Rayner Alfred

ORCID

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 19

Top Venues

SCDS

DaEng

Knowl. Eng. Data Sci.

Int. J. Comput. Intell. Syst.

University of York, UK (PHD)

Education History

University of York, UK

PHD

Publications

Rayner Alfred, Rayner Henry Pailus, Joe Henry Obit, Yuto Lim, Haviluddin Sukirno
A Novel DAAM-DCNNs Hybrid Approach to Facial Expression Recognition to Enhance Learning Experience. ICCS (4) (2023)
Florence Sia, Rayner Alfred
Optimizing Tree-Based Contrast Subspace Mining Using Genetic Algorithm. Int. J. Comput. Intell. Syst. 15 (1) (2022)
Haviluddin, Herman Santoso Pakpahan, Novianti Puspitasari, Gubtha Mahendra Putra, Rima Yustika Hasnida, Rayner Alfred
Adaptive Neuro-Fuzzy Inference System for Waste Prediction. Knowl. Eng. Data Sci. 5 (2) (2022)
Florence Sia Fui Sze, Rayner Alfred
Efficient Contrast Subspace Mining Method for Categorical Data. CSAI (2022)
Guozhang Li, Rayner Alfred, Xue Wang
Student Behavior Analysis and Research Model Based on Clustering Technology. Mob. Inf. Syst. 2021 (2021)
Rayner Alfred, Joe Henry Obit, Christie Pei-Yee Chin, Haviluddin, Yuto Lim
Towards Paddy Rice Smart Farming: A Review on Big Data, Machine Learning, and Rice Production Tasks. IEEE Access 9 (2021)
Elcy Tsen Yi Ching, Chin Kim On, Rayner Alfred, Mohd. Hanafi Ahmad Hijazi, Tse Guan Tan
An Android Mobile-based Measurement Application - Object and Interior Room Measurement App. Int. J. Interact. Mob. Technol. 14 (20) (2020)
Florence Sia, Rayner Alfred, Yuto Lim
Tree-Based Contrast Subspace Mining for Categorical Data. Int. J. Comput. Intell. Syst. 13 (1) (2020)
Rayner Alfred, Chew Ye Lun
Unsupervised Learning of Image Data Using Generative Adversarial Network. ICICT (1) (2019)
Haviluddin, Rayner Alfred, Ni'mah Moham, Herman Santoso Pakpahan, Islamiyah Islamiyah, Hario Jati Setyadi
Handwriting Character Recognition using Vector Quantization Technique. Knowl. Eng. Data Sci. 2 (2) (2019)
Rayner Alfred, Kay Lie Chan
Assessing Structured Examination Question Using Automated Keyword Expansion Approach. SCDS (2018)
Rayner Alfred, Rui Wen Teoh
Improving Topical Social Media Sentiment Analysis by Correcting Unknown Words Automatically. SCDS (2018)
Purnawansyah Purnawansyah, Haviluddin, Rayner Alfred, Achmad Fanany Onnilita Gaffar
Network Traffic Time Series Performance Analysis Using Statistical Methods. Knowl. Eng. Data Sci. 1 (1) (2018)
Lai Po Hung, Rayner Alfred
A Performance Comparison of Feature Extraction Methods for Sentiment Analysis. ACIIDS (Extended Posters) (2017)
Khalifa Chekima, Rayner Alfred
An Automatic Construction of Malay Stop Words Based on Aggregation Method. SCDS (2016)
Rayner Alfred, Leow Jia Ren, Joe Henry Obit
Assessing Factors that Influence the Performances of Automated Topic Selection for Malay Articles. SCDS (2016)
Rayner Alfred, Gabriel Jong Chiye, Yuto Lim, Chin Kim On, Joe Henry Obit
A Multi-objectives Genetic Algorithm Clustering Ensembles Based Approach to Summarize Relational Data. SCDS (2016)
Rayner Alfred, Wong Wei Yee, Yuto Lim, Joe Henry Obit
Factors Affecting Sentiment Prediction of Malay News Headlines Using Machine Learning Approaches. SCDS (2016)
Chin Kim On, Teo Kein Yao, Rayner Alfred, Ag Asri Ag Ibrahim, Wang Cheng, Tse Guan Tan
A Comparison of BPNN, RBF, and ENN in Number Plate Recognition. SCDS (2016)
Rayner Alfred, Kung Ke Shin, Chin Kim On, HuiKeng Lau, Mohd. Hanafi Ahmad Hijazi
k-NN Ensemble DARA Approach to Learning Relational. DaEng (2015)
Leow Ching Leong, Rayner Alfred
Optimizing Terms Reduction Process for Bilingual Clustering of Malay-English Corpora. DaEng (2015)
Haviluddin, Rayner Alfred
Short-Term Time Series Modelling Forecasting Using Genetic Algorithm. DaEng (2015)
Tse Guan Tan, Yung Nan Yong, Chin Kim On, Jason Teo, Rayner Alfred
Automated Evaluation for AI Controllers in Tower Defense Game Using Genetic Algorithm. M-CAIT (2013)
Chang Sim Vui, Kim Soon Gan, Chin Kim On, Rayner Alfred, Patricia Anthony
A review of stock market prediction with Artificial neural network (ANN). ICCSCE (2013)
Rayner Alfred, Chin Kim On, Patricia Anthony, Phang Wai San, Tan Li Im, Leow Ching Leong, Kim Soon Gan
Ontology-Based Query Expansion for Supporting Information Retrieval in Agriculture. KMO (2013)
Rayner Alfred, Leow Ching Leong, Chin Kim On, Patricia Anthony, Tan Soo Fun, Mohd Norhisham Bin Razali, Mohd. Hanafi Ahmad Hijazi
A Rule-Based Named-Entity Recognition for Malay Articles. ADMA (1) (2013)
Seng Kheau Chung, Rayner Alfred, Lau Hui Keng
Dimensionality Reduction in Data Summarization Approach to Learning Relational Data. ACIIDS (1) (2013)
Leow Ching Leong, Kim Soon Gan, Tse Guan Tan, Chin Kim On, Rayner Alfred, Patricia Anthony
Self-synthesized controllers for tower defense game using genetic programming. ICCSCE (2013)
Rayner Alfred, Patricia Anthony, Suraya Alias, Asni Tahir, Chin Kim On, Lau Hui Keng
Enrichment of BOW Representation with Syntactic and Semantic Background Knowledge. M-CAIT (2013)
Kim Soon Gan, Tse Guan Tan, Chin Kim On, Rayner Alfred, Patricia Anthony
A comparison on the performance of crossover techniques in video game. ICCSCE (2013)
Rayner Alfred, Tan Soo Fun, Asni Tahir, Chin Kim On, Patricia Anthony
Concepts Labeling of Document Clusters Using a Hierarchical Agglomerative Clustering (HAC) Technique. KMO (2013)
Rayner Alfred, Adam Mujat, Joe Henry Obit
A Ruled-Based Part of Speech (RPOS) Tagger for Malay Text Articles. ACIIDS (2) (2013)
Seng Kheau Chung, Rayner Alfred, HuiKeng Lau
eDARA: Ensembles DARA. ADMA (2) (2013)
Rayner Alfred, Leow Ching Leong, Chin Kim On, Patricia Anthony
A Literature Review and Discussion of Malay Rule - Based Affix Elimination Algorithms. KMO (2013)
Rayner Alfred, Mohd Norhisham Bin Razali, Suraya Alias, Chin Kim On
A Visualization Approach to Automatic Text Documents Categorization Based on HAC. KMO (2013)
Florence Sia, Rayner Alfred, Chin Kim On
Learning Relational Data Based on Multiple Instances of Summarized Data Using DARA. M-CAIT (2013)
Leow Ching Leong, Surayaini Basri, Rayner Alfred
Enhancing Malay Stemming Algorithm with Background Knowledge. PRICAI (2012)
Florence Sia, Rayner Alfred
Evolutionary-based feature construction with substitution for data summarization using DARA. DMO (2012)
Rayner Alfred, Irwansah Amran, Leau Yu Beng, Tan Soo Fun
Unsupervised Learning of Mutagenesis Molecules Structure Based on an Evolutionary-Based Features Selection in DARA. Australasian Conference on Artificial Intelligence (2012)
Mohd Shamrie Sainin, Rayner Alfred
A Direct Ensemble Classifier for Imbalanced Multiclass Learning. DMO (2012)
Rayner Alfred
Feature Transformation: A Genetic-Based Feature Construction Method for Data Summarization. Comput. Intell. 27 (3) (2011)
Joe Henry Obit, Djamila Ouelhadj, Dario Landa-Silva, Teong Khan Vun, Rayner Alfred
Designing a multi-agent approach system for distributed course timetabling. HIS (2011)
Rayner Alfred
Feature Transformation: a Genetic-Based Feature Construction Method for Data Summarization. Comput. Intell. 26 (3) (2010)
Mohd Shamrie Sainin, Rayner Alfred
Nearest Neighbour Distance Matrix Classification. ADMA (1) (2010)
Rayner Alfred
A Parallel Hierarchical Agglomerative Clustering Technique for Billingual Corpora Based on Reduced Terms with Automatic Weight Optimization. ADMA (2009)
Rayner Alfred
Discovering Knowledge from Multi-relational Data Based on Information Retrieval Theory. ADMA (2009)
Rayner Alfred
Dynamic Aggregation of Relational Attributes Based on Feature Construction. ADBIS (2008)
Rayner Alfred
DARA: Data Summarisation with Feature Construction. Asia International Conference on Modelling and Simulation (2008)
Rayner Alfred
A Genetic-Based Feature Construction Method for Data Summarisation. ADMA (2008)
Rayner Alfred
Rules Extraction Based on Data Summarisation Approach Using DARA. ADMA (2008)
Rayner Alfred, Dimitar Kazakov
Aggregating Multiple Instances in Relational Database Using Semi-Supervised Genetic Algorithm-based Clustering Technique. ADBIS Research Communications (2007)
Rayner Alfred, Dimitar Kazakov
Clustering Approach to Generalized Pattern Identification Based on Multi-instanced Objects with DARA. ADBIS Research Communications (2007)
Rayner Alfred, Dimitar Kazakov
Discretization Numbers for Multiple-Instances Problem in Relational Database. ADBIS (2007)
Rayner Alfred
The Study of Dynamic Aggregation of Relational Attributes on Relational Data Mining. ADMA (2007)
Rayner Alfred, Dimitar Kazakov
Data Summarization Approach to Relational Domain Learning Based on Frequent Pattern to Support the Development of Decision Making. ADMA (2006)
Rayner Alfred, Dimitar Kazakov
Pattern-Based Transformation Approach to Relational Domain Learning Using Dynamic Aggregation for Relational Attributes. DMIN (2006)

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Publication Activity (10 Years)

Top Topics

Top Venues

Rayner Alfred