Chulalongkorn University | Faculty of Science | Department of Mathematics and Computer Science
Dr. Krung Sinapiromsaran

Krung Sinapiromsaran

Assistant Professor
Department of Mathematics and Computer Science,
Faculty of Science

Chulalongkorn University
Phryathai Road, Wangmai, Patumwon,
Bangkok 10330, Thailand
Office:Mahavachirunahit 1208/16
Telephone: +662-218-5150
Fax: +662-255-2287
Email: Krung.S@chula.ac.th
http://pioneer.netserv.chula.ac.th/~skrung
http://www.infolyst.net/

Current courses

Courses and Activities


Curriculum Vitae
Assistant Professor in Computer Sciences, Faculty of Science, Chulalongkorn University, October 2002.
Ph.D. in Computer Sciences, University of Wisconsin-Madison, December 2000.
M.S. in Computer Sciences, University of Wisconsin-Madison, May 1993.
B.S. in Mathematics, Chulalongkorn University, June 1989.

Research summary

I am currently investigating big data analytics via MapReduce concept. I am now applying mathematical programming, knowledge discovery, statistics on various problems related to data science. The on going researches are related to the linear and nonlinear programming (improved the current methodologies and algorithms), the simulation optimization, class imbalance problem (Safe-level SMOTE, DBSMOTE), datamining techniques and algorithms (via recursive partitioning concept) and distributed algorithms via MapReduce. I incorporate Mathematics, Mathematical programming, Statistic concept such as linear programming, network programming, nonlinear programming, mathematical logic, and machine intelligent in order to solve problems in broad areas.

Publications

Proceedings of the conference

Paisit Khanarsa and Krung Sinapiromsaran
Multiple Optimal ARIMA Subsequences Aggregate Time Series Model to Forecast Cash in ATM
The 9thInternational Conference on Knowledge and Smart Technology (KST 2017), February 1-4, 2017.
Warunya Kiangia, Arthorn Luangsodsai and Krung Sinapiromsaran
Weighted Minimum Consecutive Pair of The Extreme Pole Outlier Factor
The 20thInternational Computer Science and Engineering Conference (IEEE ICSEC 2016), December 14-17, 2016.
Chalee Boonprasop and Krung Sinapiromsaran
Bi-orbital Extreme Pole Clustering Algorithm
International Conference on Applied Statistics (ICAS) 2016, Phuket Bangkok, July 13-15, 2016.
Nutcha Yawila, Boonyarit Intiyot and Krung Sinapiromsaran
Simplex method with objective jump
International Conference on Applied Statistics (ICAS) 2016, Phuket Bangkok, July 13-15, 2016.
Senee Kitimoon and Krung Sinapiromsaran
Anomaly Detection on Time Series from Furthest Neighbor Subseries Window
International Conference on Applied Statistics (ICAS) 2016, Phuket Bangkok, July 13-15, 2016.
Rujira Visuthirattanamanee, Krung Sinapiromsaran and Aua-aree Boonperm
The simplex algorithm improvement for unrestricted variable problem
The 5thTKU-KMITL Joint International Symposium on Mathematics and Applied Mathematics (MAM2016), March 21-22, 2016.
Suebkul Kanchanasuk and Krung Sinapiromsaran
Recursive Binary Tube Partitioning for Classification
Proceedings in Adaptation, Learning and Optimization, on Intelligent and Evolutionary Systems Volume 5, 12 November 2015, pp 99-107.
Panote Songwattanasiri and Krung Sinapiromsaran
Extreme-Centroid Tree for Outlier Detection
Proceedings in Adaptation, Learning and Optimization, on Intelligent and Evolutionary Systems Volume 5, 12 November 2015, pp 109-117.
Kittiphong Chankong, Boonyarit Intiyot and Krung Sinapiromsaran
Absolute change pivot rule for the simplex algorithm
International MultiConference of Engineers and Computer Scientists, Hong Kong, 12-14 March 2014, p. 1209-1213.
Aua-aree Boonperm and Krung Sinapiromsaran
The artificial-free technique along the objective direction for the simplex algorithm,
2nd International Conference on Mathematical Modeling in Physical Sciences 2013 (IC-MSQUARE 2013), 1-5 Sept. 2013, Prague, Czech Republic, On-line in Journal of Physics:Conference Series 490 (2014) 012193 pp 1-4.
Monsicha Tipawanna and Krung Sinapiromsaran
Max-out-in pivot rule with Dantzig's safeguarding rule for the simplex method,
2nd International Conference on Mathematical Modeling in Physical Sciences 2013 (IC-MSQUARE 2013), 1-5 Sept. 2013, Prague, Czech Republic, On-line in Journal of Physics:Conference Series 490 (2014) 012196 pp 1-4.
Benjapun Kaveelerdpotjana, Boonyarit Intiyot and Krung Sinapiromsaran
Farthest boundary clustering algorithm:Half-orbital extreme pole,
2013 International Computer Science and Engineering Conference (ICSEC 2013), 4-6 Sept. 2013, ISBN:978-1-4673-5322-9 pp 168-173.
Nattorn Buthong, Arthorn Luangsodsai and Krung Sinapiromsaran
Outlier detection score based on ordered distance difference,
2013 International Computer Science and Engineering Conference (ICSEC 2013), 4-6 Sept. 2013, ISBN:978-1-4673-5322-9 pp 157-162.
Chaowalit Bunchom and Krung Sinapiromsaran
Mixed integer mathematical programming model for the glass container production scheduling,,
The 18th Annual Meeting in Mathematics (2013), Krabi, Thailand, 14-16 March 2013, on page 72 (abstract).
Pimsiri Ponsap, Phantipa Thipwiwatpotjana and Krung Sinapiromsaran
Multiple Change-point Autoregressive Moving Average Model,,
The 18th Annual Meeting in Mathematics (2013), Krabi, Thailand, 14-16 March 2013, on page 78 (abstract).
Thakorn Chatchaisathaporn and Krung Sinapiromsaran
Improved particle swarm algorithm by minimum spanning tree for the optimal communication spanning tree problem,
The 18th Annual Meeting in Mathematics (2013), Krabi, Thailand, 14-16 March 2013, on page 73 (abstract).
Charoenchai Sirisomboonrat and Krung Sinapiromsaran
Breast Cancer Diagnosis using Multi-Attributed Lens Recursive Partitioning,
10th International Conference on ICT and Knowledge Engineering 2012 (ICTKE 2012), Bangkok, 21-23 Nov. 2012, ISSN:2157-0981, pp 40-45.
Krung Sinapiromsaran and Narudom Techaval
Network Intrusion Detection using multi-attributed frame decision tree,
In Proceedings of the Second International Conference on Digital Information and Communication Technology and its Applications (DICTAP2012), Bangkok, May 16-18, 2012, ISBN:978-1-4673-0733-8, pp 203-207.
Chumphol Bunkhumpornpat, Chidchanok Lursinsap and Krung Sinapiromsaran,
MUTE:Majority Under-sampling TEchnique,
In Proceedings of the 8th International Conference on Information, Communications, and Signal Processing (ICICS 2011), Singapore, 13-16 Dec. 2011, ISBN:978-1-4577-0029-3, pp 1-4.
Aua-aree Boonperm and Krung Sinapiromsaran,
Errata in "A Simple Direct Cosine Simplex Algorithm
the 7th MPSGC, organized by National University of Singapore, Singapore, 12-14 December 2011., p. 41. (abstract)
Wacharasak Siriseriwan and Krung Sinapiromsaran,
Minority-Biased Safe-Level Smote
the 7th MPSGC, organized by National University of Singapore, Singapore, 12-14 December 2011., p. 38. (abstract)
Wasakorn Laesanklang and Krung Sinapiromsaran,
Randomized Reduced Multi-Hyperplane Scoring Model (RRMHS)
the 7th MPSGC, organized by National University of Singapore, Singapore, 12-14 December 2011., p. 83. (abstract)
Kesinee Boonchuay, Krung Sinapiromsaran and Chidchanok Lursinsap
Minority Split and Gain Ratio for a Class Imbalance
FSKD 2011 - 2011 Eighth International Conference on Fuzzy Systems and Knowledge Discovery (FSKD), Shanghai, China, 26-28 July 2011, published in Fuzzy Systems and Knowledge Discovery (FSKD), 2011 Eighth International Conference (Volume:3), ISBM 978-1-61284-180-9, pages 2060-2064.
Purika Borisuttinant and Krung Sinapiromsaran,
Multikey Quicksort For Sorting Numeric Using Predecessor And Successor Pivots
2011 3rd International Conference on Computer Design and Application, Xi'an, Shaanxi, China, 27-29 May 2011, p. v5 46-49.
Puchit Sariddichainunta and Krung Sinapiromsaran,
The Winner Determination Model and Manageable Computation for Linear Arrangement of Booth Auction
The Seventh International Conference on Computing and Information Technology, Bangkok, Thailand, 11-12 May 2011, p. 74-79.
Puchit Sariddichainunta and Krung Sinapiromsaran,
The Winner Determination Problem in Combinatorial Auction for Booth Allocation (Extension of "The Winner Determination Model and Manageable Computation for Linear Arrangement of Booth Auction")
ICMSBE 2011:International Conference on Management Science and e-Business Engineering, Jeju island, Korea, 1-3 May 2011, p. 739-743.
Natthapong Wichaisri and Krung Sinapiromsaran,
Minimal slope algorithm along objective direction for 2D linear programming problem with redundant constraints,
The 16th Annual Meeting in Mathematics (AMM2011), Khon Kaen, Thailand, 10-11 March 2011.
Panote Songwattanasiri and Krung Sinapiromsaran,
Synthetic Minority Over-sampling and Under-sampling TEchnique for class imbalanced problem
International Conference on Knowledge Discovery (KD2010), Phuket Beach Resort, Thailand, 6-7 December 2010
Aua-aree Boonperm and Krung Sinapiromsaran,
Linear time algorithm in term of number of the constraints for Linear Programming in 2D
the 8th OR-CRN conference, organized by Chulalongkorn University, Phryathai Road, Wangmai, Bangkok 10330, Thailand, 2-3 September 2010.
D. Gansawat, S. Laowanich, P. Vattanaviboon, K. Sinapiromsaran and W. Sinthupinyo,
Computerized technique for classification of acute leukemia in peripheral blood smears,
ITC-CSCC 2010 - 25th International Technical Conference on Circuit/Systems, Computers and Communications ITC-CSCC 2010, Pattaya, Thailand, 4 July 2010.
Wasakorn Laesanklang, Krung Sinapiromsaran and Boonyarit Intiyot,
Entropy Multi-hyperplane credit scoring model,
2010 International Conference on Financial Theory and Engineering (ICFTE 2009), Dubai, UAE, 18-20 June 2010, ISBN:978-1-4244-7757-9, pp 91-94.
Malinee Wongruean, Chidchanok Lursinsap, Siripun Sanguansintukul and Krung Sinapiromsaran,
Mixed Integer Linear Programming Model for Workload Leveling on OffShore Platform of Petroleum Company,
2010 International Conference on Intelligent Computational Technology and Automation, Changsha, Hunan, China, 11 May 2010.
Malinee Wongruean, Chidchanok Lursinsap and Krung Sinapiromsaran,
The Optimization Model for allocating Cross-Utilization personnel on Offshore Platform of Petroleum Company in Thailand,
International Conference on Computer Engineering and Technology (ICCET), 2010 2nd, Chengdu, China, 16-18 April 2010, page V7-526-V7-530.
Siwat Ruangphiphop and Krung Sinapiromsaran,
Adjacent Pivot quicksort,
The 15th Annual Meeting in Mathematics (AMM2010), Bangkok 10800, Thailand, 11-12 March 2010.
Wor Wiengsamut and Krung Sinapiromsaran,
Simplex Preprocessing from Origin with Direction of the Minimal Number of Extreme Points in Two Dimension,
The 15th Annual Meeting in Mathematics (AMM2010), Bangkok 10800, Thailand, 11-12 March 2010.
Wacharasak Siriseriwan and Krung Sinapiromsaran,
Attributes scaling for K-means algorithm controlled by misclassification of all clusters,
The 3rd International Conference on Knowledge Discovery and Data Mining (WKDD 2010), Phuket, Thailand, 9-10 January 2010, on pages 220-223.
Thitiya Theparot and Krung Sinapiromsaran,
Accelerating the Solving Process of Optimal Layout Design using Genetic Algorithm,
The 35th Congress on Science and Technology of Thailand (STT 35), Chonburi, Thailand, 15-17 October 2009.
Wasakorn Laesanklang, Krung Sinapiromsaran and Boonyarit Intiyot,
Multi-hyperplane credit scoring model,
the 7th OR-CRN conference, organized by Srinakharinwirot University, The Emerald hotel, 99/1 Ratchadapisek Road, Din Daeng, Bangkok 10400, Thailand, 3-4 September 2009.
Chumphol Bunkhumpornpat, Chidchanok Lursinsap and Krung Sinapiromsaran,
Safe-Level-SMOTE:Safe-Level-Synthetic Minority Over-sampling TEchnique for handling the class imbalanced problem,
Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2009), Bangkok, Thailand, 27-30 April 2009, Published in "Advanced in Knowledge Discovery and Data Mining", Lecture Notes in Computer Science, Springer Berlin Heidelberg, ISSN:0302-9743, V. 5476, 2009, ISBN:978-3-642-01306-5, pp 475-482
Pongsun Anurat, Mongkol Udommitrak and Krung Sinapiromsaran,
The Randomized and Customized Pivot Rules for the Simplex Method to Solve a Linear Programming Problem,
The 4th Conference on Science and Technology for Youth (2009), Bangkok, Thailand, 20-21 March 2009, on pages 74-86.
Vivach Chonchaya and Krung Sinapiromsaran,
Improving credit scoring via cluster analysis of multi-predictors (CLAMP),
the 4th National Conference on Computing and Information Technology (NCCIT'08), organized by King Mongkut's University of Technology North Bangkok and Rajabhat Mahasarakham University, Mahasarakham 44000, Thailand, 23-24 May 2008.
Saiphon Teamkaew and Krung Sinapiromsaran,
The Improved generalized assignment model and transformation,
the Annual Mathematics Conference, organized by Department of Mathematics, Faculty of Science, Chulalongkorn University, Bangkok 10330, Thailand, 27-28 March 2008. (Abstract)
Thanaporn Tanyasad and Krung Sinapiromsaran,
Association rule reduction using the weak support based on contrapositive confidence,
the Annual Mathematics Conference, organized by Department of Mathematics, Faculty of Science, Chulalongkorn University, Bangkok 10330, Thailand, 27-28 March 2008. (Abstract)
Saiphon Teamkaew and Krung Sinapiromsaran,
Strong valid inequalities and transformation for efficient solving Generalized assignment problem,
the 5th OR-CRN conference, organized by Ramkhamhaeng University, Ramkhamhaeng Road, Hua-Mark, Bangkapi, Bangkok 10240, Thailand, 6-7 September 2007.
Chumpon Jitdon and Krung Sinapiromsaran,
Fast median computation for variables with small distinct values
The annual conference of Statistic and Applied Statistics 2007, Silpakorn University, Cha Am, Petchburi, Thailand, 24-25 May 2007, on pages 224-229.
Chumpon Jitdon, Sukree Sintupinyo and Krung Sinapiromsaran,
A Successive Different Quicksort
The 4th International Joint Conference on Computer Science and Software Engineering (JCSSE2007), Khon Kaen University, Khon Kaen, Thailand, 2-4 May 2007, on pages 321-326.
Aua-aree Boonperm and Krung Sinapiromsaran,
Solve 3-dimensional Linear programming Problems by the Minimal Angled Projection Method
The 11th Annual National Symposium on Computational Science and Engineering, Prince of Songkra University, Phuket, Thailand, 28-30 March 2007, on pages 245-246 (extended abstract).
Krung Sinapiromsaran and Roungroj Poomduang,
Effectiveness of medoid selections in the Partitioning Around Medoids algorithm for data mining
The 11th Annual National Symposium on Computational Science and Engineering, Prince of Songkra University, Phuket, Thailand, 28-30 March 2007, on pages 69-70 (extended abstract).
Kamol Keatruangkamala and Krung Sinapiromsaran,
Heuristic cut for identifying the solution of the architectural layout design optimization
The Second Graduate Congress of Mathematics and Physical Science, Singapore, 12-14 December 2006.
Krung Sinapiromsaran and Chareewan Sirisrisumrit,
Association rule extraction based on the weak support
The Second Graduate Congress of Mathematics and Physical Science, Singapore, 12-14 December 2006.
Kamol Keatruangkamala and Krung Sinapiromsaran,
Strong valid equality constraints for Architectural layout design problem
The First Graduate Congress of Mathematics and Physical Science, Bangkok 10330, Thailand, 6-8 December 2005.
Krung Sinapiromsaran,
The sorted list exhibits the minimum successive difference
The Joint Conference on Computer Science and Software Engineering (JCSSE2005), Chonburi, Thailand, 17-18 November 2005, on pages 7-10. (ISBN:974-384-252-7)
Kamol Keatruangkamala and Krung Sinapiromsaran,
Optimizing Architectural Layout Design via Mixed Integer Programming,
the 11th International Conference of Computer Aided Architectural Design Futures 2005 (CAADfutures 2005), Vienna, Austria, June 20-22, 2005. Published in "Computer Aided Architectural Design Futures 2005, publisher Springer Netherlands, ISBN 978-1-4020-3460-2, on pages 175-184.
Krung Sinapiromsaran and Krisada Narong
A Novel algorithm for solving 2-dimensional linear programming,
the 2nd OR-CRN conference, organized by Kasetsart University, KU home building, 50 Phahonyothin Road, Lat Yao Subdistrict, Jatujak District, Bangkok 10900, Thailand, 2-3 September 2004, on pages 61-69.
Krung Sinapiromsaran,
Solving a constrained project scheduling using GAMS,
the 12nd IE NETWORK CONFERENCE, Phisanulok, Thailand, 21-23 October 2003, on page 79 (Abstract only).
Anantaporn Sritsawat and Krung Sinapiromsaran,
Effect of the Contrapositive Confidence for the Association Rule Selection
NCSEC2002, Chonburi, Thailand, 29-31 October 2002, on pages 164-173.
Surus Tangpaitoon and Krung Sinapiromsaran,
Solving the optimum routing for collecting full-coin public telephone booth
the 11th IE-NETWORK 2002, Kanchanaburi, Thailand, 24-25 October 2002, on pages 814-821.
Krung Sinapiromsaran,
Solving Alphametic without coding
NCSEC2001, Chiangmai, Thailand, 7-9 November 2001, on pages 23-29.
Krung Sinapiromsaran and Michael C. Ferris
Simulation optimization based on a heterogeneous computing environment
IConIT'2001, Bangkok, Thailand, 28-30 May 2001, on pages 238-248.
Michael C. Ferris, Todd S. Munson and Krung Sinapiromsaran
A Practical Approach to Sample-Path Simulation Optimization
WSC00 2000 Winter simulation conference proceedings, v. 1, p. 795-804.
Available at http://www.informs-cs.org/wsc00papers/prog00.htm

Journal publications

Kesinee Boonperm, Chidchanok Lursinsap and Krung Sinapiromsaran
Decision tree induction based on minority entropy for the class imbalance problem
Pattern Analysis and Applications, Online (2016), pp 1-14
Wacharasak Siriseriwan and Krung Sinapiromsaran
The Effective Redistribution for Imbalance Dataset: Relocating Safe-Level SMOTE with Minority Outcast Handling
Chiang Mai Journal of Science, January 2016 Volume 43, No. 1, pp 234 - 246
Chumphol Bunkhumpornpat and Krung Sinapiromsaran
CORE:core-based synthetic minority over-sampling and borderline majority under-sampling technique
Internaitonal Journal of Data Mining and Bioinformatics, 12:1 (2015), pp 44-58
Chumphol Bunkhumpornpat and Krung Sinapiromsaran
Safe Level Graph for Majority Under-sampling Techniques
Chiang Mai Journal of Science, October 2014 Volume 41, No. 5/2, pp 1419 - 1428
Monsicha Tipawanna and Krung Sinapiromsaran
Max-out-in pivot rule with cycling prevention for the simplex method
ScienceAsia, 40 (2014), pp 248-256
Aua-aree Boonperm and Krung Sinapiromsaran
Artificial-free Simplex algorithm based on the non-acute constraint relaxation
Applied Mathematics and Computation, 13 March 2014 234C (2014), pp 385-401
Aua-aree Boonperm and Krung Sinapiromsaran
The artificial-free technique along the objective direction for the simplex algorithm,
2nd International Conference on Mathematical Modeling in Physical Sciences 2013 (IC-MSQUARE 2013), 1-5 Sept. 2013, Prague, Czech Republic, On-line in Journal of Physics:Conference Series 490 (2014) 012193 pp 1-4.
Monsicha Tipawanna and Krung Sinapiromsaran
Max-out-in pivot rule with Dantzig's safeguarding rule for the simplex method,
2nd International Conference on Mathematical Modeling in Physical Sciences 2013 (IC-MSQUARE 2013), 1-5 Sept. 2013, Prague, Czech Republic, On-line in Journal of Physics:Conference Series 490 (2014) 012196 pp 1-4.
Chumphol Bunkhumpornpat, Krung Sinapiromsaran and Chidchanok Lursinsap
DBSMOTE: Density-Based Synthetic Minority Over-sampling TEchnique
Applied Intelligence, April 2012 Volume 36, Issue 3, Springer US, ISSN:0924-669X, pp 664-684
Puchit Sariddichainunta and Krung Sinapiromsaran,
The Winner Determination Model and Manageable Computation for Linear Arrangement of Booth Auction
Information Technology Journal, Vol. 7, No. 14, July - December 2011, pp 46-51
Chumphol Bunkhumpornpat, Chidchanok Lursinsap and Krung Sinapiromsaran,
Safe-Level-SMOTE:Safe-Level-Synthetic Minority Over-sampling TEchnique for handling the class imbalanced problem,
"Advanced in Knowledge Discovery and Data Mining", Lecture Notes in Computer Science, Springer Berlin Heidelberg, ISSN:0302-9743, V. 5476, 2009, ISBN:978-3-642-01306-5, pp 475-482.
Kamol Keatruangkamala and Krung Sinapiromsaran,
Mixed integer programming model with non-circular and guided constraints for architectural layout design optimization
Songklanakarin Journal of Sciene and Technology, ISSN 0125-3395, Vol. 30 No. 5, pages 673-686, Sept. - Oct. 2008.
Krung Sinapiromsaran and Chareewan Sirisrisumrit
Weak Support Measurement for Extracting Association Rules
The Journal of Scientific Research (Section T), ISSN 1685-2923, Vol. 6 No. 1, pages 109-121, Jan. - Apr. 2007.
Krung Sinapiromsaran,
Minimum successive difference identifies the sorted list
The Journal Scientific Research Chulalongkorn University, ISSN 0125-6335, Vol. 32 No. 1, pages 1-5, 2007.
Kamol Keatruangkamala and Krung Sinapiromsaran,
Optimizing Architectural Layout Design via Mixed Integer Programming,
"Computer Aided Architectural Design Futures 2005, Springer Netherlands, ISBN 978-1-4020-3460-2, on pages 175-184.
Krung Sinapiromsaran and Krisada Narong
A minimal angled algorithm for solving a 2-dimensional linear programming problem
Engineering journal Kasetsart, ISSN 0857-4154, Vol. 18:54-55, pages 107-115, Dec. 2004 - July 2005.
Krung Sinapiromsaran,
Solve the optimization problem via GAMS (Part 3): Solving the curve fitting problem
The Journal Scientific Research Chulalongkorn University (Section T), ISSN 1685-2923, 2(2):231-240, May.-Aug. 2003.
Krung Sinapiromsaran,
Solve the optimization problem via GAMS (Part 2): Solving the alphametic puzzle
The Journal Scientific Research Chulalongkorn University (Section T), ISSN 1685-2923, 2(1):135-150, Jan.-Apr. 2003.
Krung Sinapiromsaran,
Solving industrial problem using modeling and optimization solver (1)
Electrical and electronics focus, ISSN 1515-6191, 3(6):45-51, December 2002.
Krung Sinapiromsaran and Charoen Sinapiromsaran,
GAMS and Solving Optimization of the Instructor-course Assignment
The Journal Scientific Research Chulalongkorn University (Section T), ISSN 1685-2923, 1(3):409-419, Sept.-Dec. 2002.
Krung Sinapiromsaran,
Solve the optimization problem via GAMS (Part 1)
The Journal Scientific Research Chulalongkorn University (Section T), ISSN 1685-2923, 1(3):461-467, Sept.-Dec. 2002.
Michael C. Ferris and Krung Sinapiromsaran
Formulating and Solving Nonlinear Programs as Mixed Complementarity Problem
Mathematical Programming Technical Report 98-21, December 1998.
Available at ftp://ftp.cs.wisc.edu/math-prog/tech-reports/98-21.ps In V.~H. Nguyen, J.~J. Strodiot, and P.~Tossings, editors, Optimization, volume 481 of Lecture Notes in Economics and Mathematical Systems. Springer Berlin Heidelberg, 2000, ISBN:978-3-540-66905-0, ISSN:0075-8442, pp 132-148.

Master and Ph. D. theses

Chalee Boonprasop and Krung Sinapiromsaran
Bi-orbital extreme pole clustering algorithm
Master thesis, Faculty of Science, Chulalongkorn University, 2015
Kesinee Boonchuay and Krung Sinapiromsaran
Multi-class decision tree induction using minority entropy for both balanced and imbalanced data sets
Ph. D. thesis, Faculty of Science, Chulalongkorn University, 2014
Aua-aree Boonperm and Krung Sinapiromsaran
Artificial free variable simplex method for primal and dual linear programming models
Ph. D. thesis, Faculty of Science, Chulalongkorn University, 2014
Monsicha Tipawanna and Krung Sinapiromsaran
Dual out-in pivot rule selection for simplex method
Ph. D. thesis, Faculty of Science, Chulalongkorn University, 2014
Nattorn Buthong, Arthorn Luangsodsai and Krung Sinapiromsaran
Parameter-free outlier detection using ordered distance differences
Master thesis, Faculty of Science, Chulalongkorn University, 2014
Kittiphong Chankong, Boonyarit Intiyot and Krung Sinapiromsaran
Absolute change pivot rule for the simplex algorithm
Master thesis, Faculty of Science, Chulalongkorn University, 2014
Wacharasak Siriseriwan and Krung Sinapiromsaran
Minority Oversampling framework for class imbalance problem
Ph. D. thesis, Faculty of Science, Chulalongkorn University, 2013
Benjapun Kaveelerdpotjana, Boonyarit Intiyot and Krung Sinapiromsaran
Half-orbital extreme pole clustering algorithm
Master thesis, Faculty of Science, Chulalongkorn University, 2013
Chaowalit Bunchom and Krung Sinapiromsaran,
Mixed Integer model for the glass container production scheduling,
Master thesis, Faculty of Science, Chulalongkorn University, 2012
Pimsiri Ponsap, Phantipa Thipwiwatpotjana and Krung Sinapiromsaran,
Multiple change-point autoregressive moving average model,
Master thesis, Faculty of Science, Chulalongkorn University, 2012
Thakorn Chatchaisathaporn and Krung Sinapiromsaran,
Adaptive inertia weight particle swarm algorithm,
Master thesis, Faculty of Science, Chulalongkorn University, 2012
Peeraporn Boodgumarn, Krung Sinapiromsaran and Phantipa Thipwiwatpotjana,
Solving linear programming problem with uncertainty:Probability interval and random set parameters,
Master thesis, Faculty of Science, Chulalongkorn University, 2012
Purika Borisuttinant and Krung Sinapiromsaran,
Multikey quicksort for sorting strings using predecessor and successor pivots,
Master thesis, Faculty of Science, Chulalongkorn University, 2012
Chumphol Bunkhumpornpat and Krung Sinapiromsaran,
The density-based minority over-sampling framework for class imbalanced problems,
Ph. D. thesis, Faculty of Science, Chulalongkorn University, 2011
Natthapong Wichaisri and Krung Sinapiromsaran,
Minimal slope algorithm along objective direction for 2D linear programming problem with redundant constraints.
Master thesis, Faculty of Science, Chulalongkorn University, 2011
Puchit Sariddichainunta and Krung Sinapiromsaran,
An Incentive Compatible Mechanism for Booth Auction
Master thesis, Faculty of Science, Chulalongkorn University, 2010
Panote Songwattanasiri and Krung Sinapiromsaran,
Synthetic Minority Over-sampling and Under-sampling TEchnique for class imbalanced problem
Master thesis, Faculty of Science, Chulalongkorn University, 2010
Wor Wiengsamut and Krung Sinapiromsaran,
Simplex Preprocessing from Origin with Direction of the Minimal Number of Extreme Points in Two and Three Dimensions,
Master thesis, Faculty of Science, Chulalongkorn University, 2010
Malinee Wongruean, Chidchanok Lursinsap, Siripun Sanguansintukul and Krung Sinapiromsaran,
Mixed Integer Linear Programming Model for Workload Leveling on OffShore Platform of Petroleum Company,
Master thesis, Faculty of Science, Chulalongkorn University, 2010
Wasakorn Laesanklang, Boonyarit Intiyot and Krung Sinapiromsaran
Multi-hyperplane scoring model,
Master thesis, Faculty of Science, Chulalongkorn University, 2010
Siwat Rungpiphop and Krung Sinapiromsaran
Quicksort with predecessor and successor of pivot,
Master thesis, Faculty of Science, Chulalongkorn University, 2009
Thitiya Theparod and Krung Sinapiromsaran,
Accelerating the solving process of optimal layout design using genetic algorithm,
Master thesis, Faculty of Science, Chulalongkorn University, 2009
Wacharasak Siriseriwan and Krung Sinapiromsaran,
Attributes scaling for K-means algorithm controlled by misclassification of all clusters,
Master thesis, Faculty of Science, Chulalongkorn University, 2008
Tanaporn Tunyaset and Krung Sinapiromsaran,
Weak support association rule reduction based on contrapositive confidence and direction setting rules,
Master thesis, Faculty of Science, Chulalongkorn University, 2008
Parinya Weangsamoot, Chidchanok Lursinsap and Krung Sinapiromsaran,
Duplicate-sampling of difficult-to-classify scheme,
Master thesis, Faculty of Science, Chulalongkorn University, 2008
Kamol Keatruangkamala and Krung Sinapiromsaran,
Learning binary variables selections to improve the MIP solution time in architectural layout design optimization,
Ph. D. thesis, Faculty of Science, Chulalongkorn University, 2007
Vivach Chonchaya and Krung Sinapiromsaran,
Cluster analysis of multi-predictors: CLAMP,
Master thesis, Faculty of Science, Chulalongkorn University, 2007
Roungroj Poomduang and Krung Sinapiromsaran,
Improvement partitioning around medoid algorithm,
Master thesis, Faculty of Science, Chulalongkorn University, 2007
Saiphon Teamkaew and Krung Sinapiromsaran,
Strong valid inequalities and transformation for efficient solving Generalized assignment problem,
Master thesis, Faculty of Science, Chulalongkorn University, 2007
Aua-aree Boonperm and Krung Sinapiromsaran,
The Minimal Angled Projection method for solving 3-dimensional Linear programming Problems,
Master thesis, Faculty of Science, Chulalongkorn University, 2007
Chareewan Sirisrisumrit and Krung Sinapiromsaran,
Association rule selection algorithm based on weak support,
Master thesis, Faculty of Science, Chulalongkorn University, 2007
Chumpon Jitdon, Sukree Sintupinyo and Krung Sinapiromsaran,
A Successive Different Quick sort,
Master thesis, Faculty of Science and Technology, Thammasart University, 2006
Sirinuch Wongrungarunlet and Krung Sinapiromsaran,
Customer Classification Analysis of Bill for Collection Through Advising Bank Using Decision Tree ,
Master project, Rangsit University, 2006
Budsayarat Tansuthiwet and Krung Sinapiromsaran,
The Customer behavioral models for marketing using the Data mining concentrated on the resale industry,
Master project, College of Innovative Eduction, Thammasart University, 2005
Supissara Srikhwanthong (previous name: Saijai), Virasak Ratanasomboon and Krung Sinapiromsaran,
Software for solving a nonlinear programming with equality piecewises linear constraints and inequality nonlinear constraints based on a method of cutting-plane,
Master thesis, Faculty of Science, Chulalongkorn University, 2004
ISBN 974-17-6027-2
Wanyok Atisattapong and Krung Sinapiromsaran,
Identifying non-binding constraints in Linear programming problems using supervised learning neural networks,
Master thesis, Faculty of Science, Chulalongkorn University, 2004
ISBN 974-17-6540-1
Kridsada Narong and Krung Sinapiromsaran,
A novel algorithm for solving linear programming problems in two dimensions,
Master thesis, Faculty of Science, Chulalongkorn University, 2003
ISBN 974-17-5166-4
Lt. Perapong Promchant and Krung Sinapiromsaran,
Software for solving a linearly constrained nonlinear programming problem based on a method of feasible direction,
Master thesis, Faculty of Science, Chulalongkorn University, 2003
ISBN 974-17-5150-8
Anantaporn Sritsawat and Krung Sinapiromsaran,
Effect of the Contrapositive Confidence for the Association Rule Selection,
Master thesis, Faculty of Science, Chulalongkorn University, 2002
ISBN 974-17-1841-1
Sa-at Moungjun, Wanida Hemakul and Krung Sinapiromsaran,
Solving linear programming problems by the interior-point method,
Master thesis, Faculty of Science, Chulalongkorn University, 2001
ISBN 974-170-534-4
Krung Sinapiromsaran and Michael C. Ferris
PRACTICAL OPTIMIZATION OF SIMULATIONS:COMPUTATION AND TOOLS,
Ph. D. thesis, Faculty of Science, University of Wisconsin-Madison, 2000.

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Technical Skills

Experience and knowledge in: C, C++, C#, Java, Perl, Python, FORTRAN, Lisp, PROLOG, PL/1, Pascal, APL, BASIC, Erlang, R, SAS PROG, MapReduce
Internet: JavaScript, Html, XML, PMML, AML, CGI, HTML5, Sencha Ext, D3 js
Data mining: SAS EM, Weka, Rapid Miner
Data Science: Apache Hadoop, Hive, Pig (Pig Latin), HBase, Impala. Technical computing software: SAGEMATH, Mathcad, Matlab, Mathematica, GNU Octave, Scilab, Maxima, Gretl
Optimization software:GAMS, AMPL, GLPK, COIN-OR
DBMS software: Access, SAPDB, MySQL
Business Intelligence software: SAS BI, SAS DI, Tableau Public
Operating systems: Windows 95/98/NT, Linux (Mandrake, Redhat, Ubuntu), UNIX
Application software: OpenOffice, Dia, Word, Excel, Access, PowerPoint, WordPerfect, Quattro Pro, Paradox, SPSS, Minitab, Poseidon UML, argoUML, SAS EGUIDE, MonoDevelop, R Studio shiny, Web2py


Updated on 27 January 2017 by Krung Sinapiromsaran