Enhanced anomaly-based network intrusion detection leveraging a modified picture fuzzy clustering approach.

Rajni Jindal

Sumedha Seniaray Rajni Jindal Enhanced anomaly-based network intrusion detection leveraging a modified picture fuzzy clustering approach. 422 2025 September 28 Clust. Comput. 7 https://doi.org/10.1007/s10586-024-04952-z db/journals/cluster/cluster28.html#SeniarayJ25 streams/journals/cluster

Minni Jain Rajni Jindal Amita Jain DoSLex: automatic generation of all domain semantically rich sentiment lexicon. 1083-1110 2025 June 59 Lang. Resour. Evaluation 2 https://doi.org/10.1007/s10579-024-09753-9 db/journals/lre/lre59.html#JainJJ25 streams/journals/lre

Minni Jain Rajni Jindal Amita Jain An experimental study of game theory with various word embeddings for automatic extractive text summarization. 20195-20217 2025 May 84 Multim. Tools Appl. 18 https://doi.org/10.1007/s11042-024-19828-y db/journals/mta/mta84.html#JainJJ25 streams/journals/mta

Kirti Jain Rajni Jindal Optimization-based noise filtering among user-centric tweets to improve predictions in recommendation system. 1005 2025 June 81 J. Supercomput. 8 https://doi.org/10.1007/s11227-025-07457-7 db/journals/tjs/tjs81.html#JainJ25 streams/journals/tjs

Anshu Malhotra Rajni Jindal XAI Transformer based Approach for Interpreting Depressed and Suicidal User Behavior on Online Social Networks. 101186 2024 84 Cogn. Syst. Res. https://doi.org/10.1016/j.cogsys.2023.101186 db/journals/cogsr/cogsr84.html#MalhotraJ24

Minni Jain Rajni Jindal Amita Jain Code-mixed Hindi-English text correction using fuzzy graph and word embedding. 2024 July 41 Expert Syst. J. Knowl. Eng. 7 https://doi.org/10.1111/exsy.13328 db/journals/es/es41.html#JainJJ24

Indu Singh Rajni Jindal Outlier based intrusion detection in databases for user behaviour analysis using weighted sequential pattern mining. 2573-2593 2024 July 15 Int. J. Mach. Learn. Cybern. 7 https://doi.org/10.1007/s13042-023-02049-4 db/journals/mlc/mlc15.html#SinghJ24

Pratima Sharma Rajni Jindal Malaya Dutta Borah Blockchain-based distributed application for multimedia system using Hyperledger Fabric. 2473-2499 2024 January 83 Multim. Tools Appl. 1 https://doi.org/10.1007/s11042-023-15690-6 https://www.wikidata.org/entity/Q122727359 db/journals/mta/mta83.html#SharmaJB24

Sanjay Patidar Rajni Jindal Neetesh Kumar A secure and energy-efficient edge computing improved SZ 2.1 hybrid algorithm for handling iot data stream. 83629-83660 2024 November 83 Multim. Tools Appl. 36 https://doi.org/10.1007/s11042-024-18765-0 db/journals/mta/mta83.html#PatidarJK24 streams/journals/mta

Sumedha Seniaray Rajni Jindal Performance Analysis of Anomaly-Based Network Intrusion Detection Using Feature Selection and Machine Learning Techniques. 2321-2351 2024 October 138 Wirel. Pers. Commun. 4 https://doi.org/10.1007/s11277-024-11602-5 db/journals/wpc/wpc138.html#SeniarayJ24 streams/journals/wpc

Pratima Sharma Rajni Jindal Malaya Dutta Borah A review of smart contract-based platforms, applications, and challenges. 395-421 2023 February 26 Clust. Comput. 1 https://doi.org/10.1007/s10586-021-03491-1 db/journals/cluster/cluster26.html#SharmaJB23

Kirti Jain Rajni Jindal Sampling and noise filtering methods for recommender systems: A literature review. 106129 2023 122 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2023.106129 db/journals/eaai/eaai122.html#JainJ23

Ruchika Malhotra Massoud Massoudi Rajni Jindal An alumni-based collaborative model to strengthen academia and industry partnership: The current challenges and strengths. 2263-2289 2023 February 28 Educ. Inf. Technol. 2 https://doi.org/10.1007/s10639-022-11276-1 db/journals/eait/eait28.html#MalhotraMJ23

Ruchika Malhotra Massoud Massoudi Rajni Jindal Shifting from traditional engineering education towards competency-based approach: The most recommended approach-review. 9081-9111 2023 28 Educ. Inf. Technol. 7 https://doi.org/10.1007/s10639-022-11568-6 db/journals/eait/eait28.html#MalhotraMJ23a

Amrita Sisodia Rajni Jindal An effective model for healthcare to process chronic kidney disease using big data processing. 1-17 2023 October 14 J. Ambient Intell. Humaniz. Comput. 10 https://doi.org/10.1007/s12652-022-03817-w db/journals/jaihc/jaihc14.html#SisodiaJ23

Trasha Gupta Rajni Jindal Indu Sreedevi Empirical Review of Various Thermography-based Computer-aided Diagnostic Systems for Multiple Diseases. 56:1-56:33 2023 14 ACM Trans. Intell. Syst. Technol. 3 https://doi.org/10.1145/3583778 db/journals/tist/tist14.html#GuptaJS23

Indu Singh Rajni Jindal Trust factor-based analysis of user behavior using sequential pattern mining for detecting intrusive transactions in databases. 11101-11133 2023 July 79 J. Supercomput. 10 https://doi.org/10.1007/s11227-023-05090-w db/journals/tjs/tjs79.html#SinghJ23

Sidhant Jain Suraj Narayan Tabish Nabi Antoo Rajni Jindal Comparative Study of Image-Based Fire Detection Algorithms. 1-5 2023 ICCCNT https://doi.org/10.1109/ICCCNT56998.2023.10306529 conf/icccnt/2023 db/conf/icccnt/icccnt2023.html#JainNAJ23

Anshu Malhotra Rajni Jindal Deep learning techniques for suicide and depression detection from online social media: A scoping review. 109713 2022 130 Appl. Soft Comput. https://doi.org/10.1016/j.asoc.2022.109713 db/journals/asc/asc130.html#MalhotraJ22

Rajni Jindal Indu Singh Detecting malicious transactions in database using hybrid metaheuristic clustering and frequent sequential pattern mining. 3937-3959 2022 25 Clust. Comput. 6 https://doi.org/10.1007/s10586-022-03622-2 db/journals/cluster/cluster25.html#JindalS22

Rajni Jindal Neetesh Kumar Sanjay Patidar IoT streamed data handling model using delta encoding. 2022 35 Int. J. Commun. Syst. 13 https://doi.org/10.1002/dac.5243 db/journals/ijcomsys/ijcomsys35.html#JindalKP22

Pratima Sharma Rajni Jindal Malaya Dutta Borah A Comparative Analysis of Consensus Algorithms for Decentralized Storage Systems. 59-65 2022 24 IT Prof. 6 https://doi.org/10.1109/MITP.2022.3215433 db/journals/itpro/itpro24.html#SharmaJB22

Pratima Sharma Rajni Jindal Dutta Borah Malaya Blockchain-based cloud storage system with CP-ABE-based access control and revocation process. 7700-7728 2022 78 J. Supercomput. 6 https://doi.org/10.1007/s11227-021-04179-4 db/journals/tjs/tjs78.html#SharmaJM22

Pratima Sharma Rajni Jindal Dutta Borah Malaya A Review of Blockchain-Based Applications and Challenges. 1201-1243 2022 123 Wirel. Pers. Commun. 2 https://doi.org/10.1007/s11277-021-09176-7 db/journals/wpc/wpc123.html#SharmaJM22

Pratima Sharma Rajni Jindal Dutta Borah Malaya Blockchain Technology for Cloud Storage: A Systematic Literature Review. 89:1-89:32 2021 53 ACM Comput. Surv. 4 https://doi.org/10.1145/3403954 https://www.wikidata.org/entity/Q130868093 db/journals/csur/csur53.html#SharmaJM20

Rajni Jindal Ruchika Malhotra Abha Jain Ankita Bansal Mining Non-Functional Requirements using Machine Learning Techniques. 2021 15 e Informatica Softw. Eng. J. 1 https://doi.org/10.37190/e-inf210105 db/journals/eInformatica/eInformatica15.html#JindalMJB21

Amrita Sisodia Rajni Jindal A meta-analysis of industry 4.0 design principles applied in the health sector. 104377 2021 104 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2021.104377 db/journals/eaai/eaai104.html#SisodiaJ21

Shivani Jain K. R. Seeja Rajni Jindal A fuzzy ontology framework in information retrieval using semantic query expansion. 100009 2021 1 Int. J. Inf. Manag. Data Insights 1 https://doi.org/10.1016/j.jjimei.2021.100009 db/journals/ijinfomandi/ijinfomandi1.html#JainSJ21

Shivani Jain K. R. Seeja Rajni Jindal Computing semantic relatedness using latent semantic analysis and fuzzy formal concept analysis. 92-100 2021 13 Int. J. Reason. based Intell. Syst. 2 https://doi.org/10.1504/IJRIS.2021.114635 db/journals/ijris/ijris13.html#JainSJ21

Pratima Sharma Rajni Jindal Dutta Borah Malaya Blockchain-based decentralized architecture for cloud storage system. 102970 2021 62 J. Inf. Secur. Appl. https://doi.org/10.1016/j.jisa.2021.102970 db/journals/istr/istr62.html#SharmaJM21

Indu Singh Rajni Jindal Expectation maximization clustering and sequential pattern mining based approach for detecting intrusive transactions in databases. 27649-27681 2021 80 Multim. Tools Appl. 18 https://doi.org/10.1007/s11042-021-10786-3 db/journals/mta/mta80.html#SinghJ21

Indu Singh Rajni Jindal Kanika Pandey Kripali Agrawal Kashish Kukreja Revised Grey Wolf Optimized SVM-KNN Ensemble Based Automated Diagnosis of Breast Cancer. 275-284 2020 25 Ingénierie des Systèmes d Inf. 2 https://doi.org/10.18280/isi.250216 db/journals/isi/isi25.html#SinghJPAK20

Anshu Malhotra Rajni Jindal Multimodal Deep Learning based Framework for Detecting Depression and Suicidal Behaviour by Affective Analysis of Social Media Posts. e1 2020 6 EAI Endorsed Trans. Pervasive Health Technol. 21 https://doi.org/10.4108/eai.13-7-2018.164259 db/journals/phat/phat6.html#MalhotraJ20

Rajni Jindal Maitree Leekha Minkush Manuja Mononito Goswami What Makes a Better Companion? Towards Social & Engaging Peer Learning. 482-489 2020 ECAI https://doi.org/10.3233/FAIA200129 conf/ecai/2020 db/conf/ecai/ecai2020.html#JindalLMG20 Rajni Jindal Neetesh Kumar Sanjay Patidar IoT Stream Data Compression Using LDPC Coding. 455-466 2020 FICTA (1) https://doi.org/10.1007/978-981-15-5788-0_44 conf/ficta/2020-1 db/conf/ficta/ficta2020-1.html#JindalKP20

Rajni Jindal Indu Singh A survey on database intrusion detection: approaches, challenges and application. 559-592 2019 7 Int. J. Intell. Eng. Informatics 6 https://doi.org/10.1504/IJIEI.2019.104565 https://www.wikidata.org/entity/Q126310361 db/journals/ijiei/ijiei7.html#JindalS19

Shivani Jain K. R. Seeja Rajni Jindal Identification of New Parameters for Ontology Based Semantic Similarity Measures. e3 2019 6 EAI Endorsed Trans. Scalable Inf. Syst. 20 https://doi.org/10.4108/eai.19-12-2018.156439 db/journals/sis/sis6.html#JainSJ19

Abbas Muhammad Zakariya Rajni Jindal Arabic Sign Language Recognition System on Smartphone. 1-5 2019 ICCCNT https://doi.org/10.1109/ICCCNT45670.2019.8944518 conf/icccnt/2019 db/conf/icccnt/icccnt2019.html#ZakariyaJ19

Preeti Gupta Rajni Jindal Arun Sharma 0002 Community Trolling: An Active Learning Approach for Topic Based Community Detection in Big Data. 553-567 2018 16 J. Grid Comput. 4 https://doi.org/10.1007/s10723-018-9457-z db/journals/grid/grid16.html#GuptaJS18

Dutta Borah Malaya Rajni Jindal An approach for high utility pattern mining. 124-152 2018 10 Int. J. Data Anal. Tech. Strateg. 2 https://doi.org/10.1504/IJDATS.2018.10013632 db/journals/ijdats/ijdats10.html#MalayaJ18

Dhruv Rathi Rajni Jindal DroidMark: A Tool for Android Malware Detection using Taint Analysis and Bayesian Network. 2018 abs/1805.06620 CoRR http://arxiv.org/abs/1805.06620 db/journals/corr/corr1805.html#abs-1805-06620

Rajni Jindal Taneja Shweta A lexical-semantics-based method for multi label text categorisation using word net. 340-360 2017 9 Int. J. Data Min. Model. Manag. 4 https://doi.org/10.1504/IJDMMM.2017.10009450 db/journals/ijdmmm/ijdmmm9.html#JindalS17

Rajni Jindal Alka Singhal Performance Analysis for the Ontology based Intelligent Information Retrieval using Non Monotonic Inference Logic using SPARQL. 694-701 2017 13 J. Comput. Sci. 12 https://doi.org/10.3844/jcssp.2017.694.701 https://www.wikidata.org/entity/Q113201861 db/journals/jcsci/jcsci13.html#JindalS17

Rajni Jindal Ruchika Malhotra Abha Jain Prediction of defect severity by mining software project reports. 334-351 2017 8 Int. J. Syst. Assur. Eng. Manag. 2 https://doi.org/10.1007/s13198-016-0438-y db/journals/saem/saem8.html#JindalMJ17

Rajni Jindal Dutta Borah Malaya A novel approach for mining frequent patterns from incremental data. 244-264 2016 8 Int. J. Data Min. Model. Manag. 3 https://doi.org/10.1504/IJDMMM.2016.079071 db/journals/ijdmmm/ijdmmm8.html#JindalM16

Preeti Gupta Arun Sharma 0002 Rajni Jindal Scalable machine-learning algorithms for big data analytics: a comprehensive review. 194-214 2016 6 WIREs Data Mining Knowl. Discov. 6 https://doi.org/10.1002/widm.1194 db/journals/widm/widm6.html#GuptaSJ16

Rajni Jindal Ruchika Malhotra Abha Jain Automated classification of security requirements. 2027-2033 2016 ICACCI https://doi.org/10.1109/ICACCI.2016.7732349 conf/icacci/2016 db/conf/icacci/icacci2016.html#JindalMJ16 Rajni Jindal Alka Singhal Personalized E-library: A Recommender System Based on Learner's Feedback Model. 248-263 2016 IHCI https://doi.org/10.1007/978-3-319-52503-7_20 conf/ihci/2016 db/conf/ihci/ihci2016.html#JindalS16

Rajni Jindal Dutta Borah Malaya Predictive Analytics in a Higher Education Context. 24-33 2015 17 IT Prof. 4 https://doi.org/10.1109/MITP.2015.68 http://doi.ieeecomputersociety.org/10.1109/MITP.2015.68 db/journals/itpro/itpro17.html#JindalM15

Rajni Jindal Ruchika Malhotra Abha Jain Techniques for text classification: Literature review and current trends. 2015 12 Webology 2 http://www.webology.org/2015/v12n2/a139.pdf db/journals/webology/webology12.html#JindalMJ15

Rajni Jindal Ruchika Malhotra Abha Jain Mining defect reports for predicting software maintenance effort. 270-276 2015 ICACCI https://doi.org/10.1109/ICACCI.2015.7275620 conf/icacci/2015 db/conf/icacci/icacci2015.html#JindalMJ15 Rajni Jindal Taneja Shweta Ranking in multi label classification of text documents using quantifiers. 162-166 2015 ICCSCE https://doi.org/10.1109/ICCSCE.2015.7482177 conf/iccsce/2015 db/conf/iccsce/iccsce2015.html#JindalS15 Upasna Bhandari Kazunari Sugiyama Anindya Datta Rajni Jindal Serendipitous Recommendation for Mobile Apps Using Item-Item Similarity Graph. 440-451 2013 AIRS https://doi.org/10.1007/978-3-642-45068-6_38 conf/airs/2013 db/conf/airs/airs2013.html#BhandariSDJ13 Dutta Borah Malaya Rajni Jindal Daya Gupta Ganesh Chandra Deka Application of knowledge based decision technique to predict student enrollment decision. 180-184 2011 ReTIS https://doi.org/10.1109/ReTIS.2011.6146864 conf/retis/2011 db/conf/retis/retis2011.html#BorahJGD11 Rajni Jindal Ankur Gupta Generating Traffic Information Through Mobile Messaging. 233-236 2008 WINSYS conf/winsys/2008 db/conf/winsys/winsys2008.html#JindalG08 Kripali Agrawal Tabish Nabi Antoo Ankita Bansal Upasna Bhandari Malaya Dutta BorahDutta Borah Malaya Anindya Datta Ganesh Chandra Deka Mononito Goswami Ankur Gupta Daya Gupta Preeti Gupta Trasha Gupta Abha Jain Amita Jain Kirti Jain Minni Jain Shivani Jain Sidhant Jain Kashish Kukreja Neetesh Kumar Maitree Leekha Anshu Malhotra Ruchika Malhotra Minkush Manuja Massoud Massoudi Suraj Narayan Kanika Pandey Sanjay Patidar Dhruv Rathi K. R. Seeja Sumedha Seniaray Arun Sharma 0002 Pratima Sharma Taneja Shweta Indu Singh Alka Singhal Amrita Sisodia Indu Sreedevi Kazunari Sugiyama Abbas Muhammad Zakariya