Bobby D. Gerardo

61 papers A 1B 1C 6Misc 1Journal 6Unranked 46
YearRankTypeTitle / Venue / Authors
2026 J jnl
Adaptive Tuning of the Unscented Kalman Filter using Particle Swarm Optimization for Inertial-GPS Sensor Fusion Systems.
CoRR
Psyche T. Malabo, Bobby D. Gerardo
2025 — conf
Adaptive Sentence Masking (ASM) for Abstractive Legal Summarization with PEGASUS.
ICACS
Nila D. Santiago, Bobby D. Gerardo
2025 — conf
Evaluating the PEGASUS Model for Legal Document Summarization: An Analysis of Coherence, Factuality, and Domain Relevance.
ICACS
Nila D. Santiago, Bobby D. Gerardo
2024 — conf
Active Learning with Adaptive Reinforcement for Informative Sample Selection in Few-Shot Image Classification.
ITCC
Jassiel I. Padios, Bobby D. Gerardo, Ruji P. Medina
2024 — conf
Decoding Sentiment: An Enhanced PCA in Tagalog Speech Using Prosodic Suprasegmental Features.
ICTC
Ailen B. Garcia, Bobby D. Gerardo, Ruji P. Medina
2024 — conf
Optimized Sentiment Analysis in Tagalog Speech Using PCA and BRNN on Prosodic Suprasegmental and MFCC Features.
ICTC
Ailen B. Garcia, Bobby D. Gerardo, Ruji P. Medina
2024 — conf
Performance Evaluation of Enhanced DCGAN s for Detecting Deepfake Audio Across Selected FoR Datasets.
ICTC
Jovelin M. Lapates, Bobby D. Gerardo, Ruji P. Medina
2024 — conf
Spectrogram-Based Analysis and Detection of Deepfake Audio Using Enhanced DCGANs for Secure Content Distribution.
ICTC
Jovelin M. Lapates, Bobby D. Gerardo, Ruji P. Medina
2024 J jnl
Time Series Forecasting of HIV/AIDS in the Philippines Using Deep Learning: Does COVID-19 Epidemic Matter?
CoRR
Sales G. Aribe Jr., Bobby D. Gerardo, Ruji P. Medina
2023 — conf
COVID-19 Outbreaks Effect on Air Quality Index: Evidence from Enhanced Artificial Neural Network.
ICCCS
Mary Joy D. Viñas, Bobby D. Gerardo, Ruji P. Medina, Mark Jovic A. Daday
2023 — conf
Twitter Sentiment Analysis with Maximum Entropy and Naive Bayes Using N -gram Approach.
ICIMTech
Guilbert Nicanor A. Atillo, Bobby D. Gerardo, Ruji P. Medina
2020 — conf
Fuzzy Rule Based Inference System in Patient Diagnosis of Breast Tumor in Fine Needle Aspiration.
BDET
Mylene J. Domingo, Bobby D. Gerardo, Ruji P. Medina
2020 A conf
Key Generation for Zero Steganography Using DNA Sequences.
ECAI
Zhella Anne Nisperos, Bobby D. Gerardo, Alexander A. Hernandez
2020 — conf
LSB Substitution Image Steganography Based on Randomized Pixel Selection and One-Time Pad Encryption.
BDSIC
Manocher C. Alipour, Bobby D. Gerardo, Ruji P. Medina
2020 J jnl
Self-Organizing Map with Nguyen-Widrow Initialization Algorithm for groundwater Vulnerability Assessment.
Int. J. Comput.
Maureen Nettie Linan, Bobby D. Gerardo, Ruji Medina
2019 — conf
A Secure Image Encryption Architecture Based on Pseudorandom Number Generator and Chaotic Logistic Map.
DSIT
Manocher C. Alipour, Bobby D. Gerardo, Ruji P. Medina
2019 — conf
A correlation analysis of the sentiment analysis scores and numerical ratings of the students in the faculty evaluation.
AIPR
Jay-ar P. Lalata, Bobby D. Gerardo, Ruji Medina
2019 — conf
Aggregating Filter Feature Selection Methods to Enhance Multiclass Text Classification.
ICIT
Rhodessa J. Cascaro, Bobby D. Gerardo, Ruji P. Medina
2019 — conf
Applying Modified SHA256 on Blockchain using Challenge Response and Off-chain Signatures Patterns.
ICGSP
Maria Rona Perez, Bobby D. Gerardo, Ruji Medina
2019 — conf
Feasibility Assessment on the Implementation of the Enhanced XXTEA on IoT Devices.
ICSET
Elbert M. Galas, Bobby D. Gerardo
2019 — conf
Filter Selection Methods for Multiclass Classification.
ICCBD
Rhodessa J. Cascaro, Bobby D. Gerardo, Ruji P. Medina
2019 — conf
Fuzzy decision tree for breast cancer prediction.
AISS
Mylene J. Domingo, Bobby D. Gerardo, Ruji P. Medina
2019 — conf
Implementation of Enhanced Secure Hash Algorithm Towards a Secured Web Portal.
ICCCS
Froilan E. De Guzman, Bobby D. Gerardo, Ruji P. Medina
2019 — conf
Relocating Local Outliers Produced by Partitioning Methods.
ICCBD
Rogelio O. Badiang Jr., Bobby D. Gerardo, Ruji P. Medina
2018 — conf
A Modified Approach of Blowfish Algorithm Based On S-Box Permutation using Shuffle Algorithm.
ICNCC
Reynaldo R. Corpuz, Bobby D. Gerardo, Ruji P. Medina
2018 — conf
A hybrid approach towards improved artificial neural network training for short-term load forecasting.
DSIT
Cielito C. Olegario, Andrei D. Coronel, Ruji P. Medina, Bobby D. Gerardo
2018 — conf
Cover Image Selection Technique for Secured LSB-based Image Steganography.
ACAI
Mark Rennel D. Molato, Bobby D. Gerardo
2018 — conf
Enhancing Inverse Ant Algorithm using Path Elimination Rules.
ICNCC
Jaymer M. Jayoma, Bobby D. Gerardo, Ruji P. Medina
2018 — conf
ICD-9 Tagging of Clinical Notes Using Topical Word Embedding.
ICIEB
Mary Jane C. Samonte, Bobby D. Gerardo, Arnel C. Fajardo, Ruji P. Medina
2018 — conf
Inverse Ant Algorithm.
MIWAI
Jaymer M. Jayoma, Bobby D. Gerardo, Ruji Medina
2018 — conf
Towards academic affect modeling through experimental hybrid gesture recognition algorithm.
DSIT
Mideth B. Abisado, Bobby D. Gerardo, Larry A. Vea, Ruji P. Medina
2018 — conf
Using a Modified Approach of Blowfish Algorithm for Data Security in Cloud Computing.
ICIT
Reynaldo R. Corpuz, Bobby D. Gerardo, Ruji P. Medina
2017 J jnl
A Unique One-Time Password Table Sequence Pattern Authentication: Application to Bicol University Union of Federated Faculty Association, Inc. (BUUFFAI) eVoting System.
CoRR
Benedicto B. Balilo Jr., Bobby D. Gerardo, Ruji P. Medina, Yung-Cheol Byun
2017 Misc conf
Predicting Classification of Telecommunication Subscribers Based on Polytomous Logistic Regression Usage Model.
ICMLC
Rosmina Joy Cabauatan, Bobby D. Gerardo
2017 — conf
Towards enhanced hierarchical attention networks in ICD-9 tagging of clinical notes.
ICCIP
Mary Jane C. Samonte, Bobby D. Gerardo, Ruji P. Medina
2016 — conf
Discovering usage patterns of telecommunication subscribers based on polytomous logistic regression.
ICCIP
Rosmina Joy Cabauatan, Bobby D. Gerardo
2013 C conf
Decision support system for agricultural management using prediction algorithm.
ICIS
Mark Ian Animas, Yung-Cheol Byun, Bobby D. Gerardo, Ma. Beth S. Concepcion
2012 B conf
A Rule-based Parallel Processing to Speed-Up an Application.
CEC
Jo Ryan Basco, Bobby D. Gerardo, Cyreneo Dofitas Jr., Yung-Cheol Byun
2012 — conf
Ultrasonic Key Recognition: Security Algorithm for Pre-composed High Frequency Sound as a Mode of Unlocking a Security Lock.
ACIS-ICIS
Jeric Ryan R. De Josef, Bobby D. Gerardo, Ma. Beth S. Concepcion, Kyle Gabriel V. Oreta, Yung-Cheol Byun
2011 C conf
A Rule-Based Fuzzy Diagnostics Decision Support System for Tuberculosis.
SERA
April Rose C. Semogan, Bobby D. Gerardo, Bartolome T. Tanguilig III, Joel T. de Castro, Louie F. Cervantes
2011 C conf
An Improved Data Encryption Standard to Secure Data Using Smart Cards.
SERA
Ariel M. Sison, Bartolome T. Tanguilig III, Bobby D. Gerardo, Yung-Cheol Byun
2011 — conf
Automated Video Surveillance for Monitoring Intrusions Using Intelligent Middleware Based on Neural Network.
FGIT-FGCN (2)
Ana Rhea Pangapalan, Bobby D. Gerardo, Yung-Cheol Byun, Joel T. de Castro, Francisca D. Osorio
2011 C conf
Data Extraction Using Preprocessing Compression Based on LZW to Improve DB Performance.
SERA
Bartolome T. Tanguilig III, Ariel M. Sison, Bobby D. Gerardo, Yung-Cheol Byun
2011 — conf
Hierarchical Clustering and Association Rule Discovery Process for Efficient Decision Support System.
FGIT-FGCN (2)
Bobby D. Gerardo, Yung-Cheol Byun, Bartolome T. Tanguilig III
2011 C conf
Predicting Faculty Performance Using Regression Model in Data Mining.
SERA
Raymond S. Bermudez, Joseph O. Manalang, Bobby D. Gerardo, Bartolome T. Tanguilig III
2011 — conf
SMS-Based Automatic Billing System of Household Power Consumption Based on Active Experts Messaging.
FGIT-FGCN (2)
Mark Dominic Cabioc, Bobby D. Gerardo, Yung-Cheol Byun
2009 J jnl
A framework for discovering relevant patterns using aggregation and intelligent data mining agents in telematics systems.
Telematics Informatics
Bobby D. Gerardo, Jaewan Lee
2009 C conf
ALE-Compliant RFID Middleware for Mobile Environment.
SNPD
Yung-Cheol Byun, Ji-Wong Byun, Sang-Yong Byun, Bobby D. Gerardo
2007 — conf
Framework for Data Aggregation and Insurance Service in Vehicle Telematics Using Multi-agents.
KES-AMSTA
Bobby D. Gerardo, Jaewan Lee, Malrey Lee
2007 — conf
Healthcare Expert System Based on the Group Cooperation Model.
IPC
Romeo Mark A. Mateo, Bobby D. Gerardo, Jaewan Lee
2007 — conf
Intelligent Search Mechanism Based on Neuro-Fuzzy System for the Distributed Object Groups.
IPC
Romeo Mark A. Mateo, Bobby D. Gerardo, Jaewan Lee
2006 — conf
Discovering Patterns Based on Fuzzy Logic Theory.
ICCSA (4)
Bobby D. Gerardo, Jaewan Lee, Su-Chong Joo
2006 — conf
Intelligent Information Search Mechanism Using Filtering and NFC Based on Multi-agents in the Distributed Environment.
ICCSA (3)
Subong Yi, Bobby D. Gerardo, Young-Seok Lee, Jaewan Lee
2006 — conf
Location-Aware Agent Using Data Mining for the Distributed Location-Based Services.
ICCSA (5)
Jaewan Lee, Romeo Mark A. Mateo, Bobby D. Gerardo, Sung-Hyun Go
2005 — conf
An Agent for the HCARD Model in the Distributed Environment.
CIS (1)
Bobby D. Gerardo, Jaewan Lee, Jae-Jeong Hwang, Jung-Eun Kim
2005 — conf
Location Management Using Hierarchical Structured Agents for Distributed Databases.
CIS (1)
Romeo Mark A. Mateo, Bobby D. Gerardo, Jaewan Lee
2005 — conf
The Information Search System Using Neural Network and Fuzzy Clustering Based on Mobile Agent.
ICCSA (2)
Jaeseon Ko, Bobby D. Gerardo, Jaewan Lee, Jae-Jeong Hwang
2005 — conf
The K-Means Clustering Architecture in the Multi-stage Data Mining Process.
ICCSA (2)
Bobby D. Gerardo, Jaewan Lee, Yeon-Sung Choi, Malrey Lee
2004 — conf
Association Rule Discovery in Data Mining by Implementing Principal Component Analysis.
AIS
Bobby D. Gerardo, Jaewan Lee, In-Ho Ra, Sang-Yong Byun
2004 — conf
The Association Rule Algorithm with Missing Data in Data Mining.
ICCSA (1)
Bobby D. Gerardo, Jaewan Lee, Jung-sik Lee, Mingi Park, Malrey Lee
2003 J jnl
Association Rule Mining Algorithm and Analysis of Missing Values.
J. Inform. and Commun. Convergence Engineering
Jaewan Lee, Bobby D. Gerardo, Gui-Tae Kim, Jinseob Jeong