Research

 
Dr. techn. JASMINE A. MALINAO 
RESEARCH INTERESTS
I am engaged in  doing both basic and applied research in Data Signatures, Data Visualization, Data Mining and Representation, Algorithmics, Design and Implementation, Requirements Traceability and Software Cohesion for Software Engineering, Algorithms and Designs pertaining to Function and Yield Control for Heating, Ventilation, and Air Conditioning (HVAC) systems, workflows, and workflow verification. Currently, I am a System Development Manager at Headstart Business Solutions, Inc. I maintain research connections with the  Algorithms and Complexity Laboratory of the Department of Computer Science, College of Engineering, University of the Philippines in Diliman. 

**Current Erdos Number: 4 (through Henry N. Adorna)**

My detailed curriculum vitae is available upon request.

Visit the Algorithms and Complexity Lab here: http://aclab.dcs.upd.edu.ph/

DISSERTATION/THESIS

Doctorate. On Building Multidimensional Workflow Models for Complex Systems Modelling. Vienna University of Technology, Vienna, Austria.(2017)

Masters. Knowledge Discovery in Databases through Approximate Crisp Theory Set Formation. University of the Philippines, Diliman, Quezon City, Metro Manila.(2010) 

PROFESSORIAL CHAIR AWARD

Filemon Rodriguez Professorial Chair Award. Metrics for User Requirements Traceability in UML Diagrams. College of Engineering, University of the Philippines, Diliman, Quezon City, Metro Manila, Philippines, 1 July 2012 - 30 June 2013.

BOOK PUBLICATIONS

  1. G. Zucker, J. A. Malinao, U. Habib, T. Leber, A. Preisler, and F. Judex, Improving Energy Efficiency of Buildings Using Data Mining Technologies, 2014 IEEE 23rd International Symposium on Industrial Electronics (ISIE), DOI 10.1109/ISIE.2014.6865041, pp. 2664-2669 (2014) Download: http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=6865041
  2. R.G. Maravilla Jr., E.R. A. Tabanda, J. A. Malinao, and H. N. Adorna. Data Signature-based Time Series Traffic Analysis on Coarse-Grained NLEX Density Data Set. Communication and Networking 266, Part 2, pp. 208-219, Springer 2012, ISBN 978-3-642-27200-4. Download http://link.springer.com/chapter/10.1007%2F978-3-642-27201-1_24
  3. J.A. Malinao, K. Tiu, L.M. Lozano, S. Pascua, R.B. Chua, Ma. S. Magboo, and J. Caro. A Metric for User Requirements Traceability in Sequence, Class Diagrams, and Lines-of-Code via Robustness Diagrams. Proceedings in Information and Communications Technology, Vol. 7, pp. 50-63, Springer Japan 2013, ISBN 978-4-431-54435-7.  Download: http://link.springer.com/content/pdf/10.1007%2F978-4-431-54436-4_4.pdf

JOURNAL PUBLICATIONS

   I. International

  1. J. A. Malinao, F. Judex, T. Selke, G. Zucker, J. Caro, and W. Kropatsch, Pattern mining and fault detection via COPtherm-based profiling with correlation analysis of circuit variables in chiller systems”, Computer Science – Research and Development, DOI 10.1007/s00450-014-0277-5, ISSN 1865-2034, Springer Berlin Heidelberg. (2015) Download: http://link.springer.com/article/10.1007/s00450-014-0277-5
  2. J. A. Malinao, R.A. B. Juayong, N.H. S. Hernandez, and H. N. Adorna. Strong Spanned Pattern Generation using Subsequence Cover Problem Reduction and the Term-Product Operation. Philippine Journal of Science, Vol. 141 (2), 127-139. (2013) Download http://philjournalsci.dost.gov.ph/vol141no2/pdf/Strong%20Spanned%20Patterns%20Generation.pdf 
  3. J.B. T. Lee, G. Cabunducan, R. Castillo, F.G. Cabarle, and J. A. Malinao. Uncovering the Social Dynamics of Online Elections. Journal of Universal Computer Science, Vol. 18, No. 4, pp. 487-506. (2012) Download here: http://www.jucs.org/jucs_18_4/uncovering_the_social_dynamics
  4. J. A. Malinao, R.A. B. Juayong, E.R. F. Oquendo, R.M. U. Tadlas, J.B. T. Lee, J. B. Clemente, Ma.S. Gaabucayan-Napalang, J.R. F. Regidor, and H. N. Adorna. A Quantitative Analysis-based Algorithm for Optimal Data Signature Construction of Traffic Data Sets. In Journal of Information Processing, Vol. 20, No. 3, 592-598. (2012) Download here: https://www.jstage.jst.go.jp/article/ipsjjip/20/3/20_592/_article
  5. R. Maravilla, E. Tabanda, J. A. Malinao, H. N. Adorna. Data Signature-based Time Series Traffic Analysis on Coarse-grained NLEX Density Data Set. International Journal of Database Theory and Application. (2012) http://www.sersc.org/journals/IJDTA/vol5_no1/4.pdf
  6. M. M.M. S. Villamayor, J. A. Malinao, V. R. Noguera, and H. J. Ramos. 3D Isosurface visualization of electron density and temperature distribution in a magnetized sheet plasma ion source. In Plasma Fusion Research: Regular Articles, Vol 5 S2080. (2010) Download here: http://www.jspf.or.jp/PFR/PFR_articles/pfr2010S2/pfr2010_05-S2080.html

   II. Local (Philippines)

  1. R. Maravilla Jr, E.R. Tabanda, R.M. Tadlas, J. Malinao, H. Adorna. Proving and Implementing the Effectiveness of iDnc for Optimal 4D Data Signature based Cluster Models of NLEX Traffic Density Data Sets. Philippine Computing Journal, Vol. 7 (1), 34 - 40. (2012)
  2. E.R. F. Oquendo, J. B. Clemente, J. A. Malinao, and H. N. Adorna. Characterizing Classes of Potential Outliers through Traffic Data Set Data Signature 2D nMDS Projection. In Philippine Information Technology Journal, Vol. 4, No. 1, pp. 37-42. (2011)
  3. J. G. Becerral, K.R. C. Cabreros, R.A. B. Juayong, J. A. Malinao, and H. N. Adorna. Traffic Data Analysis and Visualization via BC Method. In the Philippine Computing Journal, Vol. 5, No. 1, pp. 22-28. (2010)
  4. J. A. Malinao, and H. Adorna. An Algorithm to Efficiently Generate an Approximation of a Theory Set, Philippine Computing Journal. Vol. 4, No. 2,  pp. 19-32 (2009)

PROCEEDINGS AND POSTERS

   I. International

  1. J. Malinao, F. Judex, T. Selke, G. Zucker, H. Adorna, J. Caro, and W. Kropatsch. Robustness Diagram with loop and time controls for system modelling and scenario extraction with energy system applications. Proceedings in CUE2015 Applied Energy Symposium and Summit. (2015) Download paper: CUE2015_paper_71.pdf  
  2. J. E. Abanto, C. C. Reyes, J. A. Malinao, and H. N. Adorna. Traffic Incident Detection and Modeling using Quantum Frequency Algorithm and AutoRegressive Integrated Moving Average Models. Proceedings in the 4th International Conference on Information, Intelligence, Systems and Applications (IISA2013) (2013)
  3. J.A. Malinao, K. Tiu, L.M. Lozano, S. Pascua, R.B. Chua, Ma. S. Magboo, and J. Caro. A Metric for User Requirements Traceability in Sequence, Class Diagrams, and Lines-of-Code via Robustness Diagrams. Proceedings of the Workshop of Computation, Theory, and Practices (WCTP). (2012)
  4. J. Villena, J. A. Malinao, H. N. Adorna. Data Signature-based Multiyear Analysis of BLK-NB 6-minute Interval Data Sets of 2006 to 2009. Proceedings of the 2012 IEEE/ACIS 11th International Conference on Computer and Information Science. (2012) Download here: http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6211106&tag=1
  5. R. G. Maravilla, Jr., E. A. Tabanda, J. A. Malinao, H. N. Adorna. Data Signature based Time Series Traffic Analysis on Coarse grained NLEX Density Data Set. In the Proceedings of the 2011 International Conference on Future Generation Communication and Networking (FGCN). (2011) Download here: http://link.springer.com/chapter/10.1007/978-3-642-27201-1_24?null
  6. J A. Malinao, R.A. B. Juayong, E.R. F. Oquendo, R.M. U. Tadlas, J.B. T. Lee, J. B. Clemente, Ma.S. Gaabucayan-Napalang, J.R. F. Regidor, and H. N. Adorna. A Quantitative Analysis-based Algorithm for Optimal Data Signature Construction of Traffic Data Sets. In the Proceedings of the 1st  AICS/JNU International Conference on Computers, Networks, Systems, and Industrial Engineering (CNSI). (2011) Download here: http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5954269&tag=1
  7. R. Medina, J. Rescuber, and J. A, Malinao, Visualization and Analysis of Regional Water Transport-Based Commodity. In Proceedings of the Annual International Conference on Computer Science Education: Innovation and Technology Special Track: Knowledge Discovery KD 2010. (2010) http://dl.globalstf.org/index.php?page=shop.product_details&flypage=flypage_images.tpl&product_id=443&category_id=35&option=com_virtuemart&Itemid=4
  8. J. B. Clemente, R.M. U. Tadlas, R.A. B. Juayong, J. A. Malinao, and H. N. Adorna. Visualization of Data Signatures using Non-Metric Multidimensional for Time Series Traffic Data Analysis. In Proceedings of the 2010 International Congress on Computer Applications and Computational Science (CACS). (2010)
  9. J. A. Malinao, R.A. B. Juayong, J. G. Becerral, K.R. C. Cabreros, K.M. B. Remaneses, J. G. Khaw, D. F. Wuysang, F.J. O. Corpuz, N.H. S. Hernandez, J.M. C. Yap, and H. N. Adorna. Patterns and Outlier Analysis of Traffic Flow using Data Signatures via iDIRBrG Method and Vector Fusion Visualization. In IEEE Conference Proceedings of the 3rd International Conference on Human-centric Computing (HumanCom-10). (2010) http://ieeexplore.ieee.org/xpl/articleDetails.jsp?reload=true&arnumber=5563344&contentType=Conference+Publications
  10. M.M. S. Villamayor, J. A. Malinao, V. R. Noguera, and H. J. Ramos. 3D Isosurface visualization of electron density and temperature distribution in a magnetized sheet plasma ion source. Proceedings of the 19th International Toki Conference (ITC19) On Advanced Physics in Plasma and Fusion Research. (2009)

   II. Local (Philippines)

  1. R. Maravilla Jr, E.R. Tabanda, R.M. Tadlas, J. Malinao, H. Adorna. Proving and Implementing the Effectiveness of iDnc for Optimal 4D Data Signature based Cluster Models of NLEX Traffic Density Data Sets. Proceedings of the 12th Philippine Computing Science Congress (PCSC). (2012)
  2. R. G. Maravilla, Jr., E. A. Tabanda, J. A. Malinao, and H. N. Adorna. Traffic Density Modeling on NLEX Time Series Data Segment. Proceedings of the 2011 National Conference of Information Technology Educators (NCITE). (2011)
  3. J. A. Malinao, R.M. U. Tadlas, R.A. B. Juayong, E.R. F. Oquendo, and H. N. Adorna. An Index for Optimal Data Signature-based Cluster Models of Coarse- and Fine-grained Time Series Traffic Data Sets. Proceedings of the 2011 National Conference of Information Technology Educators (NCITE). (2011)
  4. J. A. Malinao, R.A. B. Juayong, and H. N. Adorna. A Reduction-Buildup Algorithm(RBA) Extension for Support Set Construction of k tagged Data Sets. In the Proceedings of the 11th Philippine Computing Science Congress(PCSC). (2011)
  5. E.R. F. Oquendo, J. B. Clemente, J.B. T. Lee, R.M. U. Tadlas, J. A. Malinao, and H. N. Adorna. Data Signature 2Dimensional Representations for Traffic Data Analysis and Prediction. In the Proceedings of the 11th Philippine Computing Science Congress(PCSC). (2011)
  6. J. Malinao, R.A. Juayong, and H. Adorna. Proving the Correctness of the Reduction-Buildup Algorithm(RBA) for Efficient Support Set Construction. In Proceedings of the 5th ERDT Conference. (2010)
  7. G. S. Cabunducan, R.A. Juayong, J. A. Malinao, M. Arboleda, and W. Reichardt. Intercluster Analysis and Visualization of Epizoic Communities of Prokaryotes in Healthy and Diseased Scleractinian Corals through Modified Vector Fusion. In Proceedings of the 8th National Conference on IT Education. (2010)
  8. E.R. F. Oquendo, J. B. Clemente, J. A. Malinao, and H. N. Adorna. Characterizing Classes of Potential Outliers through Traffic Data Set Data Signature 2D nMDS Projection. In Proceedings of the 8th National Conference on IT Education. (2010)
  9. J. A. Malinao, R.A. B. Juayong, N.H. S. Hernandez, and H. N. Adorna. Generating a set of Strong Spanned Patterns using SCSub Reduction and the MHA-Product Operation. Online Proceedings of 10th Philippine Computing Science Congress, pp. 245-252. (2010)
  10. J. G. Becerral, K.R. C. Cabreros, R.A. B. Juayong, J. A. Malinao, and H. N. Adorna. Traffic Data Analysis and Visualization via BC Method. Online Proceedings of 10th Philippine Computing Science Congress, pp. 84-90. (2010)
  11. J. Malinao, R.A. Juayong, F.J. Corpuz, J.M. Yap, and H. Adorna. Data Signatures for Traffic Data Analysis. Presented in the 7th National Conference on IT Education. (2009)
  12. J. Malinao, R.A. Juayong, U. Garnica, and H. Adorna. The Reduction-Buildup Algorithm (RBA) for Efficient Support Set Construction. Presented in the 7th National Conference on IT Education. (2009)
  13. J. Malinao, N.H. Hernandez, and H. Adorna. The SSP-Trie Algorithm for Efficient Strong Spanned Pattern Set Generation of ACTSF. Proceedings of the 3rd ERDT Conference, pp. 162 – 168. (2009)
  14. J. A. Malinao, and H. Adorna. An Algorithm to Efficiently Generate an Approximation of a Theory Set, Proc. of 9th Philippine Computing Science Congress, pp. 185-208 (March 2009). Also in Proceedings of the Second ERDT Conference “Synergy in Multi-disciplinary R&D”. (2009)
  15. J. A. Malinao, and H. Adorna. An Algorithm to Efficiently Generate an Approximation of a Theory Set, Philippine Computing Journal, pp. 19-32. Vol. 4. No. 2. (2009)

POSTERS (Local)

  1. J. L. Oliveros, J. D. Cunanan, J. A. Malinao, M.M. S. Villamayor, H. V. Lee, H. J. Ramos, H. N. Adorna. Three Dimensional Simulator of e-, Ar and N2-Ar Plasma in the Magnetized Sheet Plasma Negative Ion Source (MSPNIS). 2nd Engineering Research and Development for Technology (ERDT) Consortium. (2009)
  2. J. G. Becerral, K.R. C. Cabreros, R.A. B. Juayong, J. A. Malinao, and H. N. Adorna. Traffic Data Analysis and Visualization Via BC Method. Computer Science Week 2010. (2010)
  3. K.M. B. Remaneses, R.A. B. Juayong, J. A. Malinao, and H. N. Adorna. Cluster Analysis of Traffic Data Signatures through Vector Fusion Visualization. Computer Science Week 2010. February 2010.

AWARDS

  1. Paper Citation Award by CSP (March 6, 2010): "Generating a Set of Strong Spanned Patterns Using SubCP Reduction and the MHA-Product Operation," (J. A. Malinao, R. A. B. Juayong, N. H. S. Hernandez, H. Adorna)
  2. Paper Citation Award by CSP (March 6, 2010): "Traffic Data Analysis and Visualization via BC Method," (J. G. Beceral, K. R. C. Cabreros, R. A. B. Juayong, J. A. Malinao, H. Adorna)

JOURNAL AND CONFERENCE RELATED WORK
  1. Program Committee member and Conference Paper Reviewer.  Philippine Computing Science Congress. (2015)
  2. Program Committee member and Conference Paper Reviewer.  Philippine Computing Science Congress. (2014)
  3. Local Journal Paper Reviewer. Philippine Computing Journal 2013 (PCJ). (2013)
  4. Program Committee member and Conference Paper Reviewer. Philippine Computing Science Congress (PCSC). (2013)
  5. International Conference Paper Reviewer. Proceedings of the Workshop of Computation, Theory, and Practices (WCTP). (2012)
  6. International Conference Paper Reviewer. The 2012 IEEE Region 10 conference TENCON 2012. (November 19-22, 2012)
  7. Program Committee member. IIAI/ACIS International Symposium on Industrial Information Management and System (IIMS 2012), Shanghai, China, Pine City Hotel, Shanghai, (May 30-31, 2012)
  8. International Journal Paper Reviewer. Journal of Information Processing, Information Processing Society of Japan (IPSJ). (2012)
  9. Local Journal Paper Reviewer. Philippine Computing Journal, Computing Society of the Philippines. (2012)
  10. International Conference Paper Reviewer. Ubiquitous Computing and Industrial Applications session (UCIA) of the Advanced Information Technology and Sensor Application (AITS2012, http://www.sersc.org/AITS2012/) conference, Science & Engineering Research Support soCiety, Korea. (2012)
  11. International Conference Paper Reviewer. International Congress on Computer Applications and Computational Science (CACS) 2010, Singapore. (2010)
  12. Local Conference Paper Review. Philippine Computing Science Congress 2012. (2012)
  13. Local Conference Paper Review. Philippine Computing Science Congress 2011. (2011)

ACADEMIC ADVISORSHIP

2012 – 2013 MS Computer Science Thesis Co-adviser.
Julie Ann Acebuque-Salido. Identification of Gene Function of Yeast Genes using Gene Expression Data. [1 local journal publication, 2 international and 1 local conference proceedings]

Sonia M. Pascua. User Requirements Traceability in UML Diagrams and Measuring Control Structures to Variables Cohesion for Software Entropy Quantification to Aid Software Reengineering and Migration. [1 book chapter (Springer), 1 international conference paper publication]

2012 – 2013 BS Computer Science Thesis Adviser.

Jeanelle E. Abanto and Charmailene C. Reyes. Traffic Incident Detection by Potential Outlier Characterization Using Quantum Frequency Algorithm and Traffic Incident Detection and Modelling using Quantum Frequency Algorithm and AutoRegressive Integrated Moving Average Models. [1 local and 1 international conference proceedings publication]

Lou Merlenette B. Somoson and Eric T. Torres. Periodicity Classification in Traffic Volume Data Sets. [paper to be submitted for publication]

Jennifer Cunanan. Full Characterization of Traffic Density of NLEX-BLK Segment. [in progress]

2011 – 2012 BS Computer Science Thesis Adviser.

Reynaldo G. Maravilla, Jr. and Elise Raina A. Tabanda. Data Signature- based Time Series Traffic Analysis on Coarse-Grained NLEX Density Data Sets. [1 book chapter (Springer), 1 international and 1 journal publications, 1 international and 2 local conference proceedings publications best paper finalist in local conference]

Junnel C. Villena. Data Signature-based Multiyear Analysis of BLK-NB 6- minute Interval Data Sets of 2006 to 2009. [1 international conference proceedings publication]

2010 – 2011 BS Computer Science Thesis Adviser.

Jona G. Becerral and Karmina Rosette C. Cabreros. Traffic Data Analysis and Visualization via Iterative Data Image Rotated Bar Graph (iDIRBrG) Method. [1 local journal publication, 1 international and 1 local conference proceedings publication, 1 paper citation award in local conference, finalist in an undergraduate project competition]

Kenneth Marvi B. Remaneses. Cluster Analysis of Traffic Data Signatures through Vector Fusion Visualization. [1 international conference proceedings publication, 1 poster presentation] 

2009 – 2010 BS Computer Science Thesis Adviser.

Joshua Oliveros. Three Dimensional Simulator of e-, Ar and N2-Ar Plasma in the Magnetized Sheet Plasma Negative Ion Source (MSPNIS). [1 poster presentation]

2008 – 2009 BS Computer Science Thesis Supervisor.
Unaiza Martinette Garnica. Reduction-Buildup Algorithm and Removal

Method for Support Set Generation. [1 local conference paper] 



Updated as of 10 October 2017.


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