Dr. Shalini Batra



 

She is Associate Professor in the Department of Computer Science and Engineering at Thapar University, Patiala. She has more than 15 years of academic experience. She has earned her B.Tech from C.R. State College of Engineering, Murthal and MS in System Software from BITS Pilani. She has completed her Ph.D on "A Framework For Semantic Web Services Discovery" from Thapar University under the supervision of Professor Seema Bawa. She has published more than 60 research papers in various reputed journals and conferences.







09876173704     sbatra@thapar.edu       Google Scholar       Research Gate
 

PhD Students

SNo. Name of Student Thesis Title Year of Joining Status
1 Kanu Goel A Novel Framework for Concept Drift Detection in Massive Datasets 2016 Ongoing
2 Sachendra Singh Chauhan An Efficient Technique for Similarity Search in Big data using Probabilistic Models 2015 Ongoing
3 Amritpal Singh A Novel Technique for Efficient Storage and Retrieval of Massive Data Sets 2015 Ongoing
4 Sahil Garg A Novel Technique for Anomaly Detection and Analysis in Big Data 2015 Ongoing
5 Harmanjeet Kaur An Efficient Framework for Privacy Preservation for Big Data Applications 2014 Ongoing
6 Avleen Kaur A Framework for Secure Vehicular Communications 2012 Completed
7 Maninder Singh Efficient IP Traceback for DDoS Attacks in IPv6 Networks 2012 Ongoing
8 Prabhjot Kaur A Novel Technique for Mobile Agents Protection from Malicious Hosts 2012 Ongoing
9 Vikash Jindal A Framework for Information Retrieval on Semantic Web 2012 Completed

 

ME Students

SNo Name of Student Thesis Title Year of Completion
1 Guneet Kukreja Process Mining Techniques in Healthcare: Sepsis Case Study 2017
2 Divya Gupta Malicious Host Detection using Probabilistic Data Structures 2017
3 Harnoor Kaur HPCC:An Ensembled Framework for the Prediction of the onset of Diabetes 2017
4 Baljinder Kaur ERA-AODV for MANETs to Improve Reliability in Energy Efficient Way 2017
5 Reetika Bansal Textual Similarity Analysis Using Locality Sensitive Hashing 2016
6 Divya Gupta Identify Similar Research Papers Using Locality Sensitive Hashing 2016
7 Kshitij Agrawal Encoding of color Images in DWT domain using FrFT 2016
8 Manjeet Kaur A novel trust mechanism for collaborative recommendation systems 2016
9 Amit Goyal Adaptive Probabilistic Skip Graph 2015
10 Alok Kumar Topic Sensitive Web Page Ranking Through Graph Database 2015
11 Shano Solanki Recommender System using Collaborative Filtering and Demographic Features 2015
12 Ashish Sharma Enhancing the Accuracy of Recommender System Using Graph Databases 2015
13 Jatin Khurana A Comparative Study of Various Combinatorial Approaches for Minimization of Transmission and Distribution Losses 2015
14 Abhishek Kaleroun Hybrid Bee Colony Trust Mechanism in Recommender System 2014
15 Swati Kukreja Lexical Disambiguation Using English Wordnet With Natural Language Toolkit 2014
16 Mansi Sethi Semantic Polarity Classification of Trendy Topics 2014
17 Sachendra Singh Chauhan Similarity Search Using Locality Sensitive Hashing and Bloom Filter 2014
18 Amrinderdeep Singh P-skip graph- an efficient data structure for P2P network 2013
19 Amritpal Singh Proximity Analysis of Social network using skip graph 2013
20 Ravneet Kaur An Approach to Geographic Based Namespace Load Distribution using Symphony 2013
21 Dharya Arora Graph Clustering using Treaps and Deaps 2012
22 Charu Tyagi Comparative Analysis of Relational Databases and Graph Databases 2012
23 Prabhdeep A Novel Technique for Bug Localization Using Call Graph Reduction 2012
24 Amita Arora Time and Accuracy Analysis of Relational vs. RDF Databases 2012
25 Ashish Kumar Image Retrieval using SURF Features 2011
26 Amrita Bhandari Comparative Analysis of RDF Query Languages 2011
27 Misha Singla Design and Development of Anti-DoS/DDoS Attacks Framework Using IPtables 2011
28 Komal Saluja A Novel Approach in Ontology Mapping 2011
29 Satyaveer Singh Enhancing Image Search Accuracy using Semantic Annotation 2010
30 Shirin Chandna, Comparative Analysis of Measures of Similarity and Semantic Relatedness for Text Classification 2010
31 Sugandha Lohar Semantic Integration of Heterogeneous Databases in Multidatabase System 2010
32 Pawan Kumar Social Network Analysis Using Block modelling Technique 2010
33 Sanjay Madan Detecting domain from source code Using semantic clustering 2009
34 Sudesh Kumar Analyzing and Visualizing the Effect of Noise on Compressed Textual Data 2009
35 Kamlesh Rani Role of Feature Selection in Data Filtering: A Comparative Analysis. 2009
36 Shailja Sharma Classifying web services with and without association rules 2009
37 Shikha Gupta Visualizing Conceptual Lattice of Textual Data Using ToscanaJ 2009
38 Deepti Gupta Enabling Semantic Mapping in Web Services Modelling Framework 2008
39 Vandna Mittal Edge Detection Technique Using Fuzzy Logic 2008
40 Harvinder Kaur Querying UML using SESAME 2008
41 Amrit Kaur Ontology and its Tool 2008
42 Ruby Querying Relational Database in Semantic Web 2008
43 Navdeep Kaur Reduction of Blocking Artifacts in Image Compression 2007
44 Amit Chawla Comparative Analysis of Web Service Technologies 2007
45 Meenu Rani Querying RDF Model Using Various Query Engines 2007
46 Sarvjot Kaur VLSI using Ant Colony Optimization 2006
47 Gurdeep Pandhi Resource Discovery in Grid Computing 2005

PG Subjects

SNo Course Name
1 Advanced Computer Architecture
2 Parallel and Distributed Computing








 

UG Subjects

SNo Course Name
1 Theory of Computation
2 Parallel and Distributed Computing
3 Compiler Construction
4 Computer System Architecture
5 Parallel Computing
6 Advance Operating System
8 Linux System Administration
9 System Software
10 C Programming
11 Computer Networks
12 Operating Systems
13 Multimedia Technologies
14 Software Engineering

SCI Journal

Author Title of Paper Journal Publisher Impact Factor

2018
Sachendra Singh Chauhan, Shalini Batra A Parallel Computational Approach for Similarity Search using Bloom Filters Computational Intelligence Wiley 0.96
Harmanjeet Kaur, Neeraj Kumar, Shalini Batra An efficeint multi party scheme for PPCF for health care system [Accepted] Future Generation Computer Systems Elsevier 3.99

2017
Sahil Garg, Shalini Batra A novel ensemble technique for anomaly detection International Journal of Communication System, Volume 30, Issue 11, July 2017 Willey and Blackwell 1.006
Sahil Garg, Shalini Batra Fuzzified cuckoo based clustering technique for network anomaly detection Computers and Electrical Engineering, 2017 Elsevier 1.57
Amritpal Singh, Shalini Batra Ensemble based spam detection in social IoT using probabilistic data structures Future Generation Computer Systems Elsevier 3.99
Amritpal Singh, Sahil Garg, Neeraj Kumar Shalini Batra, J.P.C. Rodrigues Bloom Filter based Optimization Scheme for Massive Data Handling in IoT Environment Future Generation Computer Systems, DOI: https://doi.org/10.1016/j.future.2017.12.016 Elsevier 3.99
Kumar, Puneet; Garg, Sahil; Singh, Amritpal; Batra, Shalini; Kumar, Neeraj; You, Ilsun MVO-based Two-Dimensional Path Planning Scheme for Providing Quality of Service in UAV Environment IEEE Internet of Things Journal, Issue: 99, DOI: 10.1109/JIOT.2018.2796243 IEEE 7.59
Amritpal Singh, Shalini Batra Streamed Data Analysis Using Adaptable Bloom Filter [Accepted] Computing and Informatics Slovakia Publications 0.54
Sahil Garg, Gagandeep Aujla, Neeraj Kumar Shalini Batra Tree-based Attack-Defence Model for Risk Assessment in Multi-UAV Networks [Accepted] IEEE Transactions on Consumer Electronics IEEE 1.69
Sahil Garg, Amritpal Singh, Neeraj Kumar Shalini Batra UAVs-Empowered Edge Computing Environment for Cyber-Threat Detection in Smart Vehicles [Accepted] IEEE Network IEEE 7.23
Amritpal Singh, Shalini Batra Fingerprint Based Duplicate Detection in Streamed Data [Accepted] Computing and Informatics Slovakia Publications 0.54

2016
Avleen Kaur Malhi, Shalini Batra Fuzzy Based Trust Prediction for Effective Coordination in Vehicular Ad-Hoc Networks International Journal of Communication System, Volume 30, Issue 6, 2016 Willey and Blackwell 1.006
Avleen Kaur Malhi, Shalini Batra Genetic based Framework for Prevention of Masquerade and DDoS Attacks in vehicular adhoc networks Security and Communication Networks, Volume 9, Issue 15, October 2016 pp. 2612–2626 Willey and Blackwell 1.067

2015
Avleen Kaur Malhi, Shalini Batra An Efficient Certificateless Aggregate Signature Scheme for Vehicular Ad-Hoc Networks Discrete Mathematics & Theoretical Computer Science, Vol 17, No 1 (2015), pp. 317–338. 0.32
Avleen Kaur Malhi, Shalini Batra Privacy-preserving authentication framework using bloom filter for secure vehicular communications International Journal of Information Security, August 2016, Volume 15, Issue 4, pp 433–453 Springer. 1.91

2014
Vikas Jindal, Seema Bawa, Shalini Batra A review of ranking approaches for semantic search on Web Information Processing and Management, 50 pp. 416–425 Elsevier 2.391

Non-SCI Journal

SNo Title of the Paper Journal Name International/ National Authors
1 Recommender System using Collaborative Filtering and Demographic Characteristics of Users International Journal of Recent and Innovative Trends in Computing and Communication (IJRITCC) ISSN 2321-8169 International Shano Solanki and Shalini Batra
2 P-Skip Graph: An Efficient Data Structure for Peer-to-Peer Network Intelligent Distributed Computing, Advances in Intelligent Systems and Computing Volume 321, 2015, pp 43-54, Springer International Amrinderpreet Singh, Shalini Batra
3  A survey of approaches to secure vehicular networks with identity based cryptography International journal of advanced engineering and computing technologies. special edition of December 2013. ISSN 2249-4928 International Avleen Kaur Malhi, Shalini Batra
4 A short survey of Advantages and Applications of Skip Graphs International Journal of Soft Computing and Engineering (IJSCE) ISSN: 2231-2307, Volume-3, Issue-5, Nov., 2013 International Amritpal Singh, Shalini Batra
5  A Short Survey of Key Distribution Techniques for Namespace Load Balancing International Journal of Emerging Technologies in Computational and Applied Sciences, Issue 4, Vol. 1, 2 & 3, pp. 532-536, 2013 International Ravneet Kaur, Shalini Batra
6 A Novel Technique for Call Graph Reduction for Bug Localization International Journal of Computer Applications (0975 – 8887) Volume 41– No.14, March 2012 International Praphdeep Singh, Shalini Batra
7 Comparative Analysis of Relational And Graph Databases International Journal of Soft Computing and Engineering (IJSCE) ISSN: 2231-2307, Volume-2, Issue-2, May 2012 International Charu Tyagi
8 Using Treaps for Optimization of Graph Storage International Journal of Computer Applications (0975 – 8887) Volume 41– No.14, March 2012 International Dharya Arora, Shalini Batra
9 Analyzing the Social Networks using Block Modeling Technique CiiT International Journal of of Data Mining and Knowledge Engineering International Shalini Batra
10 Semantic Retrieval for Homonyms using RDF and SPARQL Journal of Global Research in Computer Science International Amrita Bhandari; Shalini Batra
11 Image retrieval using SURF features and Annotated Data International Journal of Advanced Research in Computer Science International Ashish Kumar, Shalini Batra
12 Comparative Analysis of various Semantic Relatedness Measures CiiT International Journal of Artificial Intelligent Systems and Machine Learning International Shirin Chandna, Shalini Batra
13 Ontological Approach to Integrate Semantically Related Databases CiiT International Journal of Data Mining and Knowledge Engineering, June 2010. ISSN 0974-9675 International Sugandha Lohar, Shalini Batra
14 Discrete Characterization of Domain Using Semantic Clustering Journal Of Advances In Information Technology, Vol. 1, No. 3, August 2010 International Sanjay Madan, Shalini Batra
15 Semantic discovery of web services using principal component analysis International Journal of the Physical Sciences Vol. 6 (18), pp. 4466-4472, 9 September, 2011 International Shalini Batra, Seema Bawa
16 Review of Machine Learning Approaches to Semantic Web Service Discovery Journal Of Advances In Information Technology, Vol. 1, No. 3, August 2010 International Shalini Batra, Seema Bawa
17 Applying Association Rules for Web Service Categorization International Journal of Computer Science and Electrical Engineering, 2010 International Shalja Kaushik, Shalini Batra
18 Semantic Categorization of Web services International Journal of Recent Trends in Engineering, Nov Issue, 2009, Vol1, pp 19-23 International Shalini Batra, Dr. Seema Bawa
19 Web Services categorization using Normalized Semantic Score International Journal of Computer Theory and Engineering International Shalini Batra, Dr. Seema Bawa
20 Implementation of Formal Concept Analysis using ToscanaJ, PIMT Journal of Research Vol. 2, No. 1, 2009 pp 73-76 National Shikha Gupta, Shalini Batra
21 Feature Selection for Text Clustering and Classification CiiT International Journal of Data Mining and Knowledge Engineering, June 2009. ISSN 0974-9675 International Kamlesh Dhayal, Shalini Batra
22 Visualizing the Domain in 3-Dimension using CiiT International Journal of Data Mining and Knowledge Engineering, June 2009. ISSN 0974-9675 International Sanjay Madan, Shalini Batra
23 Analyzing the Effect of Adding Noise on Compressed Textual Data CiiT International Journal of Data Mining and Knowledge Engineering. June 2009 Issue ISSN 0974-9675 International Sudesh Kumar, Shalini Batra

Conferences

"
Authors Paper Conference Name and Venue International
/National

2018
Sahil Garg, Amritpal Singh, KuljeetKaur, Shalini Batra, Neeraj Kumar and Mohammad S. Obaidat Edge-based Content Delivery for Providing QoE in Wireless Networks Using Quotient Filter IEEE ICC 2018 Communication and Information Systems Security Symposium International
Sahil Garg, Kuljeet Kaur, Neeraj Kumar, Shalini Batra and Mohammad S. Obaidat HyClass: Hybrid Classification Model for AnomalyDetection in Cloud Environment IEEE ICC 2018 Communication and Information Systems Security Symposium International
Amritpal Singh, Sahil Garg, Shalini Batra, Neeraj Kumar, M.S. Obaidat EnClass: Ensemble-based Classification Model for Network Anomaly Detection in Massive Datasets GLOBECOM 2017 - 2017 IEEE Global Communications Conference,4-8 Dec. 2017, Singapore. International
Divya Gupta, Amritpal Singh, Sahil Garg, Shalini Batra, Neeraj Kumar, M.S. Obaidat ProIDS: Probabilistic Data Structures based Intrusion Detection System for Network Traffic Monitoring GLOBECOM 2017 - 2017 IEEE Global Communications Conference,4-8 Dec. 2017, Singapore. International

2017
Guneet Kukreja Shalini Batra Analogize Process Mining techniques in Health Care: A case study 4th IEEE conference on Signal Processing, Computing and Control, (ISPCC 2k17) Sep 21-23, Sohna, HP, India International
Harnoor Kaur, Shalini Batra HPCC: An Ensembled Framework for the Prediction of the Onset of Diabetes 4th IEEE conference on Signal Processing, Computing and Control, (ISPCC 2k17) Sep 21-23, Sohna, HP, India International

2016
M Kaur, S Batra  A Novel Trust Mechanism for Collaborative Recommendation Systems Lecture Notes in Networks and systems12, Computing and Network Sustainability: Proceedings of IRSCNS 2016 (Ed.H.R .Vishwakarma, ShyamAkashe) International
Kshitij Agrawal, Shalini Batra Encoding of Color Images in DWT domain using FrFT AICTC ’16, August 12-13, 2016, Bikaner, India

2015
Avleen Kaur Malhi, Shalini Batra XML based Wireless Patient Monitoring System using Vehicular AdHoc Networks 14th IEEE International Conference on Ubiquitous Computing and Communications (IUCC 2015), October,2015, Liverpool, UK International
Avleen Kaur Malhi, Shalini Batra Decision Inference System for MisbehaviorDetection in VANETs IEEE SPONSORED SECOND INTERNATIONAL CONFERENCE ON ELECTRONICS AND COMMUNICATION SYSTEMS(ICECS ‘2015)
Jatin, Shalini Batra MongoDBvsSQL : A case study on electricity data International Conference on Emerging Research in Computing, Information, Communication and Applications, (ERCICA 2015), Bangalore. International
Amit Goyal, Shalini Batra Adaptive probabilistic skip graph IEEE International Advance Computing Conference, June 2015. International
Alok Gupta, Harkiran Kaur, Shalini Batra Topic Sensitive Web Page Ranking Through Graph Database International Conference on Emerging Research in Computing, Information, Communication and Applications 2015, pp. 519-527 International

2014
Abhishek Kaleroun, Shalini Batra Collaborating trust and item-prediction with ant colony for recommendation IEEE sponsored Seventh International Conference on Contemporary Computing (IC3). 7-9 August 2014, Noida, India, pp. 334 - 339 International
Sachendra Singh, Shalini Batra Finding similar items using LSH and Bloom Filter Advanced Communication Control and Computing Technologies (ICACCCT), 2014 International Conference on , vol., no., pp.1662-1666, 8-10 May 2014 International

2013
Durgesh Srivastava, Shalini Batra, Sweta Bhalotia Rules Reduction using Decision Matrix AICTE sponsored National Conference on Emerging trends in Electronics and Communication (ETEC-2013), Oct 25-26, 2013, BRCM colledge of Engineering and Technology, Bahal (Bhiwani), Haryana National

2010
Shalini Batra, A Framework for Semantic Discovery of Web Services International Workshop on Ubiquitous and Collaborative Computing, 2010 International
Satyavir Singh, Shalini Batra Flickr Distance: An Emerging Cognitive Approach for Semantic Relatedness All India Workshop on AdvancedComputing, Doaba Institute of Engineering, Mohali , Punjab, 2010 National
Pawan Kumar, Shalini Batra Comparative Study of Feature Selection Method for Text National Conference on Emerging Trends in Information Technology, 2010, Gurgaon Institute of Technology and Management, Gurgaon, Haryana National
Satyavir Singh, Shalini Batra Measures Of Semantic Relatedness And Emergence of Flickr Distance National Conference on Emerging Trends in Information Technology, 2010, Gurgaon Institute of Technology and Management, Gurgaon, Haryana National

2009
Kamlesh Dhayal, Shalini Batra Effects of Feature Selection on Clustering National Conference on Emerging Trends in Software and Networking Technologies Amity University, U.P., April 17-18, 2009. pp. 316-319 National
Kamlesh Dhayal, Shalini Batra High Performing Feature Selection for Text Clustering National Conference on Advances in Computer Networks & Information Technology, Guru Jambheshwar University of Science & Technology, Hisar, Haryana, March 24 – 25, 2009. pp. 486-489 National
Sudesh Kumar, Shalini Batra Cross Document Co-reference Resolution 3rd National Conference on Recent Advances and Future Trends in IT, Punjabi University, Patiala, Punjab, April 9-10, pp. 209-212, 2009. National
Sanjay Madan, Shalini Batra Detecting Domain from Source Code using Semantic Clustering International Conference on Intelligent Systems and Networks (IISN-2009) Institute of Science and Technology, Klawad, Yamuna Nagar, February 14-16, 2009. International
Shailja Kaushik, Shalini Batra Automatic Classification of WSDL documents International Conference on Intelligent Systems and Networks (IISN-2009) Institute of Science and Technology, Klawad, Yamuna Nagar, February 14-16, 2009, pp 211-214. International

2008
Shalini Batra, Dr. Seema Bawa Using LSI and its Variants in Text Classification International Joint Conferences on Computer, Information, and Systems Sciences, and Engineering (CISSE 08), December 5  - 13, 2008, Sponsored by the University of Bridgeport, Technically co-sponsored by the IEEE Computer Society, Communications Society and Education Society, Published by Springer. International
Amrit Kaur Shalini Batra Ontology and its Tools International Conference on Challenges and Developments in IT (ICCDIT -08), PCTE, Ludhiana (Punjab). International
Ruby Sawhney Shalini Batra Querying Relational database in JENA National Conference on Communications & Networking (NCCN’08) - 2008, SLIET, Sangrur (Punjab) 27-28 March. National
Ruby Sawhney Shalini Batra Querying relational database in Semantic Web International Conference on Challenges and Developments in IT (ICCDIT -08) PCTE, Ludhiana Punjab. International
Harvinder Shalini Batra Transformation approach for UML based Semantic web National conference at Conference-08 (AICACCC-KM) on 19-20th Feb,08 National
Harvinder Shalini Batra Modelling of UML to RDF National Conference on Communications & Networking (NCCN’08) - 2008, SLIET, Sangrur (Punjab) 27-28 March. National

2007
Vandana Mittal Shalini Batra Edge Detection Technique Using Neuro fuzzy system National Conference on Challenges and Opportunities in Information Technology (COIT) RIMT – Institute Of Engineering and Technology, Mandi Gobindgarh March 28-29, 2007. National
Deepti Gupta Shalini Batra Ontological Engineering National Conference on Communications & Networking (NCCN’08) - 2008, SLIET, Sangrur (Punjab) 27-28 March. National
Deepti Gupta, Shalini Batra, Ontology Life Cycle 2nd National Conference on Challenges and opportunities in Information Technology COIT-2007, RIMT-IET, Mandi Gobindgarh (Punjab) National
Navdeep Kaur and Shalini Batra JPEG- The Still Picture Compression Standard National Conference on Computer Applications, 2007, Haryana College of Tech & Management, Jagadhari National
Navdeep Kaur and Shalini Batra Reduction of Blocking Compression Artifacts National Conference on Information Technology: Emerging Engineering Perspectives and Practices(ITEEPP) held at Thapar University, Patiala National
Shalini Batra and Amit Kumar Chawla Web Ontology Language (OWL): Milestone in development of Semantic Web National Conference IDEA-2007, held at BGIET, Sangrur (Punjab). National
Shalini Batra and Amit Kumar Chawla Web Service Choreography Description Language (WS-CDL): Goals and Benefits 2nd National Conference on Challenges and opportunities in Information Technology (COIT), 2007 , RIMT-IET, Mandi Gobindgarh (Punjab). National
Shalini Batra and Amit Kumar Chawla Semantic Web: Components and Pitfalls National Conference ITEEPP-2007 held at Thapar University, Patiala (Punjab). National

2006
Sarvjot Kaur, Seema Bawa and Shalini Batra Resource Discovery in Grid Environment International Conference on Grid Computing and Applications - GCA'06 Las Vegas, Nevada, USA June 26-29, 2006 International
Shalini Batra Issues In Design of Energy Efficient Mac Protocols For Wireless Sensor Networks National Conference on Innovative Applications of IT and Management for Economic growth of India, Apeejay Institute of Management, Jallandhar April 21-22 ,2006 National
Shalini Batra Are Active Networks need of the Hour National Conference on Technologies of 21st Century, Punjab University, Chandighar, April 8-9, 2006 National
Shalini Batra Need for Local Algorithms in Wireless Sensor Networks Asian Conference on Intelligent Systems and networks, Haryana Engineering College, Jagadhari. Feb. 24-25,2006, International
Shalini Batra Networking Issues in Wireless Sensor Networks National Conference on Electronics Circuits and Communication Systems (ECCS-2006), February 9-10, 2006, TIET, Patiala National

2005
Shalini Batra, Rinkle Aggarwal Routing Protocols in Wireless Sensor Networks: A Need Based Approach National Conference on Sensors, TIET, Nov. 25-26, 2005. Patiala National
Shalini Batra, Rinkle Aggarwal Sensor Networks: Transition from Interactive Computing to Proactive Computing RAFIT-05, Punjabi University, Patiala 5, 6 March 2005 National