Bobby D. Gerardo

1.3k total citations
105 papers, 797 citations indexed

About

Bobby D. Gerardo is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Information Systems. According to data from OpenAlex, Bobby D. Gerardo has authored 105 papers receiving a total of 797 indexed citations (citations by other indexed papers that have themselves been cited), including 55 papers in Artificial Intelligence, 36 papers in Computer Vision and Pattern Recognition and 25 papers in Information Systems. Recurrent topics in Bobby D. Gerardo's work include Chaos-based Image/Signal Encryption (25 papers), Cryptographic Implementations and Security (17 papers) and Advanced Steganography and Watermarking Techniques (10 papers). Bobby D. Gerardo is often cited by papers focused on Chaos-based Image/Signal Encryption (25 papers), Cryptographic Implementations and Security (17 papers) and Advanced Steganography and Watermarking Techniques (10 papers). Bobby D. Gerardo collaborates with scholars based in Philippines and South Korea. Bobby D. Gerardo's co-authors include Sammy V. Militante, Ruji P. Medina, Alexander A. Hernandez, Yung-Cheol Byun, Mideth Abisado, Arnel C. Fajardo, Mary Jane C. Samonte, Jaewan Lee, Ariel M. Sison and Young Tae Byun and has published in prestigious journals such as Telematics and Informatics, International Journal of Advanced Computer Science and Applications and Journal of Computer Science.

In The Last Decade

Bobby D. Gerardo

90 papers receiving 696 citations

Peers

Bobby D. Gerardo

CVPR

Deepak Kumar India

Haiyan Zhang China

Waleed Albattah Saudi Arabia

J. Andrew India

Sarfraz Nawaz Brohi Malaysia

Ahsan Morshed Australia

Yasir Hamid United Arab Emirates

S. P. Raja India

Niketa Gandhi India

Deepak Kumar India

Bobby D. Gerardo

291 ×0.9

116 ×0.6

124 ×0.8

CVPR

80 ×0.7

117 ×1.1

Citations per year, relative to Bobby D. Gerardo Bobby D. Gerardo (= 1×) peers Deepak Kumar

Countries citing papers authored by Bobby D. Gerardo

Since Specialization

Citations

This map shows the geographic impact of Bobby D. Gerardo's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Bobby D. Gerardo with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Bobby D. Gerardo more than expected).

Fields of papers citing papers by Bobby D. Gerardo

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Bobby D. Gerardo. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Bobby D. Gerardo. The network helps show where Bobby D. Gerardo may publish in the future.

Co-authorship network of co-authors of Bobby D. Gerardo

This figure shows the co-authorship network connecting the top 25 collaborators of Bobby D. Gerardo. A scholar is included among the top collaborators of Bobby D. Gerardo based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Bobby D. Gerardo. Bobby D. Gerardo is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Gerardo, Bobby D., et al.. (2024). Development of Big Data Classifier for Biomedicine Early Diagnosis: An Experimental Approach Using Machine Learning Methods. Journal of Computer Science. 20(4). 379–388.

Gerardo, Bobby D., et al.. (2024). Forecasting of Philippine Stock Exchange Index Using Optimized Artificial Neural Networks with Enhanced PSO Algorithm. International Journal of Engineering Trends and Technology. 72(6). 128–135.

Gerardo, Bobby D., et al.. (2024). Performance Evaluation of Enhanced DCGAN s for Detecting Deepfake Audio Across Selected FoR Datasets. 54–59.

Gerardo, Bobby D., et al.. (2023). COVID-19 Outbreaks Effect on Air Quality Index: Evidence from Enhanced Artificial Neural Network. 6. 1117–1124. 1 indexed citations

Gerardo, Bobby D., et al.. (2023). Philippine Stock Exchange Index Forecasting Using a Tuned Artificial Neural Network Model with a Modified Firefly Algorithm. 113. 1039–1044. 2 indexed citations

Gerardo, Bobby D., et al.. (2023). Prediction Model based on Bagging and Boosting Ensemble Technique for Decision Support System of Autonomous Smart IIoT Smart Aquaponic System. Journal of Physics Conference Series. 2559(1). 12010–12010. 1 indexed citations

Gerardo, Bobby D., et al.. (2022). Time Series Forecasting of HIV/AIDS in the Philippines Using Deep Learning: Does COVID-19 Epidemic Matter?. International Journal of Emerging Technology and Advanced Engineering. 12(9). 144–157. 4 indexed citations

Gerardo, Bobby D., et al.. (2022). IoT-based LED Lighting System with Variable Pulsing Frequency and Dark Periods for Sunflower Microgreens. International Journal of Emerging Technology and Advanced Engineering. 12(8). 136–143. 3 indexed citations

Gerardo, Bobby D., et al.. (2020). Dimensionality Reduction for Classification of Filipino Text Documents based on Improved Bayesian Vectorization Technique. International Journal of Advanced Trends in Computer Science and Engineering. 9(5). 7526–7531. 1 indexed citations

10.

Gerardo, Bobby D., et al.. (2020). Dimensionality Reduction for Classification of Filipino Text Documents based on Improved BayesianVectorization Technique. International Journal of Advanced Trends in Computer Science and Engineering. 9(5). 8037–8042.

11.

Militante, Sammy V., et al.. (2019). Plant Leaf Detection and Disease Recognition using Deep Learning. 579–582. 172 indexed citations

12.

Gerardo, Bobby D., et al.. (2019). Performance Evaluation of Lightweight Advanced Encryption Standard Hardware Implementation. International Journal of Recent Technology and Engineering (IJRTE). 8(2). 1810–1815. 4 indexed citations

13.

Gerardo, Bobby D., et al.. (2019). Modified Key Generation in RSA Algorithm. International Journal of Recent Technology and Engineering (IJRTE). 8(2). 5311–5315. 2 indexed citations

14.

Gerardo, Bobby D., et al.. (2019). Analysis of Key Randomness in Improved One-Time Pad Cryptography. 11–16. 7 indexed citations

15.

Gerardo, Bobby D., et al.. (2019). A Secure Image Watermarking Architecture based on DWT-DCT Domain and Pseudo-Random Number. International Journal of Recent Technology and Engineering (IJRTE). 8(4). 4096–4102. 2 indexed citations

16.

Gerardo, Bobby D., et al.. (2018). Finding the Shortest Path Using Enhanced Ant Algorithm with Path Elimination Rules. 1–6. 4 indexed citations

17.

Gerardo, Bobby D., et al.. (2017). A comparative analysis and review of OTP Grid Authentication Scheme: Development of new scheme. International Journal of Scientific and Research Publications. 7(10). 1 indexed citations

18.

Gerardo, Bobby D., et al.. (2017). Implementing Enhanced AdaBoost Algorithm for Sales Classification and Prediction. International Journal of Trade Economics and Finance. 8(6). 270–273. 4 indexed citations

19.

Gerardo, Bobby D., et al.. (2016). MODIFIED SELECTION OF INITIAL CENTROIDS FOR K- MEANS ALGORITHM. MATTER International Journal of Science and Technology. 2(2). 48–64. 1 indexed citations

20.

Gerardo, Bobby D., et al.. (2006). Locationaware Agent using Data mining for the Distributed Locationbased Services. 1 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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