Teknomo, Kardi

Status: 
Full Time
Contact No.: 
(+ 632) 426 6001 loc. 5674
Biography: 

PhD Information Sciences, Tohoku University, Japan


Professional Association & Recognition: 
Consultancies
DOTr, Greenways Design Guidelines and Standard, 19 Jan 2018 - 26 Jan 2018.
International Finance Corporation (World Bank Group), International Consultant for Data Science and Information Technology Expert for the World Bank, 1 Nov 2015 - 30 Jun 2019.
Probe Software, Oregon, USA, Image Calculator with Parser, 25 Mar 2015 - 18 May 2015. Probe Software, Oregon, USA, Image Homography - Automatically Finding Rigid Body Transformation of an XRay Metal Image, 1 Feb 2015 - 25 Mar 2015.
Aremas, Brazil, Automation of Inventory categorization based on Pareto Analysis, 13 Dec 2014 - 22 Dec 2014.
Probe Software, Oregon, USA, Image Drift Correction - Develop tools to finding exact translation between two XRay metal images, 15 Apr 2013 - 27 Apr 2013.
Probe Software, Oregon, USA, Clustering and Image Segmentation of X-Ray Metal Alloys, 11 Jun 2012 - 20 Dec 2012.
Blackthorne Analytic, Wisconsin, USA, Multi-dimensional analysis of US Stock Exchange and Develop Back Testing for Stock Forecasting, 2 Feb 2012 - 16 Jul 2012.
Savannah Simulations AG, SimWalk Scientific Advisory Board, 1 Feb 2008 - 31 Dec 2018.
 
Professional Work and Practice
2015-2016 International Consultant, the International Finance Corporation (World Bank Group) 
2012-2015 International Consultant, Probe Software, Inc. Oregon, USA
2010-2015 Adjunct Associate Professor, Department of Computer Science, Ateneo de Davao, Philippines
2012 Visiting Researcher, University of Wisconsin - Whitewater, USA
2012 Visiting Researcher, Blackthorne Analytic, Wisconsin, USA
2009 - Present Head of Pedestrian & Traffic Computing Lab, Ateneo de Manila University, Quezon City, Philippines 
2008 - Present Associate Professor, Department of Information Systems and Computer Science, Ateneo de Manila University, Quezon City, Philippines
2006-2008 Hertha-Firnberg Research Fellow, Arsenal Research (now: Austrian Institute of Technology), Vienna, Austria
2004-2006 Lecturer and senior researcher, Institute of Lowland Technology, Saga University, Japan
1999-2002 Teaching Assistant, Traffic Laboratory in Tohoku University, Sendai, Japan 
1995-1998 Director, Traffic and Transportation-Planning Laboratory at Petra Christian University, Indonesia 
1996-1997 Director, Research Center in Petra Christian University, Indonesia
1992-1998 Lecturer, Petra Christian University, Surabaya, Indonesia
 
Ateneo de Manila, Associate Professor, Teach Software Engineering, Business Intelligence, Pattern recognition,
Modeling & Simulation and advising undergraduate and graduate student?s research in department of
information system and computer science and department of mathematics, 1 Apr 2008 - 31 Dec 2013.
 
Arsenal Research, Austria, Hertha-Firnberg Research Fellow, Develop pedestrian multi-agents simulation
models to reproduce real pedestrian movement behavior, to automate the calibration of the models and to
evaluate the prototype simulation tool against real world case studies, 1 Feb 2006 - 31 Jan 2008.
 
Saga University, Japan, Lecturer and senior researcher, Teach workshop on GIS, computer programming,
multivariate analysis, research method and modeling for infrastructure planning, seminar and conduct a leading
edge research in urban model and transportation impact assessment, together with advising post graduate
students research., 1 Feb 2003 - 31 Jan 2006.
 
Petra Christian University , Surabaya , Indonesia, Lecturer, Taught numerous courses on land use,
transportation planning, traffic engineering, traffic impact, geometric design, environmental impact, industrial
simulation, integrated project design, communication technique, research methodology, 1 Jul 1992 - 31 Dec
1998.

Courses Taught: 
AMC 44B PROJECT SEMINAR II 
CS 129.15/CS 295.S40  SPECIAL TOPICS IN SOFTWARE ENGINEERING: BUSINESS INTELLIGENCE
CS 123/CS 231 INTRODUCTION TO SOFTWARE ENGINEERING 
CS 129.18 / CS 295.S50 SPECIAL TOPICS IN SOFTWARE ENGINEERING: PATTERN RECOGNITION
CS 158 / CS 268 COMPUTER SIMULATION 
CS 171 / CS 271 INTRODUCTION TO ARTIFICIAL INTELLIGENCE 
CS 195.6 / CS 268.1  SPECIAL TOPICS: FINANCIAL APPLICATIONS (QUANTITATIVE TRADING SIMULATION)
CS 197 INTEGRATIVE PROJECT 
CS 295.S51 / CS 320.1 SPECIAL TOPICS IN COMPUTER SCIENCE: DATA MINING
CS 301 METHODS OF RESEARCH I
CS 302 METHODS OF RESEARCH II 
CS 320.10 SEMINAR IN COMPUTER SCIENCE: BUSINESS INTELLIGENCE
CS 320 B - SPECIAL TOPICS IN COMPUTER SCIENCE THEORY
CS 320.2 B - SPECIAL TOPICS IN COMPUTER SCIENCE THEORY: COMPUTER SIMULATION
CS 197C D - INTEGRATIVE PROJECT
ECE 330 / ENGSCI 130 COMPLEX SYSTEMS
ECE 304 RESEARCH SEMINAR IV 
MA 295K.1 SEMINAR IN COMPUTER MODELING AND SIMULATION 

Research Interest: 
Multi Agent Simulation, Pattern Recognition, Data Science, Artificial Intelligence, Pedestrian & Traffic Computing, Network Analysis

Research: 
Teknomo, K., Gardon, R. and Saloma, C., "Ideal Flow Traffic Analysis: A Case Study on a Campus Road Network", Philippine Journal of Science, 148 (2019), 51-62, International.

Teknomo, K., "Ideal Flow of Markov Chain", Discrete Mathematics, Algorithms and Applications; doi:10.1142/S1793830918500738, 10 (2018), International.

Alquine Roy Taculin and Kardi Teknomo, "Comparative Study of Detection-based Algorithms for Tracking Multiple Cars, pp. 185-190", Proceedings of the 18th Philippine Computing Science Congress PCSC2018, Cagayan de Oro City, Misamis Oriental, Philippines, ISSN 1908-1146 https://sites.google.com/site/2018pcsc/proceedings, 2018, 185-190, National (Philippines).

Teknomo, K., "Ideal Relative Flow Distribution on Directed Network", Journal of the Eastern Asia Society for Transportation Studies, Volume 12, p.939-958. Doi: 10.11175/easts.12.939, 12 (2017), 939-958, International.

Hermias, J.P., Teknomo, K., Monje, J.C.N, "Short-term stochastic load forecasting using autoregressive integrated moving average models and Hidden Markov Model", Proceedings of the 2017 International Conference on Information and Communication Technologies (ICICT), December 2017, 2017, International.

Teknomo, K. and Gardon, R.W., "Intersection Analysis Using the Ideal Flow Model", Proceeding of IEEE Intelligent Transportation System International Conference, 2017, International.

Teknomo, K., "Ideal Relative Flow Distribution on Directed Network,", Proceeding of Eastern Asia Society For Transportation Studies, 2017, International.

Gardon, R.W. and Teknomo, K., "Analysis of the Distribution of Traffic Density Using the Ideal Flow Method and the Principle of Maximum Entropy", Proceedings of the 17th Philippine Computing Science Congress, 2017, National (Philippines).

Teknomo, "Three-Dimensional Female Love Artifact for Decoration and Toy", Philippines Industrial Design Patent, 19 (2016), National (Philippines).

Narboneta, C. and Teknomo, K., "A Study of Metro Manila's Public Transportation Sector by Implementing a Multimodal Public Transportation Route Planner", Asian Transport Studies, 2 (2016), 460-477, International.

Leandro Isla and Kardi Teknomo, "Analysis of Metro Manila Road Network Robustness through Reachability Matrix", Procedia - Social and Behavioral Sciences doi:10.1016/j.sbspro.2016.04.017, 218 (2016), 141-151, International.

Jacob Chan and Kardi Teknomo, "Road Reconstruction and Redundancy Analysis on the Road Network: A Case Study of the Ateneo de Manila University Network", Procedia - Social and Behavioral Sciences doi:10.1016/j.sbspro.2016.04.010, 218 (2016), 56-75, International.

Teknomo, Kardi, "Graphs, Ideal Flow, and the Transportation Net", Symposium on Graph Theory and Applications (SGTA2016), 2016, International.

Posadas, V. I. and Teknomo, K, "Simulating Police Containment of a Protest Crowd", http://sim.sagepub.com/content/92/1/77, 92 (2015), 77-89, International.

Teknomo, K., "Ideal Flow Based on Random Walk on Directed Graph", The 9th International collaboration Symposium on Information, Production and Systems (ISIPS 2015), 2015, International.

Narboneta, C. and Teknomo, K., "Implementation of Multimodal Public Transportation Route Planner for Metro Manila", Journal in Urban and Regional Planning, http://journals.upd.edu.ph/index.php/19May2014_surp/article/view/4650/4221, 1 (2015), 9-17, National (Philippines).

Narboneta, C. and Teknomo, K., "A Study of Metro Manila???s Public Transportation Sector By Implementing A Multimodal Public Transportation Route Planner", Proceedings of the Eastern Asia Society for Transportation Studies (EASTS), Cebu, Philippines 11-14 Sept 2015, 2015, International.

Isla, L. and Teknomo, K., "Analysis of Metro Manila Road Network Robustness through Reachability Matrix", Proceeding of the 11th International Conference of the International Institute for Infrastructure Resilience and Reconstruction (I3R2): Complex Disasters and Disaster Risk Management, 2015, International.

Chan J. and Teknomo, K., "Road reconstruction and redundancy analysis on the road network: A case study of the Ateneo de Manila University network", Proceeding of the 11th International Conference of the International Institute for Infrastructure Resilience and Reconstruction (I3R2): Complex Disasters and Disaster Risk Management, 2015, International.

Chan, J. and Teknomo, K., "Hub Identification of the Metro Manila Road Network Using PageRank", Proceedings of the 8th ATRANS Symposium Young Researcher's Forum, August 21, 2015, Bangkok, Thailand, 2015, International.

Teknomo, K. and Estuar M.R.E., "Visualizing Gait Patterns of Able bodied and Transtibial Amputees with the Use of Accelerometry in Smart Phones", Revista Colombiana De Estad??Stica, 37 (2014), 471-488, International.

Narboneta, C. G. and Teknomo, K., "OpenTripPlanner, OpenStreetMap, General Transit Feed Specification: Tools for Disaster Relief and Recovery", Proceeding of the 7th IEEE International Conference Humanoid, Nanotechnology, Information Technology Communication and Control, Environment and Management (HNICEM), 2014, National (Philippines).

Badoy, W. and Teknomo, K., "Q-Learning with Basic Emotions", Proceeding of the 7th IEEE International Conference Humanoid, Nanotechnology, Information Technology Communication and Control, Environment and Management (HNICEM), 2014, National (Philippines).

John Boaz Lee and Kardi Teknomo, "Comparison of short-term traffic speed forecasting models", Proceeding of ISCE-NCITE 2014 https://sites.google.com/site/iscencite2014/, 2014, National (Philippines).

Lao, A. and Teknomo, K., "Multi Exit Configuration of Mesoscopic Pedestrian Simulation", Proceeding of the 12th National Conference in Information Technology Education (NCITE 2014),, 2014, National (Philippines).

Narboneta, C. and Teknomo, K., "Implementation Of Multimodal Public Transportation Route Planner For Metro Manila", Proceedings of the 22nd Annual Conference of the Transportation Science Society of the Philippines, Iloilo City, Philippines, 12 Sept 2014, 2014, National (Philippines).

Kardi Teknomo and Proceso Fernandez, "A theoretical foundation for the relationship between generalized origindestination matrix and flow matrix based on ordinal graph trajectories", JOURNAL OF ADVANCED TRANSPORTATION, 48 (2014), 608???626, International.

Teknomo, K. and Arboleras, Elma. P., "Analyzing the effects of improper bus stop operations using shock wave analysis, and the application of an Intelligent Bus Utility System (iBus) as a solution", Proceedings of the 22nd Annual Conference of the Transportation Science Society of the Philippines, Iloilo City, Philippines, 12 Sept 2014, 2014, National (Philippines).

Narboneta, C. and Teknomo, K., "Utilizing Multimodal Public Transportation Route Planners for Long-term Sustainable Transportation Networks", Proceedings of the 7th ATRANS Symposium Young Researcher's Forum, 2014, International.

 

John Roy A,. Geralde, Kardi Teknomo, "Feature Selection for Developing a Detection Strategy against Tamper of

Grades from Malicious Insiders", Proceedings of the 14th Philippine Computing Science Congress, March 6-8,
2014, Davao, 2014.
 
Kardi Teknomo, "A Conceptual Framework on Active Traffic Information to Reduce Air Pollution", Proceeding of
the International Symposium and Conference on Sustainable city and Low carbon city (SCLC2014), Feb
28-March 1, 2014, Saga, Japan, 2014, 157-160.
 
Kardi Teknomo and Proceso Fernandez, "A theoretical foundation for the relationship between generalized
origin destination matrix and flow matrix based on ordinal graph trajectories", JOURNAL OF ADVANCED
TRANSPORTATION, Online first (2013).
 
Teknomo, K., "Queuing Rule of Thumb based on M/M/s Queuing Theory with Applications in Construction
Management", Civil Engineering Dimension, 14 (2012), 139-146.
 
Teknomo, K., "Application of Queuing Theory in Construction Management", Developments in Structural
Engineering and Construction Technology, Hardjito et al. (eds), 2012, 76-88.
 
Alampay, R. and Teknomo, K.,, "Data Association for an Adaptive Multi-target Particle Filter Tracking System",
Philippine Computing Journal, 7 (2012), 16-25.
 
TEKNOMO, KARDI, "A theoretical foundation for the relationship between generalized origin?destination matrix
and flow matrix based on ordinal graph trajectories", Teknomo, K. and Fernandez, P., A theoretical foundation for
the relationship between generalized origin-destination matrix and flow matrix based on ordinal graph
trajectories, Journal of Advance Transportation Research Edited By: S. C. (Chan) Wirasinghe and William H. K.
Lam, earlyview (2012)., 2012.
 
Teknomo, K. and Fernandez, P., "Simulating Optimum Egress Time", Safety Science Vol 50 no 5 2012 . DOI:
10.1016/j.ssci.2011.12.025, 50 (2012), DOI: 10.1016/j.ssci.2011.12.025.
 
Saadat, S., Teknomo, K. and Fernandez, P., "Automation of Tracking Trajectories in a Crowded Situation,", Fire
Technology, Vol. 48, Issue 1 (2012), DOI: 10.1007/s10694-010-0174-9, 48 (2012), 73-90.
 
Saadat, S. and Teknomo, K., "Automation of Pedestrian Tracking in a Crowded Situation,", Pedestrian and
Evacuation Dynamics, Richard D. Peacock, Erica D. Kuligowski, Jason D. Averill (eds), ISBN 9781441997241,
2011, 231-239.
 
Teknomo, K. and Fernandez, P., "Background Image Generation Using Boolean Operations", Philippine
Computing Journal, 4 (2010).
 
Teknomo, K. and Estuar M.R.E., "Clustering as an EDA Method: The Case of Pedestrian Directional Flow
Behavior", International Journal of Psychological Research, 3 (2010), 23-36.
 
Saadat, S. and Teknomo, K., "Automation of Pedestrian Tracking in a Crowded Situation", Fifth International
Conference on Pedestrian and Evacuation Dynamics, 2010.
 
TEKNOMO, KARDI, "Automation of Pedestrian Tracking in a Crowded Situation", Fire Technology, 48 (2010),
73-90.

Creative Work: 

Kardi Teknomo, "Jewels of Morning Dew", http://people.revoledu.com/kardi/Idea/JewelsMorningDew.html (2013).


University Service and Outreach: 
Standing Committees
 
Judge for BPI-DOST Science Awards, 29 Sep 2012 - 22 Oct 2012.
 
Ateneo Traffic Comittee, 1 Nov 2011 - 31 Jul 2013.
 
Loyola School Scholarly Award Committee, 1 May 2011 - 30 Apr 2016.
 
Committee on Scholarly Work, 1 Apr 2011 - 31 Mar 2014.
 
DISCS PAASCU Committee on Faculty, 25 Jun 2010 - 24 Sep 2010.
 
DISCS Graduate Committee, 24 Mar 2010 - 24 Mar 2010.
 
University-Related Service
 
Transport Consultant, Ateneo Institute of Sustainability, 25 Apr 2018 - 30 Jun 2019.

Asia-Manila ACM ICPC Regional Contest Director, DISCS, 1 Feb 2016 - 1 Feb 2017.

Advisory to the Ateneo Campus Safety and Mobility Office (CSMO) regarding the proposed change of number of lanes in Katipunan and how to cope with such changes in detail., Campus Safety and Mobility Office (CSMO), 1 Oct 2015 - 31 Dec 2016.

Ateneo Traffic Group (earlier name was Traffic Working Committee), Special Mandate from ADMU President, 10 Oct 2011 - 31 Aug 2014.

Ateneo Traffic Group (earlier name was Traffic Working Committee), Special Mandate from ADMU President, 10

Oct 2011 - 30 Nov 2015.
 
BPI-DOST Science Awards judge, SOSE, 20 Oct 2010 - 29 Dec 2010.
 
Member of the Multi stakeholders traffic and security committee for Ateneo de Manila University, Ateneo, 13 Apr
2009 - 31 Dec 2010.
 
Coordinator, Pedestrian and traffic computing laboratory, 1 Apr 2009 - 30 Jun 2013.
 
Member, Multi stakeholders traffic and security committee for Ateneo de Manila University, 2009, 1 Apr 2009 - 31
Oct 2009.
 
Outreach
 
Consultant to the Department of Transportation (DOTr), BGC Greenway Planning Workshop, Local, 19 Jan 2018 - 26 Jan 2018.

International Board Editor, Civil Engineering Dimension, International, 16 Sep 2017 - 31 Jul 2022.

Advocacy for Walkable and Bike Friendly in Katipunan, Operation Katipunan, ---, 26 May 2014 - 31 May 2017
 

Invited Committee Member, Colombian Journal of Statistics, 29 Oct 2013 - 31 Dec 2014.
 
Board member, International Journal of Transportation, http://www.sersc.org/journals/IJT/, 15 Dec 2012 - 31 Dec
2022.
 
Session Chair, PCSC 2012, 1 Mar 2012 - 3 Mar 2012.
 
Reviewer, Simulation Journal: Transactions of the Society for Modeling and Simulation International, 2 Feb 2012
- 20 Aug 2012.
 
Reviewer, ASCE Journal of Transportation Engineering, 10 Dec 2011 - 24 Jan 2012.
 
Scientific Advisory Board, Advanced Research Workshop: Evacuation and Human Behavior in Emergency
Situations, Santander, Spain, 21 Oct 2011 - 21 Oct 2011.
 
Program Committee, Workshop on Complex Collective Systems in the 9-th International Conference on Parallel
Processing and Applied Mathematics, Torun, Poland, 11 Sep 2011 - 14 Sep 2011.
 
Reviewer, , 9th National Conference on IT Education (NCITE 2011), Palawan State University, October 27-29,
2011, Puerto Princesa, Palawan, Philippines, 31 Aug 2011 - 20 Sep 2011.
 
Reviewer, Lowland Technology International Journal, 28 Jul 2011 - 31 Aug 2011.
 
Scientific Advisory Board, Advanced Research Workshop: Evacuation and Human Behavior in Emergency
Situations, 21 Oct 2001 Santander, Spain, 10 Feb 2011 - 21 Oct 2011.
 
Reviewer, Simulation: Transactions of the Society for Modeling and Simulation International, 9 Oct 2010 - 27 Nov
2010.
 
International Program Committee, ATSS @ IEEE ITSC'2010: 4th Workshop on Artificial Transportation Systems
and Simulation in the 13th International IEEE Conference on Intelligent Transportation Systems, Madeira Island,
Portugal, 19 Sep 2010 - 22 Sep 2010.
 
Reviewer, Environment and Planning A Journal, 8 Sep 2010 - 11 Dec 2010.
 
Reviewer, Philippines Computing Journal Vol 5 No. 1, 6 Jun 2010 - 25 Jun 2010.
 
Program Committee, 6th Workshop on Agents in Traffic and Transportation (ATT2010) associated with the
Autonomous Agents and Multiagent Systems (AAMAS 2010), Toronto, Canada, 10 May 2010 - 11 May 2010.
 
International Honorary Committee, ThaiSim 2010 conference will be held Rajamangala University of Technology
Srivijaya, Thailand, 25 Mar 2010 - 27 Mar 2010.
 
International Honorary Committee member of the ThaiSim 2010 conference will be held Rajamangala University
of Technology Srivijaya, Thailand, March 25-27, 2010, ThaiSim - The Thai Simulation and Gaming Association,
25 Mar 2010 - 27 Mar 2010.
 
Program Committee , the 5th International Pedestrian and Evacuation Dynamics Conference will be held at
National Institute of Standards and Technology, Maryland, USA, March 2010, 8 Mar 2010 - 10 Mar 2010.
 
Program Committee and Chair Session, 5th International Pedestrian and Evacuation Dynamics Conference held
at National Institute of Standards and Technology, Maryland, USA, 8 Mar 2010 - 10 Mar 2010.

Selected Professional Associations, Awards and Recognition: 
2017 Senator Gil J. Puyat Endowed Professorial Chair for school year 2016, Ateneo, 30 Jun 2017
2017 Outstanding Scholarly Work Award of SOSE ADMU
2016 Asia-Manila Regional Director, ACM ICPC Programing Contest
2015 Excellent Poster Presentation Award, Waseda University Japan
2014 Best Paper and Presentation Asian Transportation Research Society
2012 Best paper Award Computing Society of the Philippines
 

Best paper award of the Computing Society of the Philippines 2012 for paper "Data Association for an Adaptive

Multi-target Particle Filter Tracking System" presented during the 12th Philippine Computing Science Congress
(PCSC 2012), Computing Society of the Philippines, 3 Mar 2013.
 
Cum laude honors (1st) & Valedictorian, Petra Christian University, 17 Jul 1992.

Affiliations: 
Professional Organizations Philippines Computing Society, Member, 1 Jan 2009 - 31 Mar 2013. International Multi-Criteria Decision Making Society, Member, 1 Jan 2009 - 31 Dec 2014. Transportation Science Society of the Philippines, Member, 1 Jan 2008 - 31 Mar 2013. World Conference for Transportation Research Society, Member, 1 Jan 2007 - 1 Jan 2008. International Association of Lowland Technology, Life member, 1 Jan 2004 - 1 Jan 2034. IEEE Computer Society, Member, 1 Jan 2003 - 1 Jan 2012. Institute of Electrical and Electronics Engineers, Member, 1 Jan 2003 - 1 Jan 2012. Eastern Asia Society for Transportation Studies, Member, 15 Sep 1996 - 30 Sep 2013. Indonesian Road Development Association, Member, 1 Jan 1995 - 1 Jan 2012. Technical Panels SimWalk Scientific Advisory Board, Member (Software Testing), 1 Feb 2008 - 31 Dec 2015. Research and Discussion Groups Pedestrian and Traffic Research Group, Group Leader, 1 Apr 2009 - 31 Mar 2012. Civic Organizations Saga-Care Aceh Charity Organization for Earthquake Victims in Indonesia, Chairman, 1 Jan 2005 - 30 Apr 2005.