P Radha Krishna

Professor

Department of Computer Science And Engineering

National Institute of Technology, Warangal - 506004, Telangana, INDIA

: prkrishna@nitw.ac.in

: 08702462703

Interests: Data Mining, Big Data, Machine Learning, Databases and Workflow systems.

Radha Krishna has been in the profession of research, development and technology adoption for about twenty eight  years. He is currently working as a Professor at Department of Computer Science and Engineering , National Institute of Technology (NIT) Warangal. His research interests include data mining, big data, machine learning and databases and workflow systems.

 Prior to joining NIT, Krishna served as Principal Research Scientist at Infosys Labs, Infosys Limited, Hyderabad, where he was associated with research projects leading to futuristic intelligent systems and analytical solutions. He conceptualized numerous research projects in the areas of CRM, social network mining, Web, Sequence, text & image mining, e-check clearing and settlement and financial inclusion, and associated in building innovation labs for leading industries.

 Dr. Krishna also served as a faculty at the Institute for Development and Research in Banking Technology (IDRBT - a research arm of the Reserve Bank of India & an associate Institute of University of Hyderabad),  as a scientist at National Informatics Centre (Govt. of India), Bhopal, and as adjunct faculty at NIT-Warangal and  IIIT-Hyderabad. At IDRBT, he was Advisor to many Public and Private Sector Banks in India for implementation of End-to-End Enterprise-wide Data Warehouse and Business Intelligence solutions. Krishna was also a member of IT Advisory Committee, Insurance Regulatory and Development Authority (IRDA), India. He has been member of research advisory committees of several academic institutes. Also, Dr. Krishna has been a member of the editorial/review board of international journals; and reviewer of several international journals including IEEE Transactions on Knowledge and Data Engineering, IEEE Transactions on Services computing, Information Sciences, Data and Knowledge Engineering, Information System Frontiers and Soft Computing.

 Krishna has double PhDs – first one from Osmania University and second one from IIIT-Hyderabad; 15 granted patents, authored/co-authored six books and have over hundred publications.

Course Taught Previously

 

Publications

Granted  Patents:

  1. Satyabrata Pradhan, P. Radha Krishna, and Syed Mohammed, System and Method for Streak Discovery and Prediction, U.S. Application No. 13/111,259, Patent No. 8930362, Issue date: January 6, 2015.
  2. Rudra Narayan Hota, Kishore Jonna and P. Radha Krishna, System and Method for On-Road Traffic Density Analytics using Video Stream Mining and Statistical Techniques, US PTO: 13/614,267, Patent No. 8942913, Issued January 27, 2015.
  3. Kishore Varma Indukuri, Shahanaz Syed, P. Radha Krishna, Methods for Discovering and Analyzing Network Topologies and Devices Therefor, US PTO -13/530,791. Patent No.: 8976710, Issue Date: March 10, 2015.
  4. Gopichand Agnihotram and P. Radha Krishna, Method and System for Detecting Symptoms and Determining an Optimal Remedy Pattern for a Faulty Device, USPTO - 13/890,337, Patent No.: 9063856, Issue date: June 23, 2015.
  5. Mohsen Amini Salehi, Krishnamurty Sai Deepak, P. Radha Krishna, Rajkumar Buyya, Methods and Systems for Energy Management in a Virtualized Data Center, USPTO – 13/924,161, Patent No.: 9213575, Issue data: December 15, 2015.
  6. Harikrishna Rai G.N., Rudra Narayana Hota, Kishore Jonna and P. Radha Krishna, Methods for Detecting and Recognizing a Moving Object in Video and Devices Thereof, Application No.: 13/570350, Patent No.: 9288450, Issue date: March 15, 2016.
  7. Kishore Indukuri Varma, P. Radha Krishna, Srikumar Krishnamoorthy, Natural Language Querying with Cascaded Conditional Random Fields, United States Patent Application Number: 13/117077,. Patent No. 9280535, Issue Date: March 8, 2016.
  8. Bharat, Satyanarayana R Valluri, Kamalakar Karlapalem and P. Radha Krishna, Methods, Systems and Computer-Readable Media for Providing a Query Layer for Cloud, Application No.: 13/304,043, Patent No.: 9372890, Issue Date: June 21, 2016.
  9. Sujatha R Upadhyaya, P. Radha Krishna, Systems and Methods for Semantic Data Integration, US PTO Application No. -13/531,117, Patent No.:9406018, Issue Date: August 2, 2016.
  10. Swaminathan Natarajan, Krishnamurty Sai Deepak, Prasanna Nagesh Teli, Venugopal_Subbarao, P. Radha Krishna, System for management of sentiments and methods thereof, US PTO Application No. 14/199831, Patent No. 9514496, Issue Date: December 6, 2016.
  11. Radha Krishna, Kishore Jonna, Rudra Narayan Hota, Shahanaz Syed, Subhadip Bandyopadhyay, Systems and Methods for Multi-Dimensional Object Detection, U.S. Patent Application No. 13/945,830, Patent No. 9633436, Issue date: April 25, 2017.
  12. Harikrishna G. N. Rai, Krishnamurty Sai Deepak, P. Radha Krishna, Methods and Systems for Enabling Vision based Inventory Management, USPTO-13/945,403, Patent No. 9665794, Issue date: May 30, 2017.
  13. Satyabrata Pradhan, P. Radha Krishna and Kishore Jonna, A System and Method for Methods for Clustering Networks Based on Topology Discovery and Devices Thereof, USPTO- 13/963,696, Patent No. 9680915, Issue date: June 13, 2017.
  14. Krishnamurty Sai Deepak, Harikrishna G. N. Rai and P. Radha Krishna, System and Method for Registration of Brain Images, US PTO - 14/973,428. Patent No.: 10034610, Issue date: July 31, 2018.
  15. Krishnamurty Sai Deepak, Rajesh Balakrishnan, Shreyas Bettadapura Guruprasad, Bintu G. Vasudevan Ganesh Kumar Nunnagoppula, Ann Mathew, Harikrishna G. N. Rai, P. Radha Krishna, A system and method of template creation for a data extraction tool, USPTO 15/165,630, Patent No.: 10049096, Issue date: August 14, 2018.

Publications: [DBLP]  [Google Scholar]

International Journals

  1. Syed Jalal Ahmad and P. Radha Krishna, BHQRSM - Binary Hex Quadratic Residue Security Model to Enhance the Trust in MANETs, Wireless Personal Communications, Springer US, Vol. 101, No. 2, pp. 661-676, 2018.
  2. P. Radha Krishna, K. Anushree and Kamalakar Karlapalem, Modeling Dynamic Relationship Types for Subsets of Entity Type Instances and across Entity Types, Information Systems, Elsevier, Volume 60, Pages 114–126, August–September 2016.
  3. V. Ravi Sankar, A Damodaram and P. Radha Krishna, Information Content Based Ranking of Ontologies, International Journal of Metadata, Semantics and Ontologies, Inderscience, Vol. 10, No. 3, pp. 182-188, 2015.
  4. Jalal Ahmad Syed, V S K Reddy, A Damodaram and P. Radha Krishna, Delay Optimization using Knapsack Algorithm for Multimedia Traffic over MANETs, Expert System with Applications, Elsevier, Vol. 42,  No. 20, 2015, Pages 6819–6827, 2015.
  5. T. M. Padmaja, Bapi S. Raju, Rudra N. Hota, P. Radha Krishna, Class Imbalance and its Effect on PCA Preprocessing, Int. J. of Knowledge Engineering and Soft Data Paradigms (IJKESDP), Inderscience, 4(3), pp. 272-294, 2014.
  6. P. Radha Krishna and Kamalakar Karlapalem, "A Methodology for Evolving E-contracts Using Templates", IEEE Transactions on Services Computing (IEEE TSC), Vol. 6, No. 4, pp. 497-510, 2013.
  7. T. M. Padmaja, Raju S. Bapi and P. Radha Krishna, A New Probabilistic Active Sample Selection Algorithm for Class Imbalance Problem, International Journal of Knowledge Engineering and Soft Data Paradigms (IJKESDP), Inderscience, Vol. 4, No. 1, pp, 85-106, 2013.
  8. Syed Jalal Ahmad, A. Damodaram and V S K Reddy, P. Radha Krishna, Location Aware and Energy Efficient Routing Protocol for Long Distance MANETs, International Journal of Networking and Virtual Organisations, Inderscience, Vol. 13, No. 4, pp. 327-349, 2013.
  9. Harikrishna G. N. Rai, K. Sai Deepak and P. Radha Krishna, Figure Based Biomedical Document Retrieval System using Structural Image Features, International Journal of Knowledge Discovery in Bioinformatics (IJKDB), IGI Global, 3(1), pp. 30-49, January-March 2012.
  10. Rudra N Hota, Shahanaz Syed and P. Radha Krishna, Local Feature based Image Retrieval with Weighted Relevance Feedback, International Journal of Business Intelligence and Data Mining (IJBIDM), Inderscience, Vol. 5, No. 4, pp. 353-369, 2010.
  11. Pradeep Kumar, Raju S Bapi and P. Radha Krishna, New Similarity Metric for Sequential Data, International Journal of Data Warehousing and Mining (IJDWM), IGI Global, vol. 6(4), pp. 16-32, October-December 2010.
  12. V. Ravi Sankar, A. Damodaram and P. Radha Krishna, Ranking Ontologies based on OWL Language Constructs, Information Technology Journal, ISSN 1812-5638, vol. 9(3), pp. 553-560, 2010.
  13. P. Radha Krishna and Kamalakar Karlapalem, Electronic Contracts, IEEE Internet Computing, vol. 12, No. 4, pp. 80-88, 2008.
  14. G. Vijay Krishna and P. Radha Krishna, A Novel Approach for Statistical and Fuzzy Association Rule Mining on Quantitative Data, Journal of Scientific & Industrial Research, NISCAIR, vol. 67, pp. 512-517, 2008.
  15. Pradeep Kumar, P. Radha Krishna, Raju. S. Bapi and S. K. De, Clustering of Sequential Data using rough sets, Data and Knowledge Engineering, Elsevier, vol. 63(2), pp 183-199, 2007.
  16. Pradeep Kumar, Raju. S. Bapi and P. Radha Krishna, SeqPAM: A Sequence Clustering Algorithm for Web Personalization, International Journal of Data Warehousing and Mining (IJDWM), IGI Global, 3 (1), pp. 29-53, 2007
  17. P. Radha Krishna, Kamalakar Karlapalem and A. R. Dani, From Contracts to E-Contracts: Modeling and Enactment, Information Technology and Management Journal, Kluwer Academic Publishers, Vol. 6, No. 4, 363-387, 2005.
  18. P. Radha Krishna, Kamalakar Karlapalem and D. K. W. Chiu, An EREC Framework for E-Contract Modeling, Enactment and Monitoring, Data and Knowledge Engineering, Elsevier, 51 (1), pp 31-58, 2004.
  19. S. K. De and P. Radha Krishna, Clustering Web Transactions Using Rough Approximation, Fuzzy Sets and Systems, Elsevier, 148/1, pp. 131-138, 2004.
  20. P. Radha Krishna and J. Sailaja Rani, Analyzing Mining Patterns Using Fuzzy ART and Soft Regression, International Journal of Artificial Intelligence Tools, World Scientific, vol. 13, No. 4, pp. 931-944, 2004.
  21. S. K. De and P. Radha Krishna, A New Approach to Mine Fuzzy Database Using Nearest Neighbour Classification by exploiting Attribute Hierarchies, International Journal of Intelligent Systems, Wiley Periodicals Inc., Vol. 19, No. 12, pp. 1277 – 1290, 2004.
  22. S. K. De and P. Radha Krishna, Mining Web Data using Clustering Technique for Web Personalization, International Journal of Computational Intelligence and Applications (IJCIA), World Scientific, 2 (3), pp. 255-265, 2002.
  23. S. K. De and P. Radha Krishna, A Fuzzy Approach to Build an Intelligent Data Warehouse, Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology, IOS Press, vol. 10, pp 1-10, 2001.

Other Journal papers:

  1. Rakesh Tej Kumar Kalahasthi and P. Radha Krishna, Cell Based Reporting for Effective Custom Reports and Analytics, Business Intelligence Journal, Vol. 2(2), 425-430, 2009.
  2. P. Radha Krishna, Arijit Laha, Vishal Aggarwal, M. Purna Chandar and P. Raj Bharath, Predicting the Credit Worthiness of Corporate Customer of a Bank, Journal of Management Research, Vol. 1, No. 4, pp.111 – 122, 2006.
  3. P. Raj Bharath, M. Purna Chandar, Vishal Aggarwal, P. Radha Krishna and Arijit Laha, Mining Banks’ Data Bases for Customer Profiling and Cross-selling, Journal of Management Research, Vol. 1, No. 3, pp. 131-142, 2006.
  4. P. Radha Krishna, An Approach to Establish Data Warehouse for Banks in India, Journal of Systems Management, Vol. 11, No. 3, 17-43, 2004.

International Conferences/Workshops:

  1. Ishrath Unissa, Syed Jalal Ahmad and P. Radha Krishna, Improved Visible Light Communication Using Code Shift Keying Modulation, 15th International Conference on Distributed Computing and Internet Technology (ICDCIT-2019), Bhubaneswar, January 10-13, 2019.
  2. D. Himaja, T. M. Padmaja and P. Radha Krishna, Oversample Based Large Scale Support Vector Machine for Online Class Imbalance Problem, 6th International Conference on Big Data Analytics (BDA 2018), Warangal, India, December 18-21, 2018.
  3. P. Radha Krishna and Kamalakar Karlapalem, Event-Context-Feedback Control through Bridge Workflows for Smart Solutions, 37th International Conference on Conceptual Modeling (ER 2018), Springer, LNCS 11157, October 22-25, 2018.
  4. Chaitanya Kanchibhotla, DVLN Somayajulu and P. Radha Krishna, A PSO based Community Detection in Social Networks with Node Attribute, 2018 IEEE Congress on Evolutionary Computation (IEEE CEC 2018), pp. 2483-2490, July 8- 13, 2018, Rio de Janeiro, Brazil.
  5. P. Radha Krishna and Kamalakar Karlapalem,   Data, Control, and Process Flow Modeling for IoT Driven Smart Solutions, 36th International Conference on Conceptual Modeling (ER 2017), LNCS 10650, pp. 419-433, 2017, Nov. 6th-9th, 2017, Valencia Spain.
  6. P. Radha Krishna and Kamalakar Karlapalem, IoTs Driven Smart Solutions Life Cycle, 27th Workshop on Information Technology and Systems (WITS 2017), December 14-15, 2017, Seoul, South Korea.
  7. A. Gopichand, P. Radha Krishna and S. A. Shai, A Probabilistic approach to Discover Optimal Remedy Scheme for Industrial Diagnosis System, 16th International Conference on Information Technology (ICIT 2017), December 21st - 23rd, 2017, Bhubaneswar, India.
  8. Himanshu Jain, P. Radha Krishna and Kamalakar Karlapalem, Context-aware Workflow Execution Engine for E-Contract Enactment, 35th International Conference on Conceptual Modeling (ER 2016), LNCS 9974, pp 293-301, Nov. 14-17, 2016, Gifu, Japan.
  9. Syed Jalal Ahmad, V S K Reddy, A Damodaram and P Radha Krishna, A Dynamic Priority Based Scheduling Scheme for Multimedia Streaming Over MANETs, 12th International Conference on Distributed Computing and Internet Technology (ICDCIT-2016), LNCS 9581, pp. 122-126, 2016, January 15 – 18, 2016.
  10. Nishtha Madaan, P. Radha Krishna and Kamalakar Karlapalem, FRWS: Towards Failure Resilient Workflow System, 25th Workshop on Information Technology and Systems (WITS 2015), December 12-13, 2015, Dallas, US.
  11. Chaitanya Kanchibhotla, D V L N Somayajulu and P. Radha Krishna, A Novel approach for classification of e-commerce data, ACM Compute 2015, pp. 129-134, October 29-31, 2015, Ghaziabad, India.
  12. Deepika Lalwani, D V L N Somayajulu and P. Radha Krishna, A Community Driven Social Recommendation System, IEEE Big Data 2015, October 29 – November 1, 2015, Santa Clara, CA, USA.
  13. Syed Jalal Ahmad and P. Radha Krishna, Security on MANETs Using Block Coding, International Conference on Advances in Computing, Communications and Informatics (ICACCI) 2015, IEEE Explorer, pp. 2054-2060, Kochi, India.
  14. Jyoti Rani Yadav, Somayajulu V L N Durvasula, and P. Radha Krishna, A Scalable Algorithm for Discovering Topologies in Social Networks, IEEE ICDM workshop on Business Applications and Social Network Analysis (BASNA 2014), IEEE pp. 818 – 827, 2014. Shenzhen, China.
  15. Dhaval C. Lunagariya, D.V.L.N. Somayajulu, and P. Radha Krishna, SE-CDA: A Scalable and Efficient Community Detection Algorithm, IEEE BigData14, Washington DC, 2014.
  16. Nishtha Madaan, P. Radha Krishna and Kamalakar Karlapalem, Consistency Detection in e-Contract Documents, 8th International Conference on Theory and Practice of Electronic Governance (ICEGOV 2014), Guimarães, Portugal.
  17. Jalal Ahmad Syed, Reddy VSK, Damodaram A and P. Radha Krishna, An Improved QoS and Ranking Paths for Multimedia Traffic over MANETs, 13th International Conference on Information Technology (ICIT 2014), IEEE Computer Society, pp. 41-46, 2014.
  18. Jalal Ahmad Syed, Reddy VSK, Damodaram A and P. Radha Krishna, Detection of Black Hole Attack Using Code Division Security Method, International Conference on ICT for Bridging Future, 49th Annual Convention of Computer Society of India (CSI, 2014), Advances in Intelligent Systems and Computing (AISC) series, Springer, Volume 338, 2015, pp 307-314.
  19. Ganesh Nunnagopulla, K Sai Deepak, Harikrishna G. N. Rai, P. Radha Krishna, Seetharaman Veluswamy and Bijoy Varghese, Mobile App for Image based Bill Data Processing, International Conference on Management of Data (COMAD 2013), Ahmedabad, India. 
  20. Himanshu Jain, Kamalakar Karlapalem and P. Radha Krishna, E-Contract Enactment through Context-Aware WFMS, ICIS 2013 workshop – 23rd Workshop on Information Technology and Systems (WITS 2013), Milan, Italy14-15, December 2013.
  21. Pabitra Mohapatra, P. Radha Krishna, Kamalakar Karlapalem, E-contract Enactment using Meta Execution Workflow, 21st International Conference on Cooperative Information Systems (CoopIS 2013), Springer Berlin Heidelberg, LNCS 8186, pp. 714–717, 2013, 11-13 Sept 2013, Graz, Austria.
  22. Himanshu Jain, Kamalakar Karlapalem and P. Radha Krishna, E-contract Enactment System for Effective E-Governance, 7th International Conference on Theory and Practice of Electronic Governance (ICEGOV 2013), pp. 344-345, 2013, ACM 978-1-4503-2456-4, Seoul, Korea, October 22—25, 2013.
  23. Ganesh Nunnagoppula, Noranart Vesdapunt, K. Sai Deepak, Harikrishna G. N. Rai and P. Radha Krishna, Automatic Blur Detection in Mobile Captured Document Images, 2013 IEEE Second International Conference on Image Information Processing (ICIIP -2013), December 9 - 11, 2013, Shimla, INDIA, IEEE Explore, pp. 299-304.
  24. Syed Jalal Ahmad, A. Damodaram A, VSK Reddy and P. Radha Krishna, Packet Loss Estimation using Poisson Random Process for Improving Multimedia Transmission in MANETs, International Conference on Advances in Computing, Communications and Informatics (ICACCI-2013), Mysore, India, 2013.
  25. Himanshu Jain, P. Radha Krishna and Kamalakar Karlapalem, Context-Aware Enactment of E-Governance Contracts, IJCAI 2013 Workshop on Activity Context Aware System Architectures, Beijing, China, August 2013.
  26. K Sai Deepak, Harikrishna G. N. Rai and P. Radha Krishna, Figure Retrieval from Biomedical Literature, IEEE ICDM 2012 workshop on Biological Data Mining and its Applications in Healthcare (IEEE BioDM), 2012. Brussels, Belgium, December 10, 2012.
  27. Shubhangi Sharma, Kamalakar Karlapalem and P. Radha Krishna, A Case for a Workflow Driven Workflow Execution Engine, 22nd Workshop on Information Technologies and Systems (WITS 2012), Orlando, Florida December 15-16, 2012.
  28. Mohsen Amini Salehi, P. Radha Krishna, K Sai Deepak and Rajkumar Buyya, Preemption-aware Energy Management in Virtualized Data Centers, IEEE CLOUD 2012, pp. 844-851, June 24-29, 2012, Hawaii, USA.
  29. Harikrishna G. N. Rai, K Sai Deepak, Shahnaz Syed and P. Radha Krishna, A Smart Mobile Application for Identifying Storage Location of Small Industrial Assets, IEEE International Conference on Mobile Data Management 2012 (IEEE MDM 2012), pp. 332-335, July 23-26, 2012..
  30. K Sai Deepak, Harikrishna G. N. Rai, Shahanaz Syed and P. Radha Krishna, Texture Edge Statistics for Efficient Retrieval of Biomedical Images, ACM COMPUTE 2012, January 23rd-24th, 2012.
  31. P. Radha Krishna, Kishore Varma Indukuri and Shahanaz Syed, A Generic Topology Discovery Approach for Huge Social Networks, ACM COMPUTE 2012, January 23rd-24th, 2012.
  32. Syed Jalal Ahmad, V. S. K. Reddy, A. Damodaram and P. Radha Krishna, Efficient Path Estimation Routing Protocol for QoS in Long Distance MANETs, 12th International conference on Intelligent System Design and Applications (ISDA 2012), IEEE Explore, pp. 178-183, 978-1-4673-5118-8, IEEE, Kochi, India, November 27-29, 2012.
  33. Harikrishna G. N. Rai, Dinesh Godavarthi, Shahanaz Syed, Sai Deepak K and P. Radha Krishna, Assistive Mobile System Design for Tracking Small Industrial Assets, 12th International conference on Intelligent System Design and Applications (ISDA 2012), Kochi, India, November 27-29, 2012. (Poster paper)
  34. Satyabrata Pradhan and P. Radha Krishna, A Novel Discretization for Parameter Learning in Bayesian Network using Dynamic Programming, 12th International conference on Intelligent System Design and Applications (ISDA 2012), Kochi, India, November 27-29, 2012. (Poster paper)
  35. Satyabrata Pradhan, Swapna Sourav Rout, Kishore Jonna and P. Radha Krishna, Wish-list based Shopping Path Discovery and Profitable Path Recommendations, 3rd International Conference on Services in Emerging Markets (SRII India - ICSEM 2012), Mysore , India, Dec 12-15, 2012
  36. Ayushmaan Basu, Harikrishna Rai, Shreya Barsaiyan, K Sai Deepak, P. Radha Krishna and Lokendra Shastri, Video Analytics Solution for Discovering Customer Shopping Behavior in Retail Stores, MATLAB EXPO 2012.
  37. Merve Celen, Satyabrata Pradhan, P. Radha Krishna, Clustering Social Networks to Discover Topologies, The 17th International Conference on Management of Data (COMAD 2011), December 19-21, 2011, Bangalore, India.
  38. Harikrishna G.N. Rai, Kishore Jonna and P. Radha Krishna, Video Analytics Solution for Tracking Customer Locations in Retail Shopping Malls, 17th ACM conference on Knowledge Discovery and Data Mining (ACM SIGKDD-2011), August 21-24, 2011, San Diego, CA. pp. 773-776 (demo paper). ISBN: 978-1-4503-0813-7 doi: 10.1145/2020408.2020533.
  39. Wivorn Chowattanakul, Harikrishna G.N. Rai and P. Radha Krishna, An Efficient Shape Based Feature for Retrieval of Healthcare Literatures using CBIR Technique, ACM Compute 2011.
  40. Sujatha Upadhyaya, Harikrishna G N Rai and P Radha Krishna, A Framework and Methodology for Location Based Personalized Services Discovery, 2nd International Conference on Services in Emerging Markets (ICSEM'11), Mumbai, India, September 29 - October 01, 2011.
  41. Harikrishna G N Rai, Xiaobo Shen, Krishnamurty Sai Deepak and P Radha Krishna 'Hybrid Feature to Encode Shape and Texture for Content Based Image Retrieval, International Conference on Image Information Processing (ICIIP 2011), Shimla, India, November 3 - 5, 2011. doi: 10.1109/ICIIP.2011.6108971
  42. Manuel, Kishore Indukri Varma, and P. Radha Krishna, Analyzing Internet Slang for Sentiment Mining, 2nd Vaagdevi International Conference on IT for Real World Problems - VCON' 2010, December 9-11, 2010, Warangal, India, IEEE Explore, ISBN: 978-0-7695-4326-0, DOI: 10.1109/VCON.2010.9,  pp. 9-11, 2010.
  43. T. M. Padmaja, Bapi S Raju and P. Radha Krishna, A Class Specific Dimensionality Reduction Framework for Class Imbalance Problem: CPC_SMOTE, International Conference on Knowledge Discovery and Information Retrieval (KDIR 2010), Valencia, Spain, October 25-28, 2010, pp. 237-242, DOI: 10.5220/0003092502370242, SciTePress, 2010.
  44. Kishore Indukri Varma, Srikumar Krishnamurthy and P. Radha Krishna, Natural Language Search over Databases using Cascaded CRFs, 14th East European Conference on Advances in Databases and Information Systems (ADBIS 2010), LNCS 6295, pp. 567–570, 2010.
  45. P. Radha Krishna and Murali Mohan Narasipuram, Actionable Meta Models to Support Inter Organizational Business Processes Modeling for e-Services, CAiSE 2010 Workshop EOMAS’10, Hammamet, Tunisia, pp. 77-83, 2010.
  46. Kishore Varma Indukuri and P. Radha Krishna, Mining E-contract Documents to classify clauses, ACM Compute 2010, pp 1-5.
  47. Rudra N Hota, Kishore Jonna and P. Radha Krishna, On-Road Vehicle Detection by Cascaded Classifiers, ACM Compute 2010.
  48. Meena Singh, P. Radha Krishna and Ashutosh Saxena, A Cryptography Based Privacy Preserving Solution to Mine Cloud, ACM Compute 2010.
  49. B. Gopi Krishna, E. Vengal Reddy, K. Jagadamba, Srikumar Krishnamurthy and P. Radha Krishna, An Unified and Scalable Data Migration Service for the Cloud Environments, 15th International Conference on Management of Data (COMAD 2009), Mysore, India, December 9-12, 2009.
  50. Rudra N Hota, Shahanaz Syed, Subhadip Bandyopadhyay and P. Radha Krishna, A Simple and Efficient Lane Detection using Clustering and Weighted Regression, 15th International Conference on Management of Data (COMAD 2009), Mysore, India, December 9-12, 2009.
  51. Meena Singh, P. Radha Krishna, Ashutosh Saxena, A Privacy Preserving Jaccard Similarity Function for Mining Encrypted Data, IEEE TENCON 2009 , 23 - 26 November 2009.
  52. K. Vidyasankar, P. Radha Krishna and Kamalakar Karlapalem, Study of Dependencies in Executions of E-contract Activities, 13th East European Conference on Advances in Databases and Information Systems (ADBIS), LNCS 5739, pp. 301-313, 2009.
  53. T. M. Padmaja, Raju S Bapi, P. Radha Krishna, Majority filter-based minority prediction (MFMP): An approach for unbalanced datasets, IEEE TENCON 2008, Hyderabad, India.
  54. Pradeep Kumar and P. Radha Krishna, A Fuzzy Approach for Privacy Preserving Classification, 4th International conference on Data Mining (DMIN’08), July 14-17, 2008, Las Vegas, Nevada, USA.
  55. K. Vidyasankar, P. Radha Krishna and Kamalakar Karlapalem, Study of Execution Centric Payment Issues in E-contracts, 2008 IEEE International Conference on Services Computing (SCC 2008) July 8-11, 2008, Honolulu, Hawaii, USA, IEEE Computer Society, Vol 2, pp. 135-142, 2008.
  56. K. Vidyasankar, P. Radha Krishna and Kamalakar Karlapalem, A Multi-Level Model for Activity Commitments in E-contracts, 15th International Conference on Cooperative. Information Systems (CoopIS 2007), LNCS 4803 Part 1, pp. 300-317, 2007.
  57. T. M. Padmaja, D. Narendra, Raju S Bapi and P. Radha Krishna, Unbalanced Data Classification using extreme outlier Elimination and Sampling Techniques for Fraud Detection, 15th International Conference on Advanced Computing & Communication (ADCOM), IEEE Computer Society, pp. 511-516, December18 - 21, 2007, Guwahati, India.
  58. T. M. Padmaja, D. Narendra, P. Radha Krishna, Raju S Bapi and A. Laha, An Unbalanced Data Classification Model using Hybrid Sampling Technique for Fraud Detection, 2nd International Conference on Pattern Recognition and Machine Intelligence (PReMI'07), LNCS 4815, pp.341-348, Kolkata, India, December 18-22, 2007.
  59. D. P. V. Kasinadh and P. Radha Krishna, Building Fuzzy OLAP using Multi-attribute Summarization, International Conference on Computational Intelligence and Multimedia Applications(ICCIMA07), IEEE Computer Society, Vol. 1, pp. 370-374, Sivakasi, India, Dec 13-15, 2007.
  60. P. Radha Krishna and Kamalakar Karlapalem, Active Meta Modeling Support for Evolving E-contracts”, 26th International Conference on Conceptual Modeling (ER 2007), Auckland, New Zealand, Australian Computer Society, CRPIT 83, 103-108, 2007.
  61. K. Anushree, P. Radha Krishna and Kamalakar Karlapalem, A Methodology and Toolkit for Deploying Contract Documents as E-contracts, 26th International Conference on Conceptual Modeling (ER 2007), CRPIT 83, 91-96, 2007.
  62. Pradeep Kumar, Raju S. Bapi, P. Radha Krishna, Towards Establishing the Importance of Ordering Information for personalizing the Web Site, The Second Beijing-Hong Kong International Doctoral Forum 2007, Hong Kong, China, 3-6 July 2007.
  63. P. Radha Krishna and Kamalakar Karlapalem, Actively Evolving Conceptual Models for Mini-world and Run-time Environment, Proc. of the ER’06 Workshop on Active Conceptual Modeling of Learning (ACM-L 2006), Tucson, AZ, USA, LNCS 4512, pp. 57–71, 2007.
  64. Pradeep Kumar, P. Radha Krishna, S. Bapi Raju and S. K. De, Clustering using Similarity Upper Approximation, IEEE International Conference on Fuzzy Systems, Vancouver, BC, Canada, July 16-21, 2006, pp. 4230 – 4235.
  65. Vishal Agarwal, P. Radha Krishna, Arijit Laha and Pradeep Kumar, Analyzing Credit Quality of Bank Customers using Clustering, International Conference on Emerging Applications of Information Technology (EAIT 2006), February 10-11, 2006, pp.71-73.
  66. P. Radha Krishna and Supriya Kumar De, Naive-Bayes Classification using Fuzzy Approach, International Conference on Intelligent Sensing and Information Processing, ICISIP-2005, Bangalore, India, IEEE Computer Society, pp 61-65, 2005.
  67. Pradeep Kumar, M. V. Rao, P. Radha Krishna and Raju S. Bapi, Using sub-sequence information with kNN for classification of sequential data, 2nd International Conference on Distributed Computing and Internet Technology (ICDCIT 2005), December 22-24, 2005, Bhubaneswar, India, LNCS, vol. 3816, pp E1-E11, Springer, 2005.
  68. V. Visweswar, V. Ravi, P. Radha Krishna, A. Sharma, G. Priyadarshi, R. K. Pati, R. Sahu and D. Singh, Churn Modeling in Personal Banking using Decision Trees, 8th International conference on Information Technology (CIT 2005), December 20-23, 2005, Bhubaneswar, India.
  69. K. Sai Krishna, P. Radha Krishna and S. K. De, Discovering Fuzzy Association Rules with Interest and Conviction Measures, Ninth International Conference on Knowledge-Based Intelligent Information & Engineering Systems, 14 - 16 September, 2005, Australia, Springer, LNCS Vol. 3684, pp. 101-107, 2005.
  70. Pradeep Kumar, M. V. Rao, P. Radha Krishna, Raju S. Bapi and A. Laha, Intrusion Detection System using Sequence and Set Preserving Metric, IEEE International Conference on Intelligence and Security Informatics (IEEE ISI-2005), May 19-20, 2005, Atlanta, USA, Springer, LNCS Vol. 3495, pp. 498-503, 2005.
  71. Pradeep Kumar, P. Radha Krishna, S. K. De and S. Bapi Raju, Web usage mining using Rough Agglomerative Clustering, 7th International Conference on Enterprise Information Systems (ICEIS-2005), pp. 315-320, May 25-28, 2005, Miami/USA.
  72. Mukesh Mohania, P. Radha Krishna, KVNN Pavan Kumar, Kamalakar Karlapalem and M. Vincent, Functional Dependency Driven Auxiliary Relations Selection for Materialized Views Maintenance, In Proceedings of the 11th International conference on Management of Data, COMAD, January 6-8, 2005, pp. 37-45.
  73. KVNN Pavan Kumar, P. Radha Krishna and S. K. De, Fuzzy OLAP cube for Qualitative Analysis, In Proc. of International Conference on Intelligent Sensing and Information Processing, ICISIP-2005, Chennai, India, 2005, pp. 290-295.
  74. A. R. Dani, P. Radha Krishna and V. Subramanian, An Electronic Payment System Architecture for Composite Payment Transactions, In Proc. of IEEE International Conference on e-Technology, e-Commerce and e-Service, Hong Kong, March 29- April 1, 2005, IEEE Computer Society, pp. 552-555, 2005.
  75. A. R. Dani, V. Visweswar, P. Radha Krishna, Ashutosh Saxena and V. P. Gulati, E-Check clearing and settlement for Indian Banks, In Proceedings of IADIS International e-commerce 2004 conference, Lisbon, Portugal, December 13-16, 2004, pp 430-434, 2004.
  76. Ashutosh Saxena and P. Radha Krishna, Integrating Classical and ART models for Data Mining, International Conference on Intelligent Sensing and Information Processing, ICISIP-2004, Chennai, India.
  77. V. P. Gulati, P. Radha Krishna and C. Manogna, Web Based Information System for Indian Banking Industry, In Proceedings of 7th South Asian Management Forum -AMDISA 2002, Male, Maldives, 2002.
  78. Kamalakar Karlapalem, A. R. Dani and P. Radha Krishna, EREC Business process model for E-Contracts Enactment, 12th Workshop on Information Technology and Systems, WITS02, Barcelona, Spain, 2002.
  79. Kamalakar Karlapalem, A.R. Dani and P. Radha Krishna, A Framework for Modeling Electronic Contracts, 20th International Conference on Conceptual Modeling (ER2001), November 27-30, 2001, Yokohama, Japan, LNCS, vol. 2224, Springer 2001.
  80. A. R. Dani and P. Radha Krishna, An E-Check Framework for Electronic Payment Systems in the Web Based Environment, 2nd International Conference on Electronic Commerce and Web Technologies (EC-Web 2001, Munich, Germany, 4-6 September), LNCS, vol. 2115, pp 91-100, Springer, 2001.

National Conferences:

  1. B. Shoban Babu and P. Radha Krishna, Automatic Accurate Forecasting For Incentives Management, International Conference on Data Management (ICDM2010), March 11-12, 2010, Ghaziabad, India
  2. Satyabratha Pradan, P. Radha Krishna, Forecasting Power Load Consumption by Bagging Regression Models, International Conference on Information Technology for Real World Problems (with focus on Machine Learning) at Vaagdevi College of Engineering, Warangal, February 16-17, 2010.
  3. Kishore Indukri Varma and P. Radha Krishna, Recommendation System Based on Blogs and Discussion forums using Classification, International Conference on Information Technology for Real World Problems (with focus on Machine Learning) at Vaagdevi College of Engineering, Warangal, February 16-17, 2010.
  4. T. M. Padmaja, Raju S. Bapi, P. Radha Krishna, Reverse-NN Curve based Cluster Counting Approach, International Conference on Data Management (ICDM2009), Feb 10-11, 2009, Ghaziabad, India.
  5. Pradeep Kumar, Sabeer, Raju S. Bapi, P. Radha Krishna, Sequence Pattern Mining using Interest measure, International Conference on Data Management (ICDM2009), Feb 10-11, 2009, Ghaziabad, India.
  6. D. P. V. Kasinadh, P. Radha Krishna, A. R. Joshi, Arijit Laha, Prototype data warehouse to analyse foreign currency transactions for business growth in banks, fifth national conference on Business research, 2007.
  7. M. Purna Chandar, Arijit Laha and P. Radha Krishna, Modeling churn behavior of bank customers using predictive data mining techniques, National Conference on Soft Computing Techniques for Engineering Applications, (SCT–2006), March 24 – 26, 2006.
  8. Vishal Agarwal, P. Radha Krishna, Arijit Laha and Pradeep Kumar, Credit Analysis of Bank Customers using Prototype based Classifier, National Conference on Communication & Computational Techniques: Current & Future Trends, NCCT – 06, February 10-11, 2006, pp. 134-138
  9. T. M. Padmaja and P. Radha Krishna, Significance of Combined Approach for the SPRINT and SLIQ Algorithms to Improve the Speed of the Classifier, National Conference on Communication & Computational Techniques: Current & Future Trends, NCCT – 06, February 10-11, 2006, pp. 121-127.
  10. K. Sai Krishna, Manish Kumar, M. V. Rao, P. Radha Krishna and A. Laha, Application of Data Mining for Developing Customer Relationship Management, In Proc. of International Conference on Services Management, New Delhi, India, March 11-12, 2005, pp. 513-516.
  11. M. Venkateswara Rao and P. Radha Krishna, Intrusion Detection Using Data Mining Techniques, National symposium Suraksha-2004, CSI, Hyderabad chapter, Hyderabad, 17-18 December, 2004.
  12. K. Sai Krishna and P. Radha Krishna, Secure Association Rules, National symposium Suraksha-2004, CSI Hyderabad Chapter, Hyderabad, 17-18 December 2004.
  13. P. Radha Krishna and Pradeep Kumar, Time Series Mining: Financial Series Case, National   Conference on Recent Trends in Computational Mathematics, UGC-NCRTCM-2004, 18 - 19 March 2004, Ghandhigram, India.
  14. P. Radha Krishna and S. Sam, Data Warehousing and Data Mining Applications in the Banking Industry, National Seminar on Data Warehousing in Government, Chennai, April 21 – 22, 1999.

Tutorials

  1. P. Radha Krishna and Kamalakar Karlapalem, Meta Models and Meta Execution Models, 33rd International Conference on Conceptual Modeling (ER 2014), October, 27-29, 2014, Atlanta, USA.
  2. P. Radha Krishna and Kamalakar Karlapalem, Meta Models and Meta Execution Models, 36th International Conference on Software Engineering (ICSE 2014), May 31-June 7, 2014, Hyderabad, India.
  3. P. Radha Krishna, K. Vidyasankar and Kamalakar Karlapalem, Advanced Transaction Models for e-Services, CAiSE 2010, June 7-11, 2010, Hammamet, Tunisia.
  4. K. Vidyasankar, Kamalakar Karlapalem and P. Radha Krishna, Advanced Transaction Models for e-Services, IEEE Services 2010, July 5 -10, 2010, Miami, USA.
  5. Kamalakar Karlapalem and P. Radha Krishna, Electronic Contracts, WWW 2008, April 21-25, Beijing, China.
  6. Kamalakar Karlapalem and P. Radha Krishna, State of the Art in Modeling and Deployment of E-Contracts, IEEE International Conference on Web Services (ICWS 2007)  p. xxxviii., July 9-13, 2007, Salt Lake City, Utah, USA.
  7. Kamalakar Karlapalem and P. Radha Krishna, State of the Art in Modeling and Deployment of Electronic Contracts, 25th International Conference on Conceptual Modeling ER 2006, November 6-9, 2006, LNCS 4231, pp. 3-4, Tucson, Arizona, USA.
  8. Book Chapters
  9. Ishrath Unissa, Syed Jalal Ahmad, P. Radha Krishna, Optimum Spectrum Sensing Approaches in Cognitive Networks, In: Rehmani M., Dhaou R. (eds) Cognitive Radio, Mobile Communications and Wireless Networks. EAI/Springer Innovations in Communication and Computing. Springer, Cham, pp. 209-231, 2019. doi: https://doi.org/10.1007/978-3-319-91002-4_9.
  10. P. Radha Krishna, Big Data Search and Mining, In: Big Data – A Primer, Studies in Big Data, Springer, Volume 11, pp 93-120, 2015. http://rd.springer.com/chapter/10.1007/978-81-322-2494-5_4.
  11. Rudra Narayan Hota, Kishore Jonna, P. Radha Krishna, Video Stream Mining for On-Road Traffic Density Analytics, Pattern Discovery Using Sequence Data Mining: Applications and Studies, IGI Global Publishing, 2011.
  12. T. Maruthi Padmaja, Raju. S. Bapi and P. Radha Krishna Unbalanced Sequential Data Classification using Extreme Outlier Elimination and Sampling Techniques, Pattern Discovery Using Sequence Data Mining: Applications and Studies, IGI Global Publishing, 2011.
  13. Pradeep Kumar, Raju. S. Bapi, P. Radha Krishna, Sequence Pattern Mining for Web Logs, Pattern Discovery Using Sequence Data Mining: Applications and Studies, IGI Global Publishing, 2011.
  14. Pradeep Kumar, P. Radha Krishna, Raju. S. Bapi, T. M. Padmaja, Advances in Classification of Sequence Data, Advances in Data Warehousing and Mining, IGI Publishers, vol 2, 2007.
  15. Pradeep Kumar, Raju. S. Bapi and P. Radha Krishna, SeqPAM: A Sequence Clustering Algorithm for Web Personalization, Successes and New Directions in Data Mining, IGI Publishers, October 2007.

Books (co-)Authored:

  1. Pranab Kumar Das and P. Radha Krishna, Database Management System Oracle SQL and PL/SQL, PHI Learning, 2013, ISBN: 978-81-203-4842-4.
  2. Vikram Pudi and P. Radha Krishna, Data Mining, Oxford University Press, 2009.
  3. P. Radha Krishna, Object Oriented Programming through Java, CRC Press/University Press, 2006
  4. P. Radha Krishna, Database Management Systems, Hi-Tech Publishers, 2005
  5. P. Radha Krishna, Information Technology and Numerical Methods, Hi-Tech Publishers, 2000
  6. P. Radha Krishna, C and Data Structures, Hi-Tech Publishers, 1999

Edited Books:

  1. Pradeep Kumar, P. Radha Krishna, Raju. S. Bapi, Pattern Discovery Using Sequence Data Mining: Applications and Studies, IGI Global Publishing, DOI: 10.4018/978-1-61350-056-9, ISBN13: 978-1-61350-056-9.
  2. P. Radha Krishna (Ed.), Management Information Systems, University of Hyderabad, Hyderabad

Other Publications

  1. Giri Kumar Tayi and P. Radha Krishna (Eds.), IEEE Computing Now Special issue on Advanced Data Analytics, https://www.computer.org/web/computingnow/archive/advanced-data-analytics-october-2017-introduction, October 2017.
  2. HariKrishna G. N. Rai, K. Sai Deepak and P. Radha Krishna, A Computer-vision-based mobile solution for small asset tracking and consolidation, 2014. http://www.infosys.com/infosys-labs/publications/research/Documents/small-asset-search.pdf
  3. Sandeep Karamongikar, P. Radha Krishna, Satyabrata Pradhan, and Siva Viswanathan, Risk Analysis of Loan Portfolio Using Social Data, Infosys Labs Briefings, vol. 11, no. 4, pp. 62-69, 2013.
  4. K. Vidyasankar, P. Radha Krishna and Kamalakar Karlapalem, On E-contract Activity Commitments, TECHNICAL REPORT #2010-01, Memorial University of Newfoundland, St. John’s, NL, Canada A1B 3X5, May 2010.
  5. B. Shobhan Babu and P. Radha Krishna, How to Accurately Forecast Demand for Incentives Program, Supply Chain Forecasting and Planning Conference, London, UK, February 1-2, 2010P.
  6. Radha Krishna and Kishore Indukuri Varma, Cloud Analytics – A next generation affordable BI, Point of View, Infosys Technologies Limited. http://www.infosys.com/infosys-labs/publications/Documents/cloud-analytics-next-generation.pdf
  7. Vishal Gupta and P. Radha Krishna, A Dynamic 360o Dashboard: A Solution for Comprehensive Customer Understanding, Infosys: FINsights, Special Edition on “Analytics in Financial Services”, pp. 85-91, 2010.
  8. Rudra N. Hota, Harikrishna G. N. Rai, P. Radha Krishna, Computer Vision based Obstacle Detection, Thought paper, Infosys Technology Roundtable, November 2008.
  9. Rudra N. Hota, Shahanaz Syed, Harikrishna G. N. and P. Radha Krishna, Real-time Lane detection for automotive vehicle, Condensed Research Note, Infosys Technologies Limited, December 2008.

 

 

PHDs Supervised

 

Workshops/Conferences

 

Projects

 

Awards and Honors

 

Additional Responsibility