah Rahayu, Afiqah M. Azahari, Mohd Hazali Mohamed Halip, K. Venkatesan:
W@rk: Attendance Application Framework Using Blockchain Technology. 479-492 - Azlin Ahmad, Siti Nabilah Mohd Abdul Hakim Amir, Ezzatul Akmal Kamaru-Zaman, Abdulaziz Al-Nahari:
Exploring the Impact of COVID-19 on Individuals' Mental Health Through Cluster Analysis. 493-503 - Ilham Abdul Jalil, Abdul Rauf Abdul Rasam:
Tracking High Potential Transmission Risk Spots of Infectious Disease Using Spatial Social Network Analysis and Visualisation (SSNAV) Techniques. 505-519 - Sushmitha Geddam, Sulaf Assi, Hadi Naghavipour, Manoj Jayabalan, Abdullah Al-Hamid, Dhiya Al-Jumeily Obe:
Evaluation of Machine Learning Algorithms for Early Prediction of Liver Disease. 521-530 - Ruipeng Tang, Narendra Kumar Aridas, Mohamad Sofian Abu Talip:
An Agricultural Information Recommendation Method Based on Matrix Decomposition Knowledge Graph Algorithm. 531-543 - Peh Sang Ng, Huai Tein Lim, Wai Chung Yeong, Sajal Saha:
Performance of the Auxiliary Information Based Hybrid EWMA Chart with Fast Initial Response. 545-561 - Mohammad Nasir Abdullah, Bee Wah Yap:
Evaluation of Machine Learning Models for Breast Cancer Detection in Microarray Gene Expression Profiles. 563-576
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