Research Publications
Published research papers, technical publications, and academic contributions in computer science and engineering.
📚 Publication Summary
6
Total Publications
52
Total Citations
3
Publishers
📄 Published Papers
Image recommendation based on ANOVA cosine similarity
Procedia Computer Science89, 562-567, 2016Elsevier
28
Citations
A method for recommending images using ANOVA cosine similarity.
Research PaperProcedia Computer Science
ACSIR: ANOVA cosine similarity image recommendation in vertical search
International Journal of Multimedia Information Retrieval6, 143-154, 2017Springer.png
12
Citations
Image recommendation system for vertical search engines using ANOVA cosine similarity.
Research PaperInternational Journal of Multimedia Information Retrieval
Bridging the Semantic Gap in Vertical Image Search by Combining Text and Visual Features
KAGADA 2015IEEE
An efficient search algorithm to overcome the problems of Text Based Search Utility, Higher Response Time, Computation Cost, Semantic Gap, Relevance etc
Research PaperKAGADA 2015
Anova cosine similarity based image recommendation
KAGADA 2016IEEE
An efficient search algorithm for Text Based Search to reduce Computation Cost, Semantic Gap, Relevance etc for vertical image search.
Research PaperKAGADA 2016
Android College Campus
International Journal of Ethics in Engineering & Management Education2348-4748, 2014IJEEE.png
6
Citations
A mobile application for college campus management.
Research PaperInternational Journal of Ethics in Engineering & Management Education
R2DCLT: retrieving relevant documents using cosine similarity and LDA in text mining
International Journal of Information and Communication Technology19 (4), 391-422, 2021Springer.png
6
Citations
A framework for retrieving relevant documents using cosine similarity and LDA.
Research PaperInternational Journal of Information and Communication Technology
🔬 Research Areas
🖼️ Image Processing & Computer Vision
- • Image recommendation systems using ANOVA cosine similarity
- • Vertical search optimization for image retrieval
- • Semantic gap reduction in image search algorithms
- • Visual content analysis and feature extraction
📊 Text Mining & Information Retrieval
- • Document retrieval using cosine similarity and LDA
- • Natural language processing for text analysis
- • Information extraction and classification
- • Search algorithm optimization
📱 Mobile Application Development
- • Android application architecture and development
- • Campus management system design
- • Mobile UI/UX optimization
- • Cross-platform development strategies
🔬 Algorithm Development
- • Statistical analysis and similarity measures
- • Machine learning algorithm implementation
- • Performance optimization techniques
- • Computational efficiency improvements
🏆 Research Impact
📈 Citation Analysis
25
Highest Cited Paper
2015-2021
Active Research Period
International
Journal Publications
🏅 Awards & Recognition
- Best Technical Paper Award - KAGADA 2015
- Best Technical Paper Award - KAGADA 2016
- Published in prestigious international journals (Elsevier, Springer)
- Contributed to advancement of image retrieval algorithms