Rayner Alfred - RankMe

61 papers B 1C 9Journal 14Unranked 36

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Optimized autoencoder deep learning for carbon stock estimation using multi source remote sensing data in tropical rainforests. Discov. Artif. Intell. John Khoo, Rayner Alfred, Chin Kim On, Ervin Gubin Moung, Oliver Valentine Eboy, Normah Awang Besar Raffie, Luaran Nosius
2024	J	`jnl`	Comparative Analysis of BPNN and LVQ for Sundanese Character Recognition. Knowl. Eng. Data Sci. Haviluddin Haviluddin, Herman Santoso Pakpahan, Dinda Izmya Nurpadillah, Hario Jati Setyadi, Medi Taruk, Rayner Alfred
2024	J	`jnl`	DETR Novel Small Target Detection Algorithm Based on Swin Transformer. IEEE Access Xu Fengchang, Rayner Alfred, Rayner Henry Pailus, Lyu Ge, Shifeng Du, Jackel Vui Lung Chew, Li Guozhang, Xinliang Wang
2024	J	`jnl`	Distributed computing and storage strategy for massive high resolution image data. Intell. Decis. Technol. Guozhang Li, Rayner Alfred, Yetong Wang, Kongduo Xing
2024	J	`jnl`	Evaluation on high-performance image compaction algorithms in spatio-temporal data processing. Intell. Decis. Technol. Guozhang Li, Kongduo Xing, Rayner Alfred, Yetong Wang
2023	—	`conf`	A Novel DAAM-DCNNs Hybrid Approach to Facial Expression Recognition to Enhance Learning Experience. ICCS (4) Rayner Alfred, Rayner Henry Pailus, Joe Henry Obit, Yuto Lim, Haviluddin Sukirno
2022	J	`jnl`	Adaptive Neuro-Fuzzy Inference System for Waste Prediction. Knowl. Eng. Data Sci. Haviluddin, Herman Santoso Pakpahan, Novianti Puspitasari, Gubtha Mahendra Putra, Rima Yustika Hasnida, Rayner Alfred
2022	—	`conf`	Efficient Contrast Subspace Mining Method for Categorical Data. CSAI Florence Sia Fui Sze, Rayner Alfred
2022	J	`jnl`	Optimizing Tree-Based Contrast Subspace Mining Using Genetic Algorithm. Int. J. Comput. Intell. Syst. Florence Sia, Rayner Alfred
2021	J	`jnl`	Towards Paddy Rice Smart Farming: A Review on Big Data, Machine Learning, and Rice Production Tasks. IEEE Access Rayner Alfred, Joe Henry Obit, Christie Pei-Yee Chin, Haviluddin, Yuto Lim
2020	J	`jnl`	An Android Mobile-based Measurement Application - Object and Interior Room Measurement App. Int. J. Interact. Mob. Technol. Elcy Tsen Yi Ching, Chin Kim On, Rayner Alfred, Mohd. Hanafi Ahmad Hijazi, Tse Guan Tan
2020	J	`jnl`	Tree-Based Contrast Subspace Mining for Categorical Data. Int. J. Comput. Intell. Syst. Florence Sia, Rayner Alfred, Yuto Lim
2019	J	`jnl`	Handwriting Character Recognition using Vector Quantization Technique. Knowl. Eng. Data Sci. Haviluddin, Rayner Alfred, Ni'mah Moham, Herman Santoso Pakpahan, Islamiyah Islamiyah, Hario Jati Setyadi
2019	—	`conf`	Unsupervised Learning of Image Data Using Generative Adversarial Network. ICICT (1) Rayner Alfred, Chew Ye Lun
2018	—	`conf`	Assessing Structured Examination Question Using Automated Keyword Expansion Approach. SCDS Rayner Alfred, Kay Lie Chan
2018	—	`conf`	Improving Topical Social Media Sentiment Analysis by Correcting Unknown Words Automatically. SCDS Rayner Alfred, Rui Wen Teoh
2018	J	`jnl`	Network Traffic Time Series Performance Analysis Using Statistical Methods. Knowl. Eng. Data Sci. Purnawansyah, Haviluddin, Rayner Alfred, Achmad Fanany Onnilita Gaffar
2017	—	`conf`	A Performance Comparison of Feature Extraction Methods for Sentiment Analysis. ACIIDS (Extended Posters) Po-Hung Lai, Rayner Alfred
2016	—	`conf`	A Comparison of BPNN, RBF, and ENN in Number Plate Recognition. SCDS Chin Kim On, Teo Kein Yao, Rayner Alfred, Ag Asri Ag Ibrahim, Wang Cheng, Tse Guan Tan
2016	—	`conf`	A Multi-objectives Genetic Algorithm Clustering Ensembles Based Approach to Summarize Relational Data. SCDS Rayner Alfred, Gabriel Jong Chiye, Yuto Lim, Chin Kim On, Joe Henry Obit
2016	—	`conf`	An Automatic Construction of Malay Stop Words Based on Aggregation Method. SCDS Khalifa Chekima, Rayner Alfred
2016	—	`conf`	Assessing Factors that Influence the Performances of Automated Topic Selection for Malay Articles. SCDS Rayner Alfred, Leow Jia Ren, Joe Henry Obit
2016	—	`conf`	Factors Affecting Sentiment Prediction of Malay News Headlines Using Machine Learning Approaches. SCDS Rayner Alfred, Wong Wei Yee, Yuto Lim, Joe Henry Obit
2015	—	`conf`	Optimizing Terms Reduction Process for Bilingual Clustering of Malay-English Corpora. DaEng Leow Ching Leong, Rayner Alfred
2015	—	`conf`	Short-Term Time Series Modelling Forecasting Using Genetic Algorithm. DaEng Haviluddin, Rayner Alfred
2015	—	`conf`	k-NN Ensemble DARA Approach to Learning Relational. DaEng Rayner Alfred, Kung Ke Shin, Chin Kim On, HuiKeng Lau, Mohd. Hanafi Ahmad Hijazi
2013	—	`conf`	A Literature Review and Discussion of Malay Rule - Based Affix Elimination Algorithms. KMO Rayner Alfred, Leow Ching Leong, Chin Kim On, Patricia Anthony
2013	—	`conf`	A Rule-Based Named-Entity Recognition for Malay Articles. ADMA (1) Rayner Alfred, Leow Ching Leong, Chin Kim On, Patricia Anthony, Tan Soo Fun, Mohd Norhisham Bin Razali, Mohd. Hanafi Ahmad Hijazi
2013	—	`conf`	A Ruled-Based Part of Speech (RPOS) Tagger for Malay Text Articles. ACIIDS (2) Rayner Alfred, Adam Mujat, Joe Henry Obit
2013	—	`conf`	A Visualization Approach to Automatic Text Documents Categorization Based on HAC. KMO Rayner Alfred, Mohd Norhisham Bin Razali, Suraya Alias, Chin Kim On
2013	—	`conf`	A comparison on the performance of crossover techniques in video game. ICCSCE Kim Soon Gan, Tse Guan Tan, Chin Kim On, Rayner Alfred, Patricia Anthony
2013	—	`conf`	A review of stock market prediction with Artificial neural network (ANN). ICCSCE Chang Sim Vui, Kim Soon Gan, Chin Kim On, Rayner Alfred, Patricia Anthony
2013	—	`conf`	Automated Evaluation for AI Controllers in Tower Defense Game Using Genetic Algorithm. M-CAIT Tse Guan Tan, Yung Nan Yong, Chin Kim On, Jason Teo, Rayner Alfred
2013	—	`conf`	Concepts Labeling of Document Clusters Using a Hierarchical Agglomerative Clustering (HAC) Technique. KMO Rayner Alfred, Tan Soo Fun, Asni Tahir, Chin Kim On, Patricia Anthony
2013	—	`conf`	Dimensionality Reduction in Data Summarization Approach to Learning Relational Data. ACIIDS (1) Seng Kheau Chung, Rayner Alfred, Lau Hui Keng
2013	—	`conf`	Enrichment of BOW Representation with Syntactic and Semantic Background Knowledge. M-CAIT Rayner Alfred, Patricia Anthony, Suraya Alias, Asni Tahir, Chin Kim On, Lau Hui Keng
2013	—	`conf`	Learning Relational Data Based on Multiple Instances of Summarized Data Using DARA. M-CAIT Florence Sia, Rayner Alfred, Chin Kim On
2013	—	`conf`	Ontology-Based Query Expansion for Supporting Information Retrieval in Agriculture. KMO Rayner Alfred, Chin Kim On, Patricia Anthony, Phang Wai San, Tan Li Im, Leow Ching Leong, Kim Soon Gan
2013	—	`conf`	Self-synthesized controllers for tower defense game using genetic programming. ICCSCE Leow Ching Leong, Kim Soon Gan, Tse Guan Tan, Chin Kim On, Rayner Alfred, Patricia Anthony
2013	—	`conf`	eDARA: Ensembles DARA. ADMA (2) Seng Kheau Chung, Rayner Alfred, HuiKeng Lau
2012	—	`conf`	A Direct Ensemble Classifier for Imbalanced Multiclass Learning. DMO Mohd Shamrie Sainin, Rayner Alfred
2012	B	`conf`	Enhancing Malay Stemming Algorithm with Background Knowledge. PRICAI Leow Ching Leong, Surayaini Basri, Rayner Alfred
2012	—	`conf`	Evolutionary-based feature construction with substitution for data summarization using DARA. DMO Florence Sia, Rayner Alfred
2012	—	`conf`	Unsupervised Learning of Mutagenesis Molecules Structure Based on an Evolutionary-Based Features Selection in DARA. Australasian Conference on Artificial Intelligence Rayner Alfred, Irwansah Amran, Leau Yu Beng, Tan Soo Fun
2011	C	`conf`	Designing a multi-agent approach system for distributed course timetabling. HIS Joe Henry Obit, Djamila Ouelhadj, Dario Landa-Silva, Teong Khan Vun, Rayner Alfred
2011	J	`jnl`	Feature Transformation: A Genetic-Based Feature Construction Method for Data Summarization. Comput. Intell. Rayner Alfred
2010	J	`jnl`	Feature Transformation: a Genetic-Based Feature Construction Method for Data Summarization. Comput. Intell. Rayner Alfred
2010	—	`conf`	Nearest Neighbour Distance Matrix Classification. ADMA (1) Mohd Shamrie Sainin, Rayner Alfred
2009	C	`conf`	A Parallel Hierarchical Agglomerative Clustering Technique for Billingual Corpora Based on Reduced Terms with Automatic Weight Optimization. ADMA Rayner Alfred
2009	C	`conf`	Discovering Knowledge from Multi-relational Data Based on Information Retrieval Theory. ADMA Rayner Alfred
2008	C	`conf`	A Genetic-Based Feature Construction Method for Data Summarisation. ADMA Rayner Alfred
2008	—	`—`	A data summarisation approach to knowledge discovery. Rayner Alfred
2008	—	`conf`	DARA: Data Summarisation with Feature Construction. Asia International Conference on Modelling and Simulation Rayner Alfred
2008	C	`conf`	Dynamic Aggregation of Relational Attributes Based on Feature Construction. ADBIS Rayner Alfred
2008	C	`conf`	Rules Extraction Based on Data Summarisation Approach Using DARA. ADMA Rayner Alfred
2007	—	`conf`	Aggregating Multiple Instances in Relational Database Using Semi-Supervised Genetic Algorithm-based Clustering Technique. ADBIS Research Communications Rayner Alfred, Dimitar Kazakov
2007	—	`conf`	Clustering Approach to Generalized Pattern Identification Based on Multi-instanced Objects with DARA. ADBIS Research Communications Rayner Alfred, Dimitar Kazakov
2007	C	`conf`	Discretization Numbers for Multiple-Instances Problem in Relational Database. ADBIS Rayner Alfred, Dimitar Kazakov
2007	C	`conf`	The Study of Dynamic Aggregation of Relational Attributes on Relational Data Mining. ADMA Rayner Alfred
2006	C	`conf`	Data Summarization Approach to Relational Domain Learning Based on Frequent Pattern to Support the Development of Decision Making. ADMA Rayner Alfred, Dimitar Kazakov
2006	—	`conf`	Pattern-Based Transformation Approach to Relational Domain Learning Using Dynamic Aggregation for Relational Attributes. DMIN Rayner Alfred, Dimitar Kazakov