Rayner Alfred

According to our database, Rayner Alfred authored at least 56 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

DETR Novel Small Target Detection Algorithm Based on Swin Transformer.

Xu Fengchang, Rayner Alfred, Rayner Henry Pailus, Lyu Ge, Shifeng Du, Jackel Vui Lung Chew, Li Guozhang, Xinliang Wang

IEEE Access, 2024

2023

A Novel DAAM-DCNNs Hybrid Approach to Facial Expression Recognition to Enhance Learning Experience.

Rayner Alfred, Rayner Henry Pailus, Joe Henry Obit, Yuto Lim, Haviluddin Sukirno

Proceedings of the Computational Science - ICCS 2023, 2023

2022

Adaptive Neuro-Fuzzy Inference System for Waste Prediction.

Haviluddin, Herman Santoso Pakpahan, Novianti Puspitasari, Gubtha Mahendra Putra, Rima Yustika Hasnida, Rayner Alfred

Knowl. Eng. Data Sci., 2022

Optimizing Tree-Based Contrast Subspace Mining Using Genetic Algorithm.

Florence Sia, Rayner Alfred

Int. J. Comput. Intell. Syst., 2022

Efficient Contrast Subspace Mining Method for Categorical Data.

Florence Sia Fui Sze, Rayner Alfred

Proceedings of the 6th International Conference on Computer Science and Artificial Intelligence, 2022

2021

Towards Paddy Rice Smart Farming: A Review on Big Data, Machine Learning, and Rice Production Tasks.

Rayner Alfred, Joe Henry Obit, Christie Pei-Yee Chin, Haviluddin, Yuto Lim

IEEE Access, 2021

2020

An Android Mobile-based Measurement Application - Object and Interior Room Measurement App.

Elcy Tsen Yi Ching, Chin Kim On, Rayner Alfred, Mohd. Hanafi Ahmad Hijazi, Tse Guan Tan

Int. J. Interact. Mob. Technol., 2020

Tree-Based Contrast Subspace Mining for Categorical Data.

Florence Sia, Rayner Alfred, Yuto Lim

Int. J. Comput. Intell. Syst., 2020

2019

Handwriting Character Recognition using Vector Quantization Technique.

Haviluddin, Rayner Alfred, Ni'mah Moham, Herman Santoso Pakpahan, Islamiyah Islamiyah, Hario Jati Setyadi

Knowl. Eng. Data Sci., 2019

Unsupervised Learning of Image Data Using Generative Adversarial Network.

Rayner Alfred, Chew Ye Lun

Proceedings of the Fourth International Congress on Information and Communication Technology, 2019

2018

Network Traffic Time Series Performance Analysis Using Statistical Methods.

Purnawansyah, Haviluddin, Rayner Alfred, Achmad Fanany Onnilita Gaffar

Knowl. Eng. Data Sci., 2018

Improving Topical Social Media Sentiment Analysis by Correcting Unknown Words Automatically.

Rayner Alfred, Rui Wen Teoh

Proceedings of the Soft Computing in Data Science - 4th International Conference, 2018

Assessing Structured Examination Question Using Automated Keyword Expansion Approach.

Rayner Alfred, Kay Lie Chan

Proceedings of the Soft Computing in Data Science - 4th International Conference, 2018

2017

A Performance Comparison of Feature Extraction Methods for Sentiment Analysis.

Po-Hung Lai, Rayner Alfred

Proceedings of the Advanced Topics in Intelligent Information and Database Systems,, 2017

2016

A Comparison of BPNN, RBF, and ENN in Number Plate Recognition.

Chin Kim On, Teo Kein Yao, Rayner Alfred, Ag Asri Ag Ibrahim, Wang Cheng, Tse Guan Tan

Proceedings of the Soft Computing in Data Science - Second International Conference, 2016

An Automatic Construction of Malay Stop Words Based on Aggregation Method.

Khalifa Chekima, Rayner Alfred

Proceedings of the Soft Computing in Data Science - Second International Conference, 2016

Factors Affecting Sentiment Prediction of Malay News Headlines Using Machine Learning Approaches.

Rayner Alfred, Wong Wei Yee, Yuto Lim, Joe Henry Obit

Proceedings of the Soft Computing in Data Science - Second International Conference, 2016

Assessing Factors that Influence the Performances of Automated Topic Selection for Malay Articles.

Rayner Alfred, Leow Jia Ren, Joe Henry Obit

Proceedings of the Soft Computing in Data Science - Second International Conference, 2016

A Multi-objectives Genetic Algorithm Clustering Ensembles Based Approach to Summarize Relational Data.

Rayner Alfred, Gabriel Jong Chiye, Yuto Lim, Chin Kim On, Joe Henry Obit

Proceedings of the Soft Computing in Data Science - Second International Conference, 2016

2015

Optimizing Terms Reduction Process for Bilingual Clustering of Malay-English Corpora.

Leow Ching Leong, Rayner Alfred

Proceedings of the Second International Conference on Advanced Data and Information Engineering, 2015

Short-Term Time Series Modelling Forecasting Using Genetic Algorithm.

Haviluddin, Rayner Alfred

Proceedings of the Second International Conference on Advanced Data and Information Engineering, 2015

k-NN Ensemble DARA Approach to Learning Relational.

Rayner Alfred, Kung Ke Shin, Chin Kim On, HuiKeng Lau, Mohd. Hanafi Ahmad Hijazi

Proceedings of the Second International Conference on Advanced Data and Information Engineering, 2015

2013

Automated Evaluation for AI Controllers in Tower Defense Game Using Genetic Algorithm.

Tse Guan Tan, Yung Nan Yong, Chin Kim On, Jason Teo, Rayner Alfred

Proceedings of the Soft Computing Applications and Intelligent Systems, 2013

Learning Relational Data Based on Multiple Instances of Summarized Data Using DARA.

Florence Sia, Rayner Alfred, Chin Kim On

Proceedings of the Soft Computing Applications and Intelligent Systems, 2013

Enrichment of BOW Representation with Syntactic and Semantic Background Knowledge.

Rayner Alfred, Patricia Anthony, Suraya Alias, Asni Tahir, Chin Kim On, Lau Hui Keng

Proceedings of the Soft Computing Applications and Intelligent Systems, 2013

A Visualization Approach to Automatic Text Documents Categorization Based on HAC.

Rayner Alfred, Mohd Norhisham Bin Razali, Suraya Alias, Chin Kim On

Proceedings of the 8th International Conference on Knowledge Management in Organizations, 2013

Ontology-Based Query Expansion for Supporting Information Retrieval in Agriculture.

Rayner Alfred, Chin Kim On, Patricia Anthony, Phang Wai San, Tan Li Im, Leow Ching Leong, Kim Soon Gan

Proceedings of the 8th International Conference on Knowledge Management in Organizations, 2013

A Literature Review and Discussion of Malay Rule - Based Affix Elimination Algorithms.

Rayner Alfred, Leow Ching Leong, Chin Kim On, Patricia Anthony

Proceedings of the 8th International Conference on Knowledge Management in Organizations, 2013

Concepts Labeling of Document Clusters Using a Hierarchical Agglomerative Clustering (HAC) Technique.

Rayner Alfred, Tan Soo Fun, Asni Tahir, Chin Kim On, Patricia Anthony

Proceedings of the 8th International Conference on Knowledge Management in Organizations, 2013

A review of stock market prediction with Artificial neural network (ANN).

Chang Sim Vui, Kim Soon Gan, Chin Kim On, Rayner Alfred, Patricia Anthony

Proceedings of the 2013 IEEE International Conference on Control System, 2013

Self-synthesized controllers for tower defense game using genetic programming.

Leow Ching Leong, Kim Soon Gan, Tse Guan Tan, Chin Kim On, Rayner Alfred, Patricia Anthony

Proceedings of the 2013 IEEE International Conference on Control System, 2013

A comparison on the performance of crossover techniques in video game.

Kim Soon Gan, Tse Guan Tan, Chin Kim On, Rayner Alfred, Patricia Anthony

Proceedings of the 2013 IEEE International Conference on Control System, 2013

eDARA: Ensembles DARA.

Seng Kheau Chung, Rayner Alfred, HuiKeng Lau

Proceedings of the Advanced Data Mining and Applications - 9th International Conference, 2013

A Rule-Based Named-Entity Recognition for Malay Articles.

Rayner Alfred, Leow Ching Leong, Chin Kim On, Patricia Anthony, Tan Soo Fun, Mohd Norhisham Bin Razali, Mohd. Hanafi Ahmad Hijazi

Proceedings of the Advanced Data Mining and Applications, 9th International Conference, 2013

Dimensionality Reduction in Data Summarization Approach to Learning Relational Data.

Seng Kheau Chung, Rayner Alfred, Lau Hui Keng

Proceedings of the Intelligent Information and Database Systems - 5th Asian Conference, 2013

A Ruled-Based Part of Speech (RPOS) Tagger for Malay Text Articles.

Rayner Alfred, Adam Mujat, Joe Henry Obit

Proceedings of the Intelligent Information and Database Systems - 5th Asian Conference, 2013

2012

Enhancing Malay Stemming Algorithm with Background Knowledge.

Leow Ching Leong, Surayaini Basri, Rayner Alfred

Proceedings of the PRICAI 2012: Trends in Artificial Intelligence, 2012

Evolutionary-based feature construction with substitution for data summarization using DARA.

Florence Sia, Rayner Alfred

Proceedings of the 4th Conference on Data Mining and Optimization, 2012

A Direct Ensemble Classifier for Imbalanced Multiclass Learning.

Mohd Shamrie Sainin, Rayner Alfred

Proceedings of the 4th Conference on Data Mining and Optimization, 2012

Unsupervised Learning of Mutagenesis Molecules Structure Based on an Evolutionary-Based Features Selection in DARA.

Rayner Alfred, Irwansah Amran, Leau Yu Beng, Tan Soo Fun

Proceedings of the AI 2012: Advances in Artificial Intelligence, 2012

2011

Designing a multi-agent approach system for distributed course timetabling.

Joe Henry Obit, Djamila Ouelhadj, Dario Landa-Silva, Teong Khan Vun, Rayner Alfred

Proceedings of the 11th International Conference on Hybrid Intelligent Systems, 2011

2010

Feature Transformation: a Genetic-Based Feature Construction Method for Data Summarization.

Rayner Alfred

Comput. Intell., 2010

Nearest Neighbour Distance Matrix Classification.

Mohd Shamrie Sainin, Rayner Alfred

Proceedings of the Advanced Data Mining and Applications - 6th International Conference, 2010

2009

Discovering Knowledge from Multi-relational Data Based on Information Retrieval Theory.

Rayner Alfred

Proceedings of the Advanced Data Mining and Applications, 5th International Conference, 2009

A Parallel Hierarchical Agglomerative Clustering Technique for Billingual Corpora Based on Reduced Terms with Automatic Weight Optimization.

Rayner Alfred

Proceedings of the Advanced Data Mining and Applications, 5th International Conference, 2009

2008

A data summarisation approach to knowledge discovery.

Rayner Alfred

PhD thesis, 2008

DARA: Data Summarisation with Feature Construction.

Rayner Alfred

Proceedings of the Second Asia International Conference on Modelling and Simulation, 2008

Rules Extraction Based on Data Summarisation Approach Using DARA.

Rayner Alfred

Proceedings of the Advanced Data Mining and Applications, 4th International Conference, 2008

A Genetic-Based Feature Construction Method for Data Summarisation.

Rayner Alfred

Proceedings of the Advanced Data Mining and Applications, 4th International Conference, 2008

Dynamic Aggregation of Relational Attributes Based on Feature Construction.

Rayner Alfred

Proceedings of the Advances in Databases and Information Systems, 2008

2007

The Study of Dynamic Aggregation of Relational Attributes on Relational Data Mining.

Rayner Alfred

Proceedings of the Advanced Data Mining and Applications, Third International Conference, 2007

Aggregating Multiple Instances in Relational Database Using Semi-Supervised Genetic Algorithm-based Clustering Technique.

Rayner Alfred, Dimitar Kazakov

Proceedings of the Communications of the Eleventh East-European Conference on Advances in Databases and Information Systems, Varna, Bulgaria, September 29, 2007

Clustering Approach to Generalized Pattern Identification Based on Multi-instanced Objects with DARA.

Rayner Alfred, Dimitar Kazakov

Proceedings of the Communications of the Eleventh East-European Conference on Advances in Databases and Information Systems, Varna, Bulgaria, September 29, 2007

Discretization Numbers for Multiple-Instances Problem in Relational Database.

Rayner Alfred, Dimitar Kazakov

Proceedings of the Advances in Databases and Information Systems, 2007

2006

Pattern-Based Transformation Approach to Relational Domain Learning Using Dynamic Aggregation for Relational Attributes.

Rayner Alfred, Dimitar Kazakov

Proceedings of the 2006 International Conference on Data Mining, 2006

Data Summarization Approach to Relational Domain Learning Based on Frequent Pattern to Support the Development of Decision Making.

Rayner Alfred, Dimitar Kazakov

Proceedings of the Advanced Data Mining and Applications, Second International Conference, 2006