Fernandez, Proceso Jr. L.

Status: 
Full Time
Administrative Position: 

Director, Technology Management Office 

Director, Ateneo Intellectual Property Office (AIPO)

 

Contact No.: 
(+ 632) 426 6001 loc. 5660
Biography: 

PhD Computer Science, Ateneo de Manila University


Professional Association & Recognition: 
Novare Tehnologies, Data Mining Consultant, 17 Feb 2014 - 17 Mar 2014.
 
Questronix Corporation, Consultant for Data Extraction, Warehousing and Analysis (DEWA) project, 7 Mar 2013
- 31 May 2014.
 
Globe Philippines, Data Mining Consultant, 1 Dec 2011 - 31 Mar 2012.
 
M2.0 Communications, Computing Problems Consultant for the 4G25B Code Jam Competition of NetworkLabs,
18 Feb 2011 - 21 May 2011.
 
Vibal Publishing, Inc., Editor (Computer Education textbooks), 1 Dec 2010 - 1 Dec 2011.
Courses Taught: 
AMC 22 FUNDAMENTALS OF COMPUTING II 
CS 101  MATHEMATICS FOR COMPUTER SCIENCE I 
CS 110  DATA STRUCTURES AND ALGORITHMS  
CS 123 / CS 231  INTRODUCTION TO SOFTWARE ENGINEERING
CS 130 THEORY OF COMPUTATION
CS 158 / CS 268  COMPUTER SIMULATION
CS 139.3 SPECIAL TOPICS IN THEORY: ADVANCED COMPUTER SCIENCE PROBLEM SOLVING I
CS 197  INTEGRATIVE PROJECT
CS 240 THEORY OF ALGORITHMS
CS 242 THEORY OF AUTOMATA AND FORMAL LANGUAGES
CS 290 METHODS OF RESEARCH
CS 292 INDEPENDENT PROJECT II
CS 295.L3  SEMINAR: ADVANCED ALGORITHM 
CS 295.S51 / CS 320.1  SEMINAR IN COMPUTER SCIENCE: DATA MINING
CS 298 METHODS OF TEACHING COMPUTER SCIENCE
CS 301 METHODS OF RESEARCH I 
CS 302 METHODS OF RESEARCH II
CS 320 SPECIAL TOPICS IN COMPUTER SCIENCE THEORY
CS 320.1 SEMINAR IN COMPUTER SCIENCE THEORY: DATA MINING
CS 320.2 SEMINAR IN COMPUTER SCIENCE THEORY: COMPUTER SIMULATION
MA 295K.1 SEMINAR IN COMPUTER MODELING AND SIMULATION

Research Interest: 

Theoretical Computer Science, Algorithms, Data Mining, Flash Codes


Research: 
Rey Benjamin M. Baquirin and Proceso L. Fernandez Jr., "Artificial Neural Network (ANN) in a Small Dataset to determine Neutrality in the Pronunciation of English as a Foreign Language in Filipino Call Center Agents", Inteligencia Artificial, 21 (2018), 134-144, International.

Rey Benjamin Baquirin and Proceso Fernandez, "Artificial Neural Network for Neutrality Classification of Filipino Call Center Agents' English Pronunciation", Proceedings of the Information and Computing Education Conference (ICE 2018), 2018, National (Philippines).

Mary Anne Sy Roa and Proceso Fernandez, "Development of an Electronic Nose for Olfactory System Modelling using Artificial Neural Network", Transactions on Machine Learning and Artificial Intelligence, 6 (2018), 30-41, International.

Rodelio Arenas and Proceso Fernandez, "CredenceLedger: A Permissioned Blockchain for Verifiable Academic Credentials", Proceedings of the International Conference on Engineering, Technology and Innovation, 2018, International.

Mary Aveline Germar and Proceso Fernandez, "Time Advancement and Bounds Intersection Checking for Faster Broad-Phase Collision Detection of Paired Object Trajectories", International Journal of Advances in Electronics and Computer Science, 5 (2018), 4-9, International.

Randy Domantay and Proceso Fernandez, "Development of an ICT Adoption Maturity Model for Philippine Higher Education Institutions", Proceedings of the 5th National Conference on Open and Distance e-Learning (NCODeL 2017), 2017, National (Philippines).

Elvira P. de Lara-Tuprio, Ramil T. Bataller, Allen Dominique D. Torres, Emmanuel A. Cabral and Proceso L. Fernandez Jr, "Forecasting the Term Structure of Philippine Interest Rates Using the Dynamic Nelson-Siegel Model", DLSU Business & Economics Review, 27 (2017), 190-200, National (Philippines).

Mark Joseph D. Ronquillo and Proceso L. Fernandez, "EMS-GT2: An Improved Exact Solution for the (l,d)-Planted Motif Problem", International Journal of Technology and Engineering Studies, 3 (2017), 124-132, International.

Jan Miles Co and Proceso Fernandez, "Time-Series Link Prediction Using Support Vector Machines", Philippine Journal of Science, 146 (2017), 105-116, National (Philippines).

Mary Anne Roa and Proceso Fernandez, "Study on Optimization of Artificial Neural Network Generalization Power Based on Architecture", International Journal of Soft Computing and Artificial Intelligence, 5 (2017), 24-29, International.

Joseph Bautista and Proceso Fernandez, "A Comparative Analysis of Numerical Solutions for Solving Stellar Structure Equations", Proceedings of the 17th Philippine Computing Science Congress (PCSC 2017), 2017, National (Philippines).

Kenneth Ivanson D. Laurel and Proceso L. Fernandez, "Flash codes with multibit update for asymmetrical write memory device", Journal of Advances in Technology and Engineering Research, 3 (2017), 11-18, International.

Mary Anne Sy Roa and Proceso Fernandez, "Study on Optimization of Artificial Neural Network Generalization Power Based on Architecture", Proceedings of the International Conference on Science, Technology, Engineering and Management (ICSTEM), 2017, International.

Kenneth Ivanson D. Laurel and Proceso L. Fernandez, "A Hybrid Multibit-Update Flash Code", Proceedings of the 10th International collaboration Symposium on Information, Production and Systems (ISIPS 2016), 2016, International.

William Bernard Leonor and Proceso Fernandez., "Modification of Gibbs Sampling Algorithm in Finding Planted DNA (l, d)-Motifs through Variations of Exemption Count", Proceedings of the 14th National Conference on Information Technology Education (NCITE 2016), 2016, National (Philippines).

Jaime Miguel Tropezado and Proceso Fernandez, "Uniform Partition Mean-based Color Quantization for Image Compression", Proceedings of the 14th National Conference on Information Technology Education (NCITE 2016), 2016, National (Philippines).

Jan Miles Co and Proceso Fernandez, "Time-Series Link Prediction on a Multiplex Network", Proceedings of the International Conference on Engineering & Technology, Computer, Basic & Applied Sciences (ECBA-2016), 2016, International.

Mark Ronquillo and Proceso Fernandez, "EMS-GT2: An Improved Exact Solution for the (l, d)-Planted Motif Problem", Proceedings of the International Conference on Engineering & Technology, Computer, Basic & Applied Sciences (ECBA-2016), 2016, International.

Kenneth Ivanson Laurel and Proceso Fernandez, "Flash Codes with Multibit Update for Asymmetrical Write Memory Devices", Proceedings of the International Conference on Engineering & Technology, Computer, Basic & Applied Sciences (ECBA-2016), 2016, International.

Mary Anne Sy Roa and Proceso L. Fernandez, "A Study of the Effect of Network Architecture Design in Artificial Neural Network Performance Applied To Electronic Olfactory Device", Proceedings of the National Graduate Student Leadership and Research Conference, 2016, National (Philippines).

Jan Miles Co and Proceso Fernandez, "Link Prediction in a Weighted Network using Support Vector Machine", Proceedings of the 4th International Conference on Information Technology and Science, 2016, International.

Ryan Rey Daga and Proceso Fernandez, "k-d Tree-Segmented Block Truncation Coding for Image Compression", MATEC Web of Conferences, 56 (2016), International.

Jan Miles Co and Proceso Fernandez, "Improving the Vector Auto Regression Technique for Time-Series Link Prediction by using Support Vector Machine", MATEC Web of Conferences, 56 (2016), International.

Ryan Rey Daga and Proceso Fernandez, "Improved Quadtree-Segmented Block Tuncation Coding for Color Image Compression", Proceedings of the 16th Philippine Computing Science Congress (PCSC 2016), 2016, National (Philippines).

Xavier Jeaspher Eser, Patricia Angela Abu and Proceso Fernandez, "Modifying the Teknomo-Fernandez Algorithm for Accurate Real-Time Background Subtraction", Proceedings of the 16th Philippine Computing Science Congress (PCSC 2016), 2016, National (Philippines).

Frederick F. Patacsil, Alvin R. Malicdem and Proceso L. Fernandez, "Estimating Filipino ISPs Customer Satisfaction Using Sentiment Analysis", Computer Science and Information Technology, 3 (2015), 8-13, International.

Maria Clara Isabel D. Sia, Julieta Q. Nabos, Proceso L. Fernandez, "An Efficient Exact Solution to the (l,d)-Planted Motif Problem", Proceedings of the 8th AUN/SEED-Net Regional Conference on Electrical and Electronics Engineering, 2015, International.

Patricia Angela Abu and Proceso Fernandez, "Extending the Teknomo-Fernandez Background Image ATENEO DE MANILA UNIVERSITY LOYOLA SCHOOLS Generation Algorithm on the HSV Colour Space", WSEAS Transactions on Information Science and Applications, 12 (2015), 230-240, International.

Ryan Rey M. Daga and Proceso L. Fernandez, "Multi-Partition Block Truncation Coding for Image Compression", Proceedings of the NCITE 2015, 2015, National (Philippines).

Reynald Jay F. Hidalgo and Proceso L. Fernandez, "Functional Requirements Identification Using Item-to-Item Collaborative Filtering", International Journal of Information and Education Technology, 5 (2015), 758-762, International.

Generino P. Siddayao, Sony E. Valdez, and Proceso L. Fernandez, "Modeling Flood Risk for an Urban CBD Using AHP and GIS", International Journal of Information and Education Technology, 5 (2015), 748-753, International.

Sony E. Valdez, Generino P. Siddayao, and Proceso L. Fernandez, "The Effectiveness of Using a Modified 'Beat Frequent Pick' Algorithm in the First International RoShamBo Tournament", International Journal of Information and Education Technology, 5 (2015), 740-747, International.

Alvin R. Malicdem, Proceso L. Fernandez, "Rice Blast Disease Forecasting for Northern Philippines", WSEAS Transactions on Information Science and Applications, 12 (2015), 120-129, International.

Ariel Maguyon and Proceso Fernandez, "Introducing Sub-Block Absorption to Improve the Performance of the Layered Indexless Indexed Flash Code", Journal of Computers, 26 (2015), 18-28, International.

Raymund Dilan and Proceso Fernandez, "Quality Framework on Contextual Challenges in Online Distance Education for Developing Countries", Proceedings of the 15th Philippine Science Computing Congress (PCSC2015), 2015, National (Philippines).

Jasper Agustin and Proceso Fernandez, "Circular Pair Flash Code", Proceedings of the 15th Philippine Computing Science Congress (PCSC2015), 2015, National (Philippines).

Frederick Patacsil, and Proceso Fernandez, "Blog Comments Sentence Level Sentiment Analysis for Estimating Filipino Customer Satisfaction", International Conference Data Mining, Civil and Mechanical Engineering (ICDMCME'2015), 2015, International.

Beverly Estephany Parilla-Ferrer, Proceso L. Fernandez Jr. and Jaime T. Ballena IV,, "Automatic Classification of Disaster-Related Tweets", International conference on Innovative Engineering Technologies (ICIET'2014) Dec. 28-29, 2014 Bangkok (Thailand), 2014, International.

Gabriel Alberto A. Sanchez, Proceso L. Fernandez and John Paul C. Vergara, "Some Heuristics for the 2-Poset Cover Problem", Philippine Computing Journal, 9 (2014), 26-32, National (Philippines).

Sony E. Valdez, Vitruvius John D. Barayuga and Proceso L. Fernandez, "The Effectiveness of using a Historical Sequence-based Predictor Algorithm in the First International RoShambo Tournament", International Journal of Innovative Research in Information Security (IJIRIS), 1 (2014), 59-65, International.

Patricia Angela Abu and Proceso Fernandez, "Performance Comparison of the Teknomo-Fernandez Algorithm on the RGB and HSV Colour Spaces", Proceedings of the 7th IEEE International Conference Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment and Management (HNICEM), 2014, International.

Alvin Malicdem and Proceso Fernandez, "Kernel-based Support Vector Machine for Rice Blast Prediction in Northern Philippines", Proceedings of the NCITE 2014, 2014, National (Philippines).

Mark Bautista and Proceso Fernandez, "The Sequential Cascade Flash Code: A Novel Flash Code with Simultaneous Bit Updates", Proceedings of the NCITE 2014, 2014, National (Philippines).

Riz Rupert L. Ortiz and Proceso L. Fernandez, Jr., "The K-Partition Flash Code with BIFC-based Sharing and some Variants", International Journal of Multimedia and Ubiquitous Engineering, 9 (2014), 381-396, International.

Kardi Teknomo and Proceso Fernandez, "A Theoretical Foundation for the Relationship between Generalized Origin Destination and Flow Matrix based on Ordinal Graph Trajectories", Journal of Advanced Transportation, 48 (2014), 608-626, International

Generino P. Siddayao, Sony E. Valdez and Proceso L. Fernandez, "Analytic Hierarchy Process (AHP) in Spatial

Modeling for Floodplain Risk Assesment", Proceedings of the 2014 International Conference on Knowledge
Engineering and Applications, 2014.
 
Patricia Angela Abu, Proceso Fernandez, "Extendibility of the Teknomo-Fernandez Algorithm for Background
Image Generation", Proceedings of the 13th International Conference on Applied Computational Science
(ACACOS '14), 20 (2014), 28-37.
 
Alvin Malicdem, Frederick Patacsil, Proceso Fernandez, "Dimension Reduction and Pattern Recognition for Rice
Blast Disease", Proceedings of the 13th International Conference on Applied Computational Science (ACACOS
'14), 20 (2014), 44-50.
 
Riz Rupert Ortiz, Herbert Esling, Proceso Fernandez, "Combining Flash Codes for Write Deficiency Reduction",
International Journal of Software Engineering and Its Applications, 8 (2014), 47-60.
 
Michael Ybanez, Kardi Teknomo and Proceso Fernandez, "Hadamard Product Decomposition And Mutually
Exclusive Matrices On Network Structure And Utilization", Proceedings of the International Conference on
Innovation Challenges in Multidisciplinary Research and Practice, 2013.
 
Herbert R. Esling, Riz Rupert L. Ortiz and Proceso L. Fernandez, "Bi-Modal Flash Code using Index-less Indexed
Flash Code and Layered Index-less Indexed Flash Code", Advanced Science and Technology Letters (ASTL), 35
(2013), 19-22.
 
Proceso Fernandez, Lenwood Heath, Naren Ramakrishnan, Michael Tan, John Paul Vergara, "Mining Posets
from Linear Orders", Discrete Mathematics, Algorithms and Applications, 5 (2013).
 
Adrian Leo Pajarillo and Proceso Fernandez, "Pair Sharing Partition Flash Code", Proceedings of the 11th
National Conference for Information Technology Educators, 2013.
 
Geonina Noriel Corneby, Lea Karla Sanchez, Michael Joseph Tan, Yuichi Kaji and Proceso Fernandez, "Phoenix
Flash Code: Introducing the Absorption and Revival Operations for Reducing Flash Memory Write Deficiency",
Proceedings of the 11th National Conference for Information Technology Educators, 2013.
 
Michael Joseph Tan, Proceso Fernandez, Nino Salazar, Jayzon Ty and Yuichi Kaji, "Flash Code with Dual
Modes of Encoding", Workshop on Computation: Theory and Practice 2013, 2013.
 
Coronel, A.D., Maguyon, A.M., Fernandez, P.L., "Specific Melodic features for Classical and Non-Classical
Melody Evaluation", Philippine Computing Journal, 8 (2013), 9-14.
 
Juliet Nabos and Proceso Fernandez, Jr., "Finding Planted DNA Motifs Using Gibbs Sampling with Simulated
Annealing and Neighborhood Search", Proceedings of the 13th Philippine Computing Science Congress (PCSC
2013), 2013.
 
Andrei Coronel, Ariel Maguyon and Proceso Fernandez, "Specifying Features for Classical and Non-Classical
Melody Evaluation", Proceedings of the 13th Philippine Computing Science Congress (PCSC 2013), 2013.
 
Patricia Angela Abu, Varian Sherwin Chu, Proceso Fernandez, "A Monte-Carlo-based Algorithm for Background
Generation", Philippine Information Technology Journal, 6 (2013), 4-10.
 
Michael Tan, Proceso Fernandez, Nino Salazar, Jayzon Ty and Yuichi Kaji, "Multi-Mode Encoding with Binary-
Indexed Flash Code", IEICE Technical Report IT2012-56, 112 (2013), 41-46.
 
Varian Chu, Patricia Angela Reyes-Abu and Proceso Fernandez, "A Comparison of the TF Background
Generation Algorithm and a Simple Variant", Proceedings of the 8th Engineering Research and Development for
Technology Conference (ERDT 2012), 2012.
 
Patricia Angela Reyes-Abu, Varian Sherwin Chu and Proceso Fernandez, "A Monte-Carlo-based Algorithm for
Background Generation", Proceedings of the 10th National Conference on Information Technology Education
(NCITE 2012), 2012.
 
Kardi Teknomo and Proceso Fernandez, "A Theoretical Foundation for the Relationship between Generalized
Origin Destination and Flow Matrix based on Ordinal Graph Trajectories", Journal of Advanced Transportation,
DOI: 10.1002/atr.1214 (2012).
 
Kardi Teknomo and Proceso Fernandez, "Simulating Optimum Egress Time", Safety Science, 50 (2012),
1228-1236.
 
Saman Saadat, Kardi Teknomo and Proceso Fernandez Jr., "Automation of Tracking Trajectories in a Crowded
Situation", Fire Technology, 48 (2012), 73-90.
 
Ivy D. Ordanel and Proceso L. Fernandez, "Reconstructing a Tree Posey from Linear Extensions", Philippine
Information Technology Journal, 4 (2011), 18-23.
 
Michael F. Ybanez and Proceso L. Fernandez, "A Comparative Analysis of Different Pairwise Sequence
Alignment Strategies", Philippine Information Technology Journal, 4 (2011), 29-34.
 
Alvin Francis Dumalus and Proceso Fernandez, "Authorship Attribution Using Writer's Rhythm Based On Lexical
Stress", Proceedings of the 11th Philippine Computing Science Congress, 12 (2011), 82-88.
 
J. Yiu, P. Fernandez and P. A. Arana, "Comparative Analysis of Combinations of Dimension Reduction and Data
Mining Techniques for Malware Detection", Philippine Information Technology Journal, 3 (2010), 26-32.
Kardi Teknomo and Proceso Fernandez, "Background Image Generation Using Boolean Operations", Philippine
Computing Journal, 4 (2010).

University Service and Outreach: 
Standing Committees

Committee on Faculty Development, 1 Apr 2017 - 31 Mar 2018
 

Adhoc Metrics Committee (Chairs / Program Directors), 20 Sep 2011 - 7 Oct 2011.
 
School Council, 1 Apr 2009 - 31 Mar 2012.
 
Discipline Committee, 1 Jun 2008 - 31 Mar 2011.
 
University-Related Service

Member, LS Traffic & Mobility Group, 27 Sep 2017 - 27 Sep 2017.
 

Member, Ateneo Traffic Research Group, 7 Jan 2012 - 7 Jan 2013.
 
Member, SOSE committee for ERDT scholarships, 14 Jun 2011 - 31 May 2012.
 
Coach, ACM-ICPC Programming Teams, DISCS, 1 Nov 2009 - 31 Mar 2013.
 
Member, BPI Science Awards Search committee, 1 Nov 2008 - 30 Nov 2008.
 
Outreach
 
Reviewer, Ateneo de Naga University URC Project Proposal, Local, 9 Jun 2017 - 30 Sep 2017.

Visiting Professor, Ateneo de Davao University, Local, 1 Jul 2016 - 8 Oct 2016.

Dissertation Class Adviser, University of the Cordilleras, Local, 1 Jan 2016 - 1 May 2016.

CS Advisory Board Member, FEU Institute of Technology, Local, 17 Oct 2015 - 16 Oct 2017.

Board Member, Computing Society of the Philippines, Local, 1 Mar 2013 - 1 Mar 2019.
 

Visiting Professor, University of the Cordilleras, Baguio City, 29 Nov 2012 - 2 Jun 2014.
 
Visiting Professor, Ateneo de Davao University, 20 Jul 2012 - 6 Oct 2012.
 
Committee Member, Philippines-Berkeley Advanced Research Institutes exploration, 15 Feb 2012 - 23 Feb
2012.
 
Institutional Representative, Philippine Society of Information Technology Educators, 20 Oct 2011 - 19 Oct 2012.
 
Member, CHED Techical Committee on Computer Science, 1 Jan 2011 - 31 Dec 2014.
 
Member, Computing Society of the Philippines, 5 Mar 2010 - 5 Mar 2014.

Selected Professional Associations, Awards and Recognition: 
Best Conference Paper, Philippine Society of IT Educators, 22 Oct 2016. Best Conference Paper, Computing Society of the Philippines, 18 Mar 2016.

Best Manuscript, The Standard International Journals (The SIJ), 3 Dec 2014.

Best Paper, 7th IEEE International Conference Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment and Management (HNICEM), IEEE, 14 Nov 2014.

Best Research Paper, 5th Annual International Conference on Computer Science Education: Innovation and Technology (CSEIT 2014), Global Science and Technology Forum, 23 Sep 2014.

2013 Philippine Computing Science Congress (PCSC 2013) Best Paper, Computing Society of the Philippines, 8

Mar 2013.
 
2009 PCASTRD Outstanding Dissertation Award in Advanced Science and Technology (Computer Science / IT),
Philippine Council for Advanced Science and Technology Research and Development, 18 Dec 2009.

Affiliations: 
Computing Society of the Philippines, Board Member, 1 Mar 2013 - 1 Mar 2019. Philippine Society of IT Educators, Institutional Representative of Ateneo de Manila University, 12 Oct 2011 - 11 Oct 2012. Computing Society of the Philippines, Member, 5 Mar 2011 - 5 Mar 2014. Technical Panel Meeting on Information Computer Technology (PCASTRD, DOST), Member, 25 Feb 2011 - 25 Feb 2011. Technical Committee on Computer Science, CHED TPITE, Member, 1 Jan 2011 - 31 Dec 2014. Value at Risk Models for Fixed Income and Derivatives Portfolios, Collaborator, 1 Sep 2012 - 31 Mar 2013. Disaster Management Group, Collaborator, 15 Aug 2012 - 31 Mar 2013. Computing Algorithms and Applications, Head, 1 Jun 2012 - 1 Jun 2014. ADMU-UP CS Theory Group, Collaborator, 6 Dec 2011 - 1 Jun 2012. Social Golfer Problem, Collaborator, 16 Aug 2011 - 31 Mar 2012. CS Theory and Data Mining, Head, 1 Jun 2010 - 1 Jun 2012.