Data Summarization Approach to Relational Domain Learning Based on Frequent Pattern to Support the Development of Decision Making. - Rayner Alfred; Dimitar Kazakov (ADMA, 2006)

Pattern-Based Transformation Approach to Relational Domain Learning Using Dynamic Aggregation for Relational Attributes. - Rayner Alfred; Dimitar Kazakov (DMIN, 2006)

Discretization Numbers for Multiple-Instances Problem in Relational Database. - Rayner Alfred; Dimitar Kazakov (ADBIS, 2007)

Clustering Approach to Generalized Pattern Identification Based on Multi-instanced Objects with DARA. - Rayner Alfred; Dimitar Kazakov (ADBIS Research Communications, 2007)

Aggregating Multiple Instances in Relational Database Using Semi-Supervised Genetic Algorithm-based Clustering Technique. - Rayner Alfred; Dimitar Kazakov (ADBIS Research Communications, 2007)

The Study of Dynamic Aggregation of Relational Attributes on Relational Data Mining. - Rayner Alfred (ADMA, 2007)

Dynamic Aggregation of Relational Attributes Based on Feature Construction. - Rayner Alfred (ADBIS, 2008)

A Genetic-Based Feature Construction Method for Data Summarisation. - Rayner Alfred (ADMA, 2008)

Rules Extraction Based on Data Summarisation Approach Using DARA. - Rayner Alfred (ADMA, 2008)

DARA: Data Summarisation with Feature Construction. - Rayner Alfred (Asia International Conference on Modelling and Simulation, 2008)

A data summarisation approach to knowledge discovery. - Rayner Alfred (2008)

A Parallel Hierarchical Agglomerative Clustering Technique for Billingual Corpora Based on Reduced Terms with Automatic Weight Optimization. - Rayner Alfred (ADMA, 2009)

Discovering Knowledge from Multi-relational Data Based on Information Retrieval Theory. - Rayner Alfred (ADMA, 2009)

Nearest Neighbour Distance Matrix Classification. - Mohd Shamrie Sainin; Rayner Alfred (ADMA (1), 2010)

Feature Transformation: a Genetic-Based Feature Construction Method for Data Summarization. - Rayner Alfred (Comput. Intell., 2010)

Designing a multi-agent approach system for distributed course timetabling. - Joe Henry Obit; Djamila Ouelhadj; Dario Landa-Silva; Teong Khan Vun; Rayner Alfred (HIS, 2011)

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 (Australasian Conference on Artificial Intelligence, 2012)

A Direct Ensemble Classifier for Imbalanced Multiclass Learning. - Mohd Shamrie Sainin; Rayner Alfred (DMO, 2012)

Evolutionary-based feature construction with substitution for data summarization using DARA. - Florence Sia; Rayner Alfred (DMO, 2012)

Enhancing Malay Stemming Algorithm with Background Knowledge. - Leow Ching Leong; Surayaini Basri; Rayner Alfred (PRICAI, 2012)

A Ruled-Based Part of Speech (RPOS) Tagger for Malay Text Articles. - Rayner Alfred; Adam Mujat; Joe Henry Obit (ACIIDS (2), 2013)

Dimensionality Reduction in Data Summarization Approach to Learning Relational Data. - Seng Kheau Chung; Rayner Alfred; Lau Hui Keng (ACIIDS (1), 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 (ADMA (1), 2013)

eDARA: Ensembles DARA. - Seng Kheau Chung; Rayner Alfred; HuiKeng Lau (ADMA (2), 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 (ICCSCE, 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 (ICCSCE, 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 (ICCSCE, 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 (KMO, 2013)

A Literature Review and Discussion of Malay Rule - Based Affix Elimination Algorithms. - Rayner Alfred; Leow Ching Leong; Chin Kim On; Patricia Anthony (KMO, 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 (KMO, 2013)

A Visualization Approach to Automatic Text Documents Categorization Based on HAC. - Rayner Alfred; Mohd Norhisham Bin Razali; Suraya Alias; Chin Kim On (KMO, 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 (M-CAIT, 2013)

Learning Relational Data Based on Multiple Instances of Summarized Data Using DARA. - Florence Sia; Rayner Alfred; Chin Kim On (M-CAIT, 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 (M-CAIT, 2013)

k-NN Ensemble DARA Approach to Learning Relational. - Rayner Alfred; Kung Ke Shin; Chin Kim On; HuiKeng Lau; Mohd. Hanafi Ahmad Hijazi (DaEng, 2015)

Short-Term Time Series Modelling Forecasting Using Genetic Algorithm. - Haviluddin; Rayner Alfred (DaEng, 2015)

Optimizing Terms Reduction Process for Bilingual Clustering of Malay-English Corpora. - Leow Ching Leong; Rayner Alfred (DaEng, 2015)

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 (SCDS, 2016)

Assessing Factors that Influence the Performances of Automated Topic Selection for Malay Articles. - Rayner Alfred; Leow Jia Ren; Joe Henry Obit (SCDS, 2016)

Factors Affecting Sentiment Prediction of Malay News Headlines Using Machine Learning Approaches. - Rayner Alfred; Wong Wei Yee; Yuto Lim; Joe Henry Obit (SCDS, 2016)

An Automatic Construction of Malay Stop Words Based on Aggregation Method. - Khalifa Chekima; Rayner Alfred (SCDS, 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 (SCDS, 2016)

A Performance Comparison of Feature Extraction Methods for Sentiment Analysis. - Po-Hung Lai; Rayner Alfred (ACIIDS (Extended Posters), 2017)

Assessing Structured Examination Question Using Automated Keyword Expansion Approach. - Rayner Alfred; Kay Lie Chan (SCDS, 2018)

Improving Topical Social Media Sentiment Analysis by Correcting Unknown Words Automatically. - Rayner Alfred; Rui Wen Teoh (SCDS, 2018)

Network Traffic Time Series Performance Analysis Using Statistical Methods. - Purnawansyah; Haviluddin; Rayner Alfred; Achmad Fanany Onnilita Gaffar (Knowl. Eng. Data Sci., 2018)

Unsupervised Learning of Image Data Using Generative Adversarial Network. - Rayner Alfred; Chew Ye Lun (ICICT (1), 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)

Tree-Based Contrast Subspace Mining for Categorical Data. - Florence Sia; Rayner Alfred; Yuto Lim (Int. J. Comput. Intell. Syst., 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)

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)

Efficient Contrast Subspace Mining Method for Categorical Data. - Florence Sia Fui Sze; Rayner Alfred (CSAI, 2022)

Optimizing Tree-Based Contrast Subspace Mining Using Genetic Algorithm. - Florence Sia; Rayner Alfred (Int. J. Comput. Intell. Syst., 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)

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 (ICCS (4), 2023)

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)

Distributed computing and storage strategy for massive high resolution image data. - Guozhang Li; Rayner Alfred; Yetong Wang; Kongduo Xing (Intell. Decis. Technol., 2024)

Evaluation on high-performance image compaction algorithms in spatio-temporal data processing. - Guozhang Li; Kongduo Xing; Rayner Alfred; Yetong Wang (Intell. Decis. Technol., 2024)