A hybrid framework for social tag recommendation using context driven social information. - Gerard Deepak; Sheeba Priyadarshini (Int. J. Soc. Comput. Cyber Phys. Syst., 2016)

Personalized and Enhanced Hybridized Semantic Algorithm for web image retrieval incorporating ontology classification, strategic query expansion, and content-based analysis. - Gerard Deepak; Sheeba Priyadarshini (Comput. Electr. Eng., 2018)

OntoCommerce: an ontology focused semantic framework for personalised product recommendation for user targeted e-commerce. - Gerard Deepak; Dheera Kasaraneni (Int. J. Comput. Aided Eng. Technol., 2019)

An intelligent inventive system for personalised webpage recommendation based on ontology semantics. - Gerard Deepak; Ansaf Ahmed; B. Skanda (Int. J. Intell. Syst. Technol. Appl., 2019)

AnnotSemRec: An RDF Based Semantic Framework for Personalized Web Image Search. - Gerard Deepak; A. Santhana Vijayan (HIS, 2020)

LWOntoRec: Light Weight Ontology Based Novel Diversified Tag Aware Song Recommendation System. - Saicharan Gadamshetti; Gerard Deepak; A. Santhana Vijayan (ISDA, 2020)

HCRDL: A Hybridized Approach for Course Recommendation Using Deep Learning. - N. Roopak; Gerard Deepak; A. Santhana Vijayan (ISDA, 2020)

Ontology-Based Knowledge Description Model for Climate Change. - Deepak Surya; Gerard Deepak; A. Santhanavijayan (ISDA, 2020)

OntoBestFit: A Best-Fit Occurrence Estimation strategy for RDF driven faceted semantic search. - Gerard Deepak; A. Santhana Vijayan (Comput. Commun., 2020)

IISWS: Integrative Intelligent System for a Multi-Domain Diversified Semantic Search. - Gerard Deepak; A. Santhanavijayan (ISIC, 2021)

Metadata Driven Semantically Aware Medical Query Expansion. - Rituraj Ojha; Gerard Deepak (KGSWC, 2021)

OntoKnowNHS: Ontology Driven Knowledge Centric Novel Hybridised Semantic Scheme for Image Recommendation Using Knowledge Graph. - N. Roopak; Gerard Deepak (KGSWC, 2021)

An intelligent system for modeling and evaluation of domain ontologies for Crystallography as a prospective domain with a focus on their retrieval. - Gerard Deepak; Zameer Gulzar; A. Anny Leema (Comput. Electr. Eng., 2021)

A knowledge centric hybridized approach for crime classification incorporating deep bi-LSTM neural network. - Gerard Deepak; S. Rooban; A. Santhanavijayan (Multim. Tools Appl., 2021)

KMetaTagger: A Knowledge Centric Metadata Driven Hybrid Tag Recommendation Model Encompassing Machine Intelligence. - R. Ashvanth; Gerard Deepak; J. Sheeba Priyadarshini; A. Santhanavijayan (ISDA (1), 2022)

CIWPR: A Strategic Framework for Collective Intelligence Encompassment for Web Page Recommendation. - H. S. Manoj Kumar; Gerard Deepak; A. Santhanavijayan (ISDA (2), 2022)

KCReqRec: A Knowledge Centric Approach for Semantically Inclined Requirement Recommendation with Micro Requirement Mapping Using Hybrid Learning Models. - Vihaan Nama; Gerard Deepak; A. Santhanavijayan (ISDA (1), 2022)

Descriptive Answer Evaluation using NLP Processes Integrated with Strategically Constructed Semantic Skill Ontologies. - Gerard Deepak; Ayush Kumar; Sheeba Priyadarshini; Divyanshu Singh (KGSWC Workshops, 2022)

JRHDLSI: An Approach Towards Job Recommendation Hybridizing Deep Learning and Semantic Intelligence. - Gerard Deepak; Shivam Sawarn; Sheeba Priyadarshini (KGSWC Workshops, 2022)

Automatic Resume Parsing using Greywolf Algorithm Integrated with Strategically Constructed Semantic Skill Ontologies. - Ayush Kumar; Gerard Deepak; Sheeba Priyadarshini (KGSWC Workshops, 2022)

DKMI: Diversification of Web Image Search Using Knowledge Centric Machine Intelligence. - S. Mohnish; Gerard Deepak; S. V. Praveen; J. Sheeba Priyadarshini (KGSWC, 2022)

ISCR - Integrative Intelligent Semantically Driven Scheme for Online Course Recommendation. - Harshal Sharma; Gerard Deepak (KGSWC Workshops, 2022)

IPR: Integrative Policy Recommendation Framework Based on Hybrid Semantics. - Divyanshu Singh; Gerard Deepak (KGSWC, 2022)

An artificially intelligent approach for automatic speech processing based on triune ontology and adaptive tribonacci deep neural networks. - Gerard Deepak; Deepak Surya; Ishdutt Trivedi; Ayush Kumar; Amrutha Lingampalli; Santhana Vijayan (Comput. Electr. Eng., 2022)

UQSCM-RFD: A query-knowledge interfacing approach for diversified query recommendation in semantic search based on river flow dynamics and dynamic user interaction. - Gerard Deepak; A. Santhanavijayan (Neural Comput. Appl., 2022)

DESI: Diversification of E-Commerce Recommendations Using Semantic Intelligence. - Gerard Deepak; Harshada Vinay Anavkar (AMLDA, 2023)

ITAQ: Image Tag Recommendation Framework for Aquatic Species Integrating Semantic Intelligence via Knowledge Graphs. - S. S. Nitin Hariharan; Gerard Deepak; Fernando Ortiz-Rodríguez; Ronak Panchal (KGSWC, 2023)

OntoInfoG++: A Knowledge Fusion Semantic Approach for Infographics Recommendation. - Gerard Deepak; Adithya Vibakar; A. Santhanavijayan (Int. J. Interact. Multim. Artif. Intell., 2023)

OntoDynS: expediting personalization and diversification in semantic search by facilitating cognitive human interaction through ontology bagging and dynamic ontology alignment. - Gerard Deepak; A. Santhanavijayan (J. Ambient Intell. Humaniz. Comput., 2023)

SSCKC: Strategic framework for Semantics Driven Classification and Knowledge Based Enrichment of Crime Data using the Perspective of Current and Historical News. - Anubrat Bora; Gerard Deepak (AISD, 2024)

SGKPS: A Semantic AI-Driven Strategy for Knowledge Graph Population for Sustainable Journalism as a Domain of Choice. - Gokuldas Vedant Raikar; Gerard Deepak (AISD, 2024)

SFARDE: A Knowledge-Centric Semantic Strategic Framework for Heritage Artifact Recommendation Integrating Generative AI and Differential Enrichment of Ontologies. - Archit Chadalawada; Gerard Deepak (KGSWC, 2024)

VTKHI: Video Tagging Framework Using Knowledge-Driven Hybrid Intelligence and Quantitative Semantics Driven Reasoning. - Gerard Deepak; Asritha Boddu (MSW@KGSWC, 2024)

LELDR: Learning Encompassed Strategic Framework for Legal Document Recommendation Incorporating Semantics. - Gerard Deepak; Navya Joshy; Samiksha Shukla (MSW@KGSWC, 2024)

A semantic ontology infused deep learning model for disaster tweet classification. - Karnati Sai Venkata Giri; Gerard Deepak (Multim. Tools Appl., 2024)