Shantanu Godbole

According to our database, Shantanu Godbole authored at least 28 papers between 2002 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A Framework for Emission Reduction in Scope 3 Climate Actions using Domain-adapted Foundation Model.

Ayush Jain, Manikandan Padmanaban, Jagabondhu Hazra, Shantanu Godbole, Komminist Weldemariam

Proceedings of the 7th Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 29th COMAD), 2024

2023

AI for Environmental Intelligence in the Digital Economy.

Jagabondhu Hazra, Shantanu Godbole, Kommy Weldemariam, Maja Vukovic

Ubiquity, September, 2023

Supply chain emission estimation using large language models.

Ayush Jain, Manikandan Padmanaban, Jagabondhu Hazra, Shantanu Godbole, Kommy Weldemariam

CoRR, 2023

2022

Towards Context-based Model Selection for Improved Crop Price Forecasting.

Ayush Jain, Smit Marvaniya, Shantanu Godbole, Vitobha Munigala

Proceedings of the CODS-COMAD 2022: 5th Joint International Conference on Data Science & Management of Data (9th ACM IKDD CODS and 27th COMAD), Bangalore, India, January 8, 2022

2019

Aligning Learning Outcomes to Learning Resources: A Lexico-Semantic Spatial Approach.

Swarnadeep Saha, Malolan Chetlur, Tejas Indulal Dhamecha, K. Gayathri Wijayarathna, Red Mendoza, Paul Gagnon, Nabil Zary, Shantanu Godbole

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Learning Outcomes and Their Relatedness in a Medical Curriculum.

Sneha Mondal, Tejas I. Dhamecha, Shantanu Godbole, Smriti Pathak, Red Mendoza, K. Gayathri Wijayarathna, Nabil Zary, Swarnadeep Saha, Malolan Chetlur

Proceedings of the Fourteenth Workshop on Innovative Use of NLP for Building Educational Applications, 2019

2015

Taxonomy grounded aggregation of classifiers with different label sets.

Amrita Saha, Sathish Indurthi, Shantanu Godbole, Subendhu Rongali, Vikas C. Raykar

CoRR, 2015

2013

CDR Analysis Based Telco Churn Prediction and Customer Behavior Insights: A Case Study.

Natwar Modani, Kuntal Dey, Ritesh Gupta, Shantanu Godbole

Proceedings of the Web Information Systems Engineering - WISE 2013, 2013

2012

Cross-Guided Clustering: Transfer of Relevant Supervision across Tasks.

Indrajit Bhattacharya, Shantanu Godbole, Sachindra Joshi, Ashish Verma

ACM Trans. Knowl. Discov. Data, 2012

2010

A Cluster-Level Semi-supervision Model for Interactive Clustering.

Avinava Dubey, Indrajit Bhattacharya, Shantanu Godbole

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

Building re-usable dictionary repositories for real-world text mining.

Shantanu Godbole, Indrajit Bhattacharya, Ajay Gupta, Ashish Verma

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009

Enabling analysts in managed services for CRM analytics.

Indrajit Bhattacharya, Shantanu Godbole, Ajay Gupta, Ashish Verma, Jeff Achtermann, Kevin English

Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Cross-Guided Clustering: Transfer of Relevant Supervision across Domains for Improved Clustering.

Indrajit Bhattacharya, Shantanu Godbole, Sachindra Joshi, Ashish Verma

Proceedings of the ICDM 2009, 2009

Business Intelligence from Voice of Customer.

L. Venkata Subramaniam, Tanveer A. Faruquie, Shajith Ikbal, Shantanu Godbole, Mukesh K. Mohania

Proceedings of the 25th International Conference on Data Engineering, 2009

2008

Reuters Transcribed Subset.

Shantanu Godbole, Shourya Roy

Dataset, March, 2008

An integrated system for automatic customer satisfaction analysis in the services industry.

Shantanu Godbole, Shourya Roy

Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

Text classification, business intelligence, and interactivity: automating C-Sat analysis for services industry.

Shantanu Godbole, Shourya Roy

Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

Structured entity identification and document categorization: two tasks with one joint model.

Indrajit Bhattacharya, Shantanu Godbole, Sachindra Joshi

Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

Learning Decision Lists with Known Rules for Text Mining.

Venkatesan Chakravarthy, Sachindra Joshi, Ganesh Ramakrishnan, Shantanu Godbole, Sreeram Balakrishnan

Proceedings of the Third International Joint Conference on Natural Language Processing, 2008

Text to Intelligence: Building and Deploying a Text Mining Solution in the Services Industry for Customer Satisfaction Analysis.

Shantanu Godbole, Shourya Roy

Proceedings of the 2008 IEEE International Conference on Services Computing (SCC 2008), 2008

2007

How Much Noise Is Too Much: A Study in Automatic Text Classification.

Sumeet Agarwal, Shantanu Godbole, Diwakar Punjani, Shourya Roy

Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Toward interactive learning by concept ordering.

Shantanu Godbole, Sachindra Joshi, Sameep Mehta, Ganesh Ramakrishnan

Proceedings of the HYPERTEXT 2007, 2007

2005

Text Classification with Evolving Label-Sets.

Shantanu Godbole, Ganesh Ramakrishnan, Sunita Sarawagi

Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

2004

HIClass: Hyper-interactive Text Classification by Interactive Supervision of Document and Term Labels.

Shantanu Godbole, Abhay Harpale, Sunita Sarawagi, Soumen Chakrabarti

Proceedings of the Knowledge Discovery in Databases: PKDD 2004, 2004

Document Classification Through Interactive Supervision of Document and Term Labels.

Shantanu Godbole, Abhay Harpale, Sunita Sarawagi, Soumen Chakrabarti

Proceedings of the Knowledge Discovery in Databases: PKDD 2004, 2004

Discriminative Methods for Multi-labeled Classification.

Shantanu Godbole, Sunita Sarawagi

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2004

2003

Cross-training: learning probabilistic mappings between topics.

Sunita Sarawagi, Soumen Chakrabarti, Shantanu Godbole

Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003

2002

Scaling multi-class support vector machines using inter-class confusion.

Shantanu Godbole, Sunita Sarawagi, Soumen Chakrabarti

Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2002