Publications

Conference and Journal Publications 

1. Multimodal Neural Network For Demand Forecasting  - 2022 

2. Syncretic matching: story similarity between documents 

3. UCliDSS: An Unsupervised Clinical Decision Support System for Text

4. Akshaya: a framework for mining general knowledge semantics from unstructured text 

5. Sortinghat: a deep matching framework to match labeled concepts 

6. A generic framework and methodology for extracting semantics from co-occurrences

7. A framework for deep matching between classes of entities

8. TrieIR: Indexing and Retrieval Engine for Kannada Unicode Text

9. Cognitive modeling for topic expansion 

Reports on Text Semantics

1. Mining analytic semantics from unstructured text

2. Topic expansion using a term co-occurrence graph

3. Mining labelled semantics across terms and documents in user generated text corpora (Mining Semantic Associations from Unstructured Text)

4. Syncretic Information Retrieval (SIR): Retrieving Stories Similar to the Given Story

 Reports: Information Retrieval for Kannada and Other Dravidian Languages

1. Issues in Information Retrieval for the Kannada Language

2. Analysis of Existing Information Retrieval Systems for Kannada: Conjectures from User Perspective

3. A Novel Indexing and Retrieval Approach for Kannada Unicode Text

4. Analysis of Word Distribution and Heuristic Stopword Detection in Kannada Language