Items where Author is "Rayner Alfred"

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Article

Rayner Alfred and Zhu Chen and Oliver Valentine Eboy and Zhang Luxuan and Li Renjie (2023) Analysing Trends in the Spatial-Temporal Visitation Patterns of Mainland Chinese Tourists in Sabah, Malaysia based on Weibo Social Big Data. Heliyon. pp. 1-40. ISSN 2405-8440

Sia, Florence Fui Sze and Rayner Alfred (2022) Optimizing Tree-Based Contrast Subspace Mining Using Genetic Algorithm. International Journal of Computational Intelligence Systems, 15. pp. 1-8. ISSN 1875-6891 (P-ISSN) , 1875-6883 (E-ISSN)

Mohd Shamrie Sainin and Rayner Alfred and Faudziah Ahmad (2021) Ensemble meta classifier with sampling and feature selection for data with multiclass imbalance problem. Journal of Information and Communication Technology (JICT), 20. pp. 103-133. ISSN 21803862

Rayner Alfred and Joe Henry Obit (2021) A review on spatial technologies for enhancing malaria control: concepts, tools, and challenges. International Journal on Advanced Science, Engineering and Information Technology, 11 (1). pp. 334-341. ISSN 2088-5334 (Submitted)

Mohd Shamrie Sainin and Rayner Alfred and Faudziah Ahmad (2021) Ensemble meta classifier with sampling and feature selection for data with multiclass imbalance problem. Journal of Information and Communication Technology (JICT), 20 (2). pp. 103-133. ISSN 2180-3862

Rayner Alfred and Loo Yew Jie and Joe Henry Obit and Yuto Lim and Haviluddin Haviluddin and Azreen Azman (2021) Social media mining: a genetic based multiobjective clustering approach to topic modelling. IAENG International Journal of Computer Science, 48. ISSN 1819-656X

Rayner Alfred and Joe Henry Obit and Christie Chin Pei Yee and Haviluddin Haviluddin and Yuto Lim (2021) Towards paddy rice smart farming: a review on big data, machine learning, and rice production tasks. IEEE Access, 9. pp. 50358-20380. ISSN 2169-3536

Tsen, Elcy Yi Ching and Chin, Kim On and Rayner Alfred and Mohd Hanafi Ahmad Hijazi and Guan, Tan Tse (2020) An Android Mobile-based Measurement Application - Object and Interior Room Measurement App. International Journal of Interactive Mobile Technologies (iJIM), 14 (20). pp. 135-152.

Kuan, Yik Junn and Joe Henry Obit and Rayner Alfred and Jetol Bolongkikit and Yu-Beng Leau (2020) An Investigation of Generality in two-layer Multi-agent Framework towards different domains. Computational Science and Technology, 603. pp. 269-278.

Florence Sia Fui Sze and Rayner Alfred and Yuto Lim (2020) Tree-based contrast subspace mining for categorical data. International Journal of Computational Intelligence Systems, 13 (1). pp. 1714-1722. ISSN 1875-6883

Rayner Pailus and Rayner Alfred (2020) A robust illumination-invariant face recognition based on fusion of thermal IR, maximum filter and visible image. TEST: Engineering and Management, 83. pp. 5294-5302. ISSN 0193 - 4120

Ahmed Qusay Sabri and Rayner Alfred (2019) Odour based human identification and classification using neural networks. International Journal of Recent Technology and Engineering (IJRTE), 8. ISSN 2277-3878

Ahmed Qusay Sabri and Rayner Alfred (2019) Effects of handling missing values of VOCS gases emitted from human for human detection. International Journal of Recent Technology and Engineering (IJRTE), 8. pp. 1405-1412. ISSN 2277-3878

Mansour Hassani Abdalla and Joe Henry Obit and Rayner Alfred and Kuan Yik Junn (2019) Sequential integer programming for solving curriculum-based university course timetabling problem. International Journal of Recent Technology and Engineering (IJRTE), 8. pp. 1455-1462. ISSN 2277-3878

Florence Sia Fui Sze and Rayner Alfred (2019) Tree-based mining contrast subspace. International Journal of Advances in Intelligent Informatics, 5 (2). pp. 169-178. ISSN 2442-6571 (P-ISSN) , 2548-3161 (E-ISSN)

Mohd Suhairi Md Suhaimin and Mohd Hanafi Ahmad Hijazi and Rayner Alfred and Frans Coenen (2018) Modified framework for sarcasm detection and classification in sentiment analysis. Indonesian Journal of Electrical Engineering and Computer Science, 13 (3). pp. 1175-1183. ISSN 2502-4752 (P-ISSN) , 2502-4760 (E-ISSN)

Sharifah Nurafizah Syed Annuar and Stephen Laison Sondoh Jr and Andreas Totu and Rayner Alfred and Geoffrey Harvey Tanakinjal (2018) Celebrity Endorsements in Organ Donation Advertisements : Altruism As a Moderator. Journal of Applied Structural Equation Modeling, 2 (2). pp. 78-94. ISSN 2590-4221

Stephen Laison Sondoh Jr and Sharifah Nurafizah Syed Annuar and Andreas Totu and Geoffrey Harvey Tanakinjal and Rayner Alfred (2018) The Effect of Celebrity Endorser Attributes, Issue Involvement and Perceived Social Support on Attitude Towards Organ Donation Registration. Journal of Applied Structural Equation Modeling, 2 (2). pp. 34-48. ISSN 2590-4221

Purnawansyah and Haviluddin and Rayner Alfred and Achmad Fanany Onnlita Gaffar (2018) Network traffic time series performance analysis using statistical methods. Knowledge Engineering and Data Science (KEDS), 1 (1). pp. 1-7. ISSN 2597-4602 (P-ISSN) , 2537-4637 (E-ISSN)

Chin Kim On and Ng Wai Foong and Tan Tse Guan and Rayner Alfred and Jason Teo and Ag Asri Ag Ibrahim (2018) Development of Rule-based Procedural Content Generation for 2-Dimensional RPG. Advanced Science Letters, 24 (2). pp. 1447-1450. ISSN 1936-6612

Mohd Suhairi Md Suhaimin and Mohd Hanafi Ahmad Hijazi and Rayner Alfred and Frans Coenen (2018) Mechanism for sarcasm detection and classification in Malay social media. Advanced Science Letters, 24 (2). pp. 1388-1392. ISSN 1936-6612

Ian Kevin Witus and Chin Kim On and Rayner Alfred and Ag Asri Ag Ibrahim and Tan Tse Guan and Patricia Anthony (2018) A Review of Computer Vision Methods for Fruit Recognition. Advanced Science Letters, 24 (2). pp. 1538-1542. ISSN 1936-6612

Joe Henry Obit and Yik Junn Kuan and Rayner Alfred (2017) Performance comparison of linear and non-linear great deluge algorithms in solving university course timetabling problems. Advanced Science Letters, 23 (11). pp. 11027-11030. ISSN 1936-6612

Joe Henry Obit and Rayner Alfred and Mansour Hassani Abdalla (2017) A PSO inspired asynchronous cooperative distributed hyper-heuristic for course timetabling problems. Advanced Science Letters, 23. pp. 11016-11022. ISSN 1936-6612 (P-ISSN) , 19367317 (E-ISSN)

Joe Henry Obit and Kuan Yik Junn and Rayner Alfred (2017) A performance comparison of metaheuristics search for university course timetabling problems. Journal of Computational and Theoretical Nanoscience, 23. pp. 11012-11015. ISSN 1936-6612 (P-ISSN) , 1936-7317 (E-ISSN)

Chin, Kim On and Teo, Kein Yau and Rayner Alfred and Jason Teo and Patricia Anthony and Wang, Cheng (2016) Backpropagation neural ensemble for localizing and recognizing non-standardized Malaysia's car plates. International Journal on Advanced Science, Engineering, and Information Technology, 6. pp. 1112-1119. ISSN 2088-5334 (P-ISSN) , 2460-6952 (E-ISSN)

Chin, Kim On and Teo, Kein Yau and Rayner Alfred and Teo, Jason Tze Wi and Patricia Anthony and Wang, Cheng (2016) Backpropagation neural ensemble for localizing and recognizing non-standardized Malaysia’s car plates. International Journal on Advanced Science, Engineering and Information Technology, 6 (6). pp. 1112-1119. ISSN 2088-5334

Khalifa Chekima and Chin Kim On and Rayner Alfred and Patricia Anthony (2014) Document recommender agent based on hybrid approach. International Journal Of Machine Learning and Computing, 4 (2). pp. 151-156. ISSN 2010-3700

Tse, Guan Tan and Teo, Jason Tze Wi and Rayner Alfred and Kim, On Chin (2013) A coevolutionary multiobjective evolutionary algorithm for game artificial intelligence. Asia-Pacific Journal of Information Technology and Multimedia, 2 (2). pp. 53-61. ISSN 2289-2192

Shi, Jun Long and Chin, Kim On and Teo, Jason Tze Wi and Tan, Tse Guan and Rayner Alfred and Patricia Anthony (2013) Evolving controllers for simulated car racing using differential evolution. Asia-Pacific Journal of Information Technology and Multimedia, 2 (1). pp. 57-68. ISSN 2289-2192

Ng Zhen Wei and Chan Chen Jie and Rayner Alfred and Joe Henry Obit (2012) A genetic-based HAC technique for parallel clustering of bilingual Malay-English corpora. International Journal of Computer Science and its Applications, 2. pp. 161-168. ISSN 2250-3765

Chung Seng Kheau and Rayner Alfred and Joe Henry Obit (2011) BioDARA: data summarization approach to extracting bio-medical structuring information. Journal of Computer Science, 7. pp. 1914-1920. ISSN 1549-3636 (P-ISSN) ,1552-6607 (E-ISSN)

Rayner Alfred (2010) Summarizing relational data using semi-supervised genetic algorithm-based clustering techniques. Journal of Computer Science, 6 (7). pp. 775-784. ISSN 1549-3636

Rayner Alfred (2010) Feature transformation: A genetic-based feature construction method for data summarization. Computational Intelligence, 26 (3). pp. 337-357. ISSN 0824-7935

Rayner Alfred (2009) Optimizing feature construction process for dynamic aggregation of relational attributes. Journal of Computer Science, 5 (11). pp. 864-877. ISSN 1549-3636

Rayner Alfred (2009) Discretization numerical data for relational data with one-to-many relations. Journal of Computer Science, 5 (7). pp. 519-528. ISSN 1549-3636

Kheau, Chung Seng and Rayner Alfred and Obit, Joe Henry (2011) BioDARA : Data summarization approach to extracting Bio-medical structuring information. Journal of Computer Science, 7 (12). pp. 1914-1920. ISSN 1549-3636

Abdul Wahab Ahmad Zafir and Junaidi Payne and Azlan Mohamed and Lau, Ching Fong and Dionysius Shankar Kumar Sharma and Rayner Alfred and Williams, Amirtharaj Christy and Nathan, Senthival and Ramono, Widodo S. and Clements, Gopalasamy Reuben (2011) Now or never: What will it take to save the Sumatran rhinoceros Dicerorhinus sumatrensis from extinction? ORYX, 45 (2). pp. 225-233. ISSN 0030-6053

Rayner Alfred and Abdul Hamid Ahmad and Junaidi Payne and Williams, Christina L. and Laurentius Nayan Ambu and Phua, Mui How and Goossens, Benoit (2012) Home range and ranging behaviour of bornean elephant (elephas maximus borneensis) females. PLoS ONE, 7 (2). ISSN 1932-6203

Rayner Alfred and Haviluddin (2014) Forecasting network activities using ARIMA method. Journal of Advances in Computer Networks, 2 (3). pp. 173-177. ISSN 1793-8244

Tan, Li Im and Phang, Wai San and Chin, Kim On and Rayner Alfred and Patricia Anthony (2014) Impact of financial news headline and content to market sentiment. International Journal of Machine Learning and Computing, 4 (3). pp. 237-242. ISSN 2010-3700

Rayner Alfred and Patricia Anthony and Leow, Chin Leong and Chin, Kim On (2014) Malay named entity recognition based on rule-based approach. International Journal of Machine Learning and Computing, 4 (3). pp. 300-306. ISSN 2010-3700

Rayner Alfred and Patricia Anthony and Gan, Kim Soon and Chin, Kim On (2014) A robust framework for web information extraction and retrieval. International Journal Of Machine Learning and Computing, 4 (2). pp. 151-156. ISSN 2010-3700

Rayner Alfred and Haviluddin (2014) Performance measurement in ITG based on balanced scorecard. International Journal of Informatics and Communication Technology (IJ-ICT), 3 (3). pp. 31-37. ISSN 2252-8776

Rayner Alfred and Kim On Chin and Kim Soon Gan and Patricia Anthony and Dickson Lukose (2014) Agent architecture: an overview. Transactions on Science and Technology, 1 (1). pp. 18-35.

Rayner Alfred and Florence Sia and Leau, Yu Beng and Tan, Soo Fun (2013) A random length feature construction method for Learning relational data using DARA. INTERNATIONAL JOURNAL OF INFORMATION PROCESSING AND MANAGEMENT. pp. 103-113.

Rayner Alfred and Adam Mujat and Joe Henry Obit (2013) A ruled-based part of speech (RPOS) tagger for malay text articles. Intelligent Information and Database Systems, 7803. pp. 50-59.

Rayner Alfred and Patricia Anthony and Suraya Alias and Asni Tahir and Kim, On Chin and Lau, Hui Keng (2013) Enrichment of BOW representation with syntactic and semantic background knowledge. Communications in Computer and Information Science, 24. pp. 283-292. ISSN 1865-0929

Rayner Alfred and Chung, Seng Kheau and Lau, Hui Keng (2013) Dimensionality reduction in data summarization approach to learning relational data.  Intelligent Information and Database Systems, 7802. pp. 166-175.

Rayner Alfred and Tan, Tse Guan and Yong, Yung Nan and Chin, Kim On and Jason Teo (2013) Automated evaluation for AI controllers in tower defense game using genetic Algorithm. Communications in Computer and Information Science, 378. pp. 135-146. ISSN 1865-0929

Rayner Alfred and Florence Sia and Kim, On Chin (2013) Learning relational data based on multiple instances of summarized data using DARA. Soft Computing Applications and Intelligent Systems, 378. pp. 293-301.

Rayner Alfred (2010) Dynamic aggregation of relational attributes based on feature construction. Computational Intelligence, 26 (3). pp. 337-357. ISSN 0824-7935

Rayner Alfred (2010) Summarizing relational data using semi-supervised genetic algorithm-based clustering techniques. Journal of Computer Science, 6 (7). pp. 775-784. ISSN 1549-3636

Rayner Alfred and Joe Henry Obit and Djamila Ouelhadj and Dario Landa-Silva (2012) An evolutionary non-linear great deluge approach for solving course timetabling problems. IJCSI International Journal of Computer Science Issues. pp. 269-276. ISSN 1694-0814

Rayner Alfred and Gabriel Jong Chiye and Mohd Hanafi Ahmad Hijazi and Joe Henry Obit and Kim, On Chin and Lau, Hui Keng (2015) A genetic algorithm clustering ensemble approach to learning relational database. Advanced Science Letters, 21 (10). pp. 3314-3318.

Chin, Kim On and Chang, Kee Tong and Rayner Alfred and Wang Cheng and Tan, Tse Guan (2015) Self-Evaluation of RTS Troop's performance. Journal of Teknologi. pp. 119-126. ISSN 2180–3722

Rayner Alfred and Leow, Ching Leong and Mohd Hanafi Ahmad Hijazi and Joe Henry Obit and Chin, Kim On (2015) Clustering bilingual documents using various clustering linkages coupled with different proximity measurement techniques. Advanced Science Letters, 21 (10). pp. 3308-3312.

Rayner Alfred and Leow Ching Leong, Ching Leong and Joe Henry Obit and Mohd Hanafi Ahmad Hijazi and Chin, Kim On (2015) Clustering bilingual documents using various clustering linkages coupled with different proximity measurement techniques. Advanced Science Letters, 21 (10). pp. 3307-3312. ISSN 1936-6612

Hung, Lai Po and Rayner Alfred and Mohd Hanafi Ahmad Hijazi and Ag. Asri Ag. Ibrahim (2015) A review on the ensemble framework for sentiment analysis. Advanced Science Letters, 21 (10). pp. 2957-2962.

Hung, Lai Po and Rayner Alfred and Mohd Hanafi Ahmad Hijazi (2015) A review on feature selection methods for sentiment analysis. Advanced Science Letters, 21 (10). pp. 2952-2956. ISSN 1936-6612

Rayner Alfred and Surayaini Basri and Joe Henry Obit and Zamhar Iswandono Awang Ismail (2015) Improved automatic spell checker for malay blog. Advanced Science Letters, 21 (10). pp. 3342-3345. ISSN 1936-6612

Asni Tahir and Siti Hasnah Tanalol and Salmah Fattah and Patricia Anthony and Rayner Alfred and Helena Appolonius (2012) A review of the research on ontology-based user modeling for personalized learning environment. EDULEARN 2012.

Rayner Alfred and Gabriel Jong Chiye and Joe Henry Obit and Mohd Hanafi Ahmad Hijazi and Chin, Kim On and Hui, Keng Lau (2015) A genetic algorithm based clustering ensemble approach to learning relational databases. Advanced Science Letters, 21 (10). pp. 3313-3317.

Alfred Raymond and Hue, Koh Pei and Khee, Lee Shan and Rayner Alfred (2010) The importance of maintaining a proper database on forest restoration program for orangutans in Borneo. American Journal of Environmental Sciences, 6 (2). pp. 137-151. ISSN 1553-345X

Book

Tan, Li June and Joe Henry Obit and Leau, Yu Beng and Jetol Bolongkikit and Rayner Alfred (2020) Sequential Constructive Algorithm incorporate with Fuzzy Logic for Solving Real World Course Timetabling Problem. Lecture Notes in Electrical Engineering, vol 603 . Springer, Singapore (E-Book). ISBN 978-981-15-0057-2

Rayner Alfred and Leow, Ching Leong and Chin Kim On and Patricia Anthony and Tan, Soo Fun and Mohd Norhisham Bin Razali and Mohd Hanafi Ahmad Hijazi (2013) A Rule-Based Named-Entity Recognition for Malay Articles. Springer-Verlag Berlin Heidelberg, Springer-Verlag Berlin Heidelberg. ISBN 978-3-642-53913-8

Chapter In Book

Kuan, Yik Junn and Joe Henry Obit and Rayner Alfred and Jetol Bolongkikit (2019) A Formal Model of Multi-agent System for University Course Timetabling Problems. pp. 215-225.

Lai, Po Hung and Rayner Alfred (2017) A performance comparison of feature extraction methods for sentiment analysis. Studies in Computational Intelligence, 710. pp. 379-390. ISSN 1860-949X

Conference or Workshop Item

Bridget Geoffrey Lojonon and Rayner Alfred (2021) Factors affecting government employees’ acceptance of EDMS: a systematic review. In: International Conference on Computational Science and Technology, ICCST 2020, 29 - 30 August 2020, Kota Kinabalu, Malaysia.

Chen Z and Rayner Alfred and Oliver Valentine Eboy (2021) Modeling tourism using spatial analysis based on social media big data: a review. In: International Conference on Computational Science and Technology, ICCST 2020, 29 - 30 August 2020, Pattaya, Thailand.

Bridget Geoffrey Lojonon and Rayner Alfred (2021) Prioritization of factors affecting government employees’ acceptance of EDMS using the analytic hierarchy process (AHP) method. In: International Conference on Computational Science and Technology, ICCST 2020, 29 - 30 August 2020, Pattaya, Thailand.

Nosius Luaran and Rayner Alfred and Joe Henry Obit and Chin Kim On (2021) A review on deep learning approaches to forecasting the changes of sea level. In: International Conference on Computational Science and Technology, ICCST 2020, 29 - 30 August 2020, Pattaya, Thailand.

Wang Dawei and Rayner Alfred and Joe Henry Obit and Chin Kim On (2021) A literature review on text classification and sentiment analysis approaches. In: International Conference on Computational Science and Technology, ICCST 2020, 29–30 August 2019, Kota Kinabalu, Malaysia.

Rayner Alfred and Hin, Fuk Yu (2020) Automated scheduling of hostel room allocation using genetic algorithm. In: Data Management, Analytics and Innovation. Advances in Intelligent Systems and Computing, Springer, Singapore.

Tan, Li June and Joe H. Obit and Leau, Yu Beng and Jetol Bolongkikit and Rayner Alfred (2020) Sequential constructive algorithm incorporate with fuzzy logic for solving real world course timetabling problem. In: Computational Science and Technology.

Mansour Hassani Abdalla and Joe Henry Obit and Rayner Alfred and Jetol Bolongkikit (2018) Agent based integer programming framework for solving real-life curriculum-based university course timetabling. In: 5th ICCST 2018, 29 - 30 August 2018, Kota Kinabalu, Malaysia.

Joe Henry Obit and Kuan, Yik Junn and Rayner Alfred and Jetol Bolongkikit and Ong, Yan Sheng (2018) An investigation towards hostel space allocation problem with stochastic algorithms. In: Computational Science and Technology 5th ICCST 2018, 29-30 August 2018, Kota Kinabalu, Malaysia.

Rayner Alfred and Leow, Ching Leong and Joe Henry Obit (2017) An evolutionary-based term reduction approach to bilingual clustering of Malay-English corpora. In: International Conference on Advances in Information and Communication Technology (ICTA 2016), 12–13 December 2016, Thai Nguyen city, Vietnam.

Chin, Kim On and Teo, Kein Yao and Rayner Alfred and Ag Asri Ag Ibrahim and Wang, Cheng and Tan, Tse Guan (2016) A Comparison of BPNN, RBF, and ENN in Number Plate Recognition. In: Second International Conference, SCDS 2016, 21-22 September 2016, Kuala Lumpur, Malaysia.

Haviluddin Haviluddin and Rayner Alfred (2015) Performance of modeling time series using nonlinear autoregressive with eXogenous input (NARX) in the network traffic forecasting. In: 2015 International Conference on Science in Information Technology (ICSITech), 27-28 October 2015, Yogyakarta, Indonesia.

Tan, Li Im and Phang, Wai San and Chin, Kim On and Rayner Alfred and Patricia Anthony (2013) Analysing market sentiment in financial news using lexical approach. In: 2013 IEEE Conference on Open Systems (ICOS), 2-4 December 2013, Kuching, Malaysia. (In Press)

Rayner Alfred (2008) Rules extraction based on data summarisation approach using DARA. In: 4th International Conference on Advanced Data Mining and Applications (ADMA 2008), 8-10 October 2008, Chengdu, China.

Rayner Alfred (2008) A genetic-based feature construction method for data summarisation. In: 4th International Conference on Advanced Data Mining and Applications (ADMA 2008), 8-10 October 2008, Chengdu, China.

Mohd Shamrie Sainin and Rayner Alfred (2010) Nearest neighbour distance matrix classification. In: 6th International Conference on Advanced Data Mining and Applications (ADMA 2010), 19-21 November 2010, Chongqing, China.

Rayner Alfred (2009) An optimized term weights based clustering for bilingual parallel. In: International Conference on Advanced Computer Theory and Engineering (ICACTE ), 25-27 September 2009, Cairo, Egypt.

Rayner Alfred (2009) Discovering knowledge from multi-relational data based on information retrieval theory. In: 5th International Conference on Advanced Data Mining and Applications (ADMA), 17-19 August 2009, Beijing, China..

Rayner Alfred (2009) A parallel hierarchical agglomerative clustering technique for billingual corpora based on reduced terms with automatic weight optimization. In: 5th International Conference on Advanced Data Mining and Applications (ADMA), 17-19 August 2009, Beijing, China.

Rayner Alfred (2008) DARA : Data summarisation with feature construction. In: 2nd Asia International Conference on Modelling and Simulation (AMS), 13-15 May 2008, Kuala Lumpur.

Rayner Alfred (2007) The study of dynamic aggregation of relational attributes on relational data mining. In: 3rd International Conference on Advanced Data Mining and Applications, (ADMA 2007), 6-8 August 2007, Haerbin, Heilongjiang China.

Rayner Alfred and Kazakov Dimitar L. (2007) Handling datasets in a multi-relational environment : Cluster dispersion vs cluster purity. In: 2007 4th IEEE Workshop on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), 6-8 September 2007, Dortmund, Germany.

Rayner Alfred and Kazakov, Dimitar L. (2007) Discretization numbers for multiple-instances problem in relational database. In: 11th East European Conference on Advances in Databases and Information Systems, (ADBIS 2007) , 29 September - 3 October 2007, Varna, Northern Bulgaria.

Rayner Alfred and Kazakov, Dimitar L. (2006) Data summarization approach to relational domain learning based on frequent pattern to support the development of decision making. In: 2nd International Conference on Advanced Data Mining and Applications, ADMA 2006, 14-16 August 2006, Xi'an.

Joe Henry Obit and Ouelhadj, Djamila and Dario, Landa-Silva and Teong, Khan Vun and Rayner Alfred (2011) Designing a multi-agent approach system for distributed course timetabling. In: 2011 11th International Conference on Hybrid Intelligent Systems, HIS 2011, 5-8 December 2011, Malacca, Malaysia.

Mohd Shamrie Sainin and Rayner Alfred (2011) A genetic based wrapper feature selection approach using Nearest Neighbour Distance Matrix. In: 2011 3rd Conference on Data Mining and Optimization, DMO 2011, 28-29 June 2011, Putrajaya, Malaysia .

Leong, Leow Ching and Surayaini Basri and Rayner Alfred (2012) Enhancing Malay stemming algorithm with background knowledge. In: 12th Pacific Rim International Conference on Artificial Intelligence, PRICAI 2012, 3-7 September 2012, Kuching, Sarawak.

Rayner Alfred and Leau, Yu Beng and Tan, Soo Fun and Sia, Florence Fui Sze (2012) A variable length feature construction method for data summarization using DARA. In: 2012 7th International Conference on Computing and Convergence Technology (ICCIT,ICEI and ICACT), 3-5 December 2012, Seoul, Korea.

Rayner Alfred and Haviluddin (2014) Comparison of ANN back propagation techniques in modelling network traffic activities. In: 1 st International Conference on Science and Technology for Sustainability.

Rayner Alfred (2007) The study of dynamic aggregation of relational attributes on relational data mining. In:  Advanced Data Mining and Applications, Third International Conference, ADMA 2007, August 6-8, 2007, Harbin, China.

Rayner Alfred and Patricia Anthony and Chin, Kim On and Phang, Wai San and Tan, Li Im and Gan, Kim Soon and Leow Ching Leong, Ching Leong (2014) Ontology-based query expansion for supporting information retrieval in agriculture. In: The 8th International Conference on Knowledge Management in Organizations.

Rayner Alfred and Leow Ching Leong and Patricia Anthony and Chin, Kim On (2014) A literature review and discussion of malay rule-based affix elimination algorithms. In: The 8th International Conference on Knowledge Management in Organizations.

Rayner Alfred and Kim, Soon Gan and Kim, On Chin and Patricia Anthony (2014) A comparison of distance methods effectiveness in retrieving relevant articles in agricultural domain. In: International Conference on Computational Science and Technology.

Rayner Alfred and Mohd Norhisham Bin Razali and Suraya Alias and Chin, Kim On (2014) A visualization approach to automatic text documents categorization based on HAC. In: The 8th International Conference on Knowledge Management in Organizations.

Rayner Alfred and Chang, Sim Vui and Gan, Kim Soon and Chin, Kim On (2013) A review of stock market prediction with artificial neural network (ANN). In: 2013 IEEE International Conference on Control System, Computing and Engineering.

Rayner Alfred and Leow, Chin Leong and Gan, Kim Soon and Tan, Tse Guan and Chin, Kim On (2013) Self-Synthesized controllers for tower defense game using Genetic Programming. In: International Conference on Control System, Computing and Engineering.

Rayner Alfred and Gan, Kim Soon and Tan, Tse Guan and Chin, Kim On (2013) A comparison on the performance of crossover techniques in video game. In: International Conference on Control System, Computing and Engineering.

Rayner Alfred and Irwansah Amran and Leau, Yu Beng and Tan, Soo Fun (2012) Unsupervised learning of mutagenesis molecules structure based on an evolutionary-based features selection in DARA. In:  Proceedings of the 25th Australasian joint conference on Advances in Artificial Intelligence.

Rayner Alfred and Haviluddin and Patricia Anthony (2012) The utilization of COBIT framework within IT governance: A study of literature. In: The 2nd ACIKITA International Conference on Science and Technology (AICST), Jakarta.

Rayner Alfred and Mohd Shamrie Sainin (2012) A direct ensemble classifier for imbalanced multiclass learning. In: Data Mining and Optimization (DMO), 2012 4th Conference on, 2-4 Sept. 2012, Langkawi.

Rayner Alfred and Florence Sia (2012) Evolutionary-based feature construction with substitution for data summarization using DARA. In: 2012 4th Conference on Data Mining and Optimization (DMO), 2-4 Sept. 2012, Langkawi.

Khalifa Chekima and Rayner Alfred and Chin, Kim On and Gan, Kim Soon (2012) Document categorizer agent based on ACM hierarchy. In: Control System, Computing and Engineering (ICCSCE), 2012 IEEE International Conference on.

Rayner Alfred and Surayaini Binti Basri and Chin, Kim On (2012) Automatic spell checker for malay blog. In: Control System, Computing and Engineering (ICCSCE), 2012 IEEE International Conference on.

Rayner Alfred and Mohd Shamrie Sainin (2009) Half leaf shape feature extraction for leaf identification. In: 1st Malaysian Joint Conference on Artificial Intelligence (MJCAI2009).

Rayner Alfred (2008) Dynamic aggregation of relational attributes based on feature construction. In: Advances in Databases and Information Systems, 12th East European Conference, ADBIS 2008, Pori, Finland, September 5-9, 2008. Proceedings, 5-9 September 2008, Pori, Finland.

Rayner Alfred (2008) A genetic-gased feature construction method for data summarisation. In: Advances in Databases and Information Systems, 12th East European Conference, ADBIS 2008, Pori, Finland, September 5-9, 2008. Proceedings, Pori Finland.

Rayner Alfred (2008) DARA: data summarisation with feature construction. In: Kuala Lumpur, 13-15 May 2008.

Rayner Alfred and Dimitar Kazakov (2007) A clustering approach to generalized pattern identification based on multi-instanced objects with DARA. In: Communications of the Eleventh East-European Conference on Advances in Databases and Information Systems, September 29 - October 3, 2007, Varna, Bulgaria.

Rayner Alfred and Dimitar Kazakov (2007) Aggregating multiple instances in relational database using semi-supervised genetic algorithm-based clustering technique. In: Communications of the Eleventh East-European Conference on Advances in Databases and Information Systems, September 29 - October 3, 2007, Varna, Bulgaria.

Rayner Alfred and Dimitar Kazakov (2006) Data summarization approach to relational domain learning based on frequent pattern to support the development of decision making. In: : Advanced Data Mining and Applications, Second International Conference, ADMA 2006, August 14-16, 2006, Xi'an, China.

Rayner Alfred and Dimitar Kazakov (2006) Pattern-based transformation approach to relational domain learning using dynamic aggregation for relational attributes. In: Proceedings of the 2006 International Conference on Data Mining, DMIN 2006, June 26-29, 2006, Las Vegas, Nevada, USA.

Haviluddin and Rayner Alfred (2016) A genetic-based backpropagation neural network for forecasting in time-series data. In: International Conference on Science in Information Technology, ICSITech 2015, 27-28 October 2015, Yogyakarta, Indonesia.

Rayner Alfred and Leong, Leow Ching and On, Chin Kim and Patricia Anthony and Tan, Soo Fun and Mohd Norhisham Razali and Mohd Hanafi Ahmad Hijazi (2013) A rule-based named-entity recognition for malay articles. In: International Conference on Advanced Data Mining and Applications, 14-16 December 2013, Hangzhou, China.

Proceedings

Velentine Jaulip and Rayner Alfred (2022) A review on statistical and machine learning approaches to forecasting the occurrence of covid-19 positive cases.

Lerryson Jomin and Rayner Alfred (2022) A review on the hyperparameters used in machine learning approaches for classifying paddy rice field.

Haviluddin Haviluddin and Muhammad Iqbal and Gubtha Mahendra Putra and Novianti Puspitasari and Hario Jati Setyadi and Felix Andika Dwiyanto and Aji Prasetya Wibawa and Rayner Alfred (2021) A performance comparison of euclidean, manhattan and minkowski distances in k-means clustering.

Dawei Wang and Rayner Alfred (2020) A review on sentiment analysis model Chinese Weibo text.

Rayner Alfred and Lun,, Chew Ye (2020) Unsupervised learning of image data using generative adversarial network.

Research Report

Rayner Alfred and Suraya Alias and Chin, Kim On (2015) An evolutionary based features construction methods for data summarization approach. (Unpublished)

Mohd Norhisham Razali and Rayner Alfred and Chin, Kim On (2015) An intelligent categorization tool for malay research articles. (Unpublished)

Chin, Kim On and Jason Teo and Rayner Alfred and Lau, Hui Keng and Mohd Hanafi B. Ahmad Hijazi and Norhayati Daut and Chang, Kee Tong and Yap, Khong Lim and Gabriel Jong Chiye and Teo, Kein Yau and Kung, Ke Shin (2014) Exploring the potential of designing automated content builder for mobile apps using evolutionary computing methods. (Unpublished)

Rayner Alfred and Leau, Yu Beng and Tan, Soo Fun (2012) Development of a diversified ensemble data summarization (DDS) tool for learning medical data in a multi relational environment. (Unpublished)

Tan, Soo Fun and Rayner Alfred and Chin, Kim On (2012) Learning relational data using clustering ensembles techniques. (Unpublished)

Mohd Norhisham Razali and Rayner Alfred and Suraya Alias and Asni Tahir (2011) Development of a text analyzer for automatic categorization of texts documents based on interactive visualization approach.

Rayner Alfred and Suraya Alias and Asni Tahir (2011) Enhancing document clustering by integrating semantic background knowledge and syntactic features into the bag of words representation. (Unpublished)

Rayner Alfred and Leau, Yu Beng and Tan, Soo Fun (2011) Enhancing knowledge management by developing an automated document Labelling based on concepts aggregation using Hac technique. (Unpublished)

Teo, Jason Tze Wi and Chin, Kim On and Rayner Alfred and Ong Jia Hui (2010) Automatic generation of mobile content in entertainment applications using evolutionary computing. (Unpublished)

Rayner Alfred and Jason Teo and Chung, Seng Kheau (2010) Development of a genetic-based hierarchical agglomerative clustering technique for parallel clustering of bilingual corpora based on reduced terms. (Unpublished)

Chung Seng Kheau and Rayner Alfred and Lau, Hui Keng and Jason Teo and Mohd. Hanafi Ahmad Hijazi and Nurul'alam Mohd. Yaakub (2007) Danger theory inspired artificial immune system for pattern recognition. (Unpublished)

This list was generated on Fri Mar 29 16:22:16 2024 +08.