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7th SCDS 2023: Virtual Event
- Marina Yusoff
, Tao Hai
Soft Computing in Data Science - 7th International Conference, SCDS 2023, Virtual Event, January 24-25, 2023, Proceedings. Communications in Computer and Information Science 1771, Springer 2023, ISBN 978-981-99-0404-4
Artificial Intelligence Techniques and Applications
- Mahima Arora
Explainability for Clustering Models. 3-17 - Tao Hai
Fault Diagnosis Methods of Deep Convolutional Dynamic Adversarial Networks. 18-31 - Jincheng Zhou, Hongyu Xue:
Carbon-Energy Composite Flow for Transferred Multi-searcher Q-Learning Algorithm with Reactive Power Optimization. 32-45 - Jincheng Zhou, Yang Lei:
Multi-source Heterogeneous Data Fusion Algorithm Based on Federated Learning. 46-60 - Xiaolan Wang, Md. Manjur Ahmed, Mohd Nizam Husen, Hai Tao
Dynamic Micro-cluster-Based Streaming Data Clustering Method for Anomaly Detection. 61-75 - Dan Wang, Ting Wang:
Federated Ensemble Algorithm Based on Deep Neural Network. 76-91 - Nur Hidayah Mohd Khalid, Amelia Ritahani Ismail
Performance Comparison of Feature Selection Methods for Prediction in Medical Data. 92-106 - Qingchuan Liu, Muhammad Azmi Ayub, Fazlina Ahmat Ruslan, Mohd Nor Azmi Ab Patar, Shuzlina Abdul Rahman:
An Improved Mask R-CNN Algorithm for High Object Detection Speed and Accuracy. 107-118
Computing and Optimization
- Jincheng Zhou, Maoxing Zheng:
Federated Learning with Class Balanced Loss Optimized by Implicit Stochastic Gradient Descent. 121-135 - Nur Shazwany Zamani, Muhammad Shafie Mohd Ramli, Khairul Huda Yusof, Norazliani Md. Sapari:
Electricity Energy Monitoring System for Home Appliances Using Raspberry Pi and Node-Red. 136-146 - Muhammad Sufyan Safwan Mohamad Basir
Short-Time Fourier Transform with Optimum Window Type and Length: An Application for Sag, Swell and Transient. 147-160
Data Analytics and Technologies
- Alissa Chintyana, Achmad Choiruddin, Sutikno:
Cox Point Process with Ridge Regularization: A Better Approach for Statistical Modeling of Earthquake Occurrences. 163-177 - Nur Ain Binti Nor Azizan, Suhaila Binti Saee, Muhammad Abdullah Bin Yusof:
Discovering Popular Topics of Sarawak Gazette (SaGa) from Twitter Using Deep Learning. 178-192 - Nurul Izleen Ramzi, Marina Yusoff, Norzaidah Md Noh:
Comparison Analysis of LSTM and CNN Variants with Embedding Word Methods for Sentiment Analysis on Food Consumption Behavior. 193-207
Data Mining and Image Processing
- Jahroo Nabila Marvi
Towards Robust Underwater Image Enhancement. 211-221 - Nur Ida Aniza Rusli
A Comparative Study of Machine Learning Classification Models on Customer Behavior Data. 222-231 - Soh Hong Say, Nur Intan Raihana Ruhaiyem
Performance Evaluation of Deep Learning Algorithms for Young and Mature Oil Palm Tree Detection. 232-245 - Ong Yee Chiun, Nur Intan Raihana Ruhaiyem
Object Detection Based Automated Optical Inspection of Printed Circuit Board Assembly Using Deep Learning. 246-258
Mathematical and Statistical Learning
- Z. A. Hasan
The Characterization of Rainfall Data Set Using Persistence Diagram and Its Relation to Extreme Events: Case Study of Three Locations in Kemaman, Terengganu. 261-274 - Muhammad Adlansyah Muda, Dedy Dwi Prastyo, Muhammad Sjahid Akbar:
Clustering Stock Prices of Industrial and Consumer Sector Companies in Indonesia Using Fuzzy C-Means and Fuzzy C-Medoids Involving ACF and PACF. 275-290 - Muhammad Hazim Ismail, Hasan Basri Roslee, Wan Fairos Wan Yaacob
Zero-Inflated Time Series Model for Covid-19 Deaths in Kelantan Malaysia. 291-302
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