Shantanu Godbole  Shantanu Godbole photo       

contact information

STSM, Manager - Cognitive Text Analytics
IBM Research - India
  +91dash80dash6704dash3706

links

Professional Associations

Professional Associations:  ACM SIGKDD


2013

CDR Analysis Based Telco Churn Prediction and Customer Behavior Insights: A Case Study
Natwar Modani, Kuntal Dey, Ritesh Gupta, Shantanu Godbole
Web Information Systems Engineering--WISE 2013, pp. 256--269, Springer


2012

Cross-guided clustering: Transfer of relevant supervision across tasks
Indrajit Bhattacharya, Shantanu Godbole, Sachindra Joshi, Ashish Verma
ACM Transactions on Knowledge Discovery from Data (TKDD) 6(2), 9, ACM, 2012


2010

Building re-usable dictionary repositories for real-world text mining
Shantanu Godbole, Indrajit Bhattacharya, Ajay Gupta, Ashish Verma
Proceedings of the 19th ACM international conference on Information and knowledge management, pp. 1189--1198, 2010

A Cluster-Level Semi-supervision Model for Interactive Clustering
A Dubey, I Bhattacharya, S Godbole
ECMLPKDD , pp. 409--424, Springer, 2010


2009

IEEE CASE 2009 Tutorials and Workshops
R K Akella, S Godbole, K Viswesvaraiah, V Pandit, S Mehta, M Y W Gurumoorthy, R D Sriram, GK Ananthasuresh, R Sudarsan
Automation Science and Engineering, 2009, pp. 1--21

Cross-Guided Clustering: Transfer of Relevant Supervision across Domains for Improved Clustering
I Bhattacharya, S Godbole, S Joshi, A Verma
Proceedings of the 2009 Ninth IEEE International Conference on Data Mining, pp. 41--50

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, pp. 1077--1086, 2009

Business intelligence from voice of customer
L Venkata Subramaniam, Tanveer A Faruquie, Shajith Ikbal, Shantanu Godbole, Mukesh K Mohania
Data Engineering, 2009. ICDE'09. IEEE 25th International Conference on, pp. 1391--1402


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, pp. 911--919, 2008

Learning Decision Lists with Known Rules for Text Mining.
Venkatesan Chakravarthy, Sachindra Joshi, Ganesh Ramakrishnan, Shantanu Godbole, Sreeram Balakrishnan
IJCNLP, pp. 835--840, 2008




Text to Intelligence: Building and Deploying a Text Mining Solution in the Services Industry for Customer Satisfaction Analysis
S Godbole, S Roy
Proceedings of the 2008 IEEE International Conference on Services Computing-Volume 2 table of contents, pp. 441--448


2007

Toward interactive learning by concept ordering
S Godbole, S Joshi, S Mehta, G Ramakrishnan
Proceedings of the eighteenth conference on Hypertext and hypermedia, pp. 150, 2007

How much noise is too much: A study in automatic text classification
S Agarwal, IIT Delhi, S Godbole, D Punjani, S …
Proc. of ICDM, 2007 - doi.ieeecomputersociety.org


2006



2005

Text classification with evolving label-sets
S Godbole, G Ramakrishnan, S Sarawagi
Fifth IEEE International Conference on Data Mining, 2005 - ieeexplore.ieee.org


2004

HIClass: hyper-interactive text classification by interactive supervision of document and term labels
S Godbole, A Harpale, S Sarawagi, S Chakrabarti
Knowledge Discovery in Databases: PKDD 2004, 546--548, Springer

Document classification through interactive supervision of document and term labels
S Godbole, A Harpale, S Sarawagi, S …
Lecture notes in computer science, 2004 - Springer

Discriminative methods for multi-labeled classification
S Godbole, S Sarawagi
Lecture Notes in Computer Science, 2004 - Springer


2003

Cross-training: Learning probabilistic mappings between topics
S Sarawagi, S Chakrabarti, S Godbole
Proceedings of the ninth ACM SIGKDD international …, 2003 - portal.acm.org


2002

Scaling multi-class support vector machines using inter-class confusion
S Godbole, S Sarawagi, S Chakrabarti
Proceedings of the eighth ACM SIGKDD international …, 2002 - portal.acm.org



2001



Year Unknown

Tunable Feature Weights for Flexible Text Retrieval
Natwar Modani, Ganesh Ramakrishnan, Shantanu Godbole
researchgate.net, 0