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ORCIDRinkle Rani
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- affiliation: Thapar Institute of Engineering and Technology, Department of Computer Science & Engineering, India
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2020 – today
- 2024
[j49]Jasleen Kaur, Rinkle Rani, Nidhi Kalra:
Attribute-based access control scheme for secure storage and sharing of EHRs using blockchain and IPFS. Clust. Comput. 27(1): 1047-1061 (2024)- [j48]Shruti Arora
, Rinkle Rani, Nitin Saxena:
SETL: a transfer learning based dynamic ensemble classifier for concept drift detection in streaming data. Clust. Comput. 27(3): 3417-3432 (2024) - [j47]Navreen Kaur Boparai, Himanshu Aggarwal, Rinkle Rani:
Analyzing fuzzy semantics of reviews for multi-criteria recommendations. Data Knowl. Eng. 152: 102314 (2024) - [j46]Palak Goyal, Rinkle Rani, Karamjeet Singh:
A multilayered framework for diagnosis and classification of Alzheimer's disease using transfer learned Alexnet and LSTM. Neural Comput. Appl. 36(7): 3777-3801 (2024) - [j45]Palak Goyal, Rinkle Rani:
Comparative Analysis of Machine Learning, Ensemble Learning and Deep Learning Classifiers for Parkinson's Disease Detection. SN Comput. Sci. 5(1): 66 (2024) - [j44]Shruti Arora, Rinkle Rani:
Soundtrack Success: Unveiling Song Popularity Patterns Using Machine Learning Implementation. SN Comput. Sci. 5(3): 278 (2024) - 2023
- [j43]Gourav Bathla, Rinkle Rani, Himanshu Aggarwal:
Stocks of year 2020: prediction of high variations in stock prices using LSTM. Multim. Tools Appl. 82(7): 9727-9743 (2023) - 2022
- [j42]Shruti Arora, Rinkle Rani, Nitin Saxena:
An efficient approach for detecting anomalous events in real-time weather datasets. Concurr. Comput. Pract. Exp. 34(5) (2022) - [j41]Shruti Arora, Rinkle Rani, Nitin Saxena:
Modified valence aware dictionary for sentiment reasoning classifier for detection and classification of Covid-19 related rumors from social media data streams. Concurr. Comput. Pract. Exp. 34(21) (2022) - [j40]Diksha Hooda, Rinkle Rani:
An interval type-2 fuzzy ontological model: Predicting water quality from sensory data. Concurr. Comput. Pract. Exp. 34(28) (2022) - [j39]Jasleen Kaur, Rinkle Rani, Nidhi Kalra:
A Blockchain-based Framework for Privacy Preservation of Electronic Health Records (EHRs). Trans. Emerg. Telecommun. Technol. 33(9) (2022) - [j38]Diksha Hooda, Rinkle Rani:
An Ontology driven model for detection and classification of cardiac arrhythmias using ECG data. J. Intell. Inf. Syst. 58(2): 405-431 (2022) - 2021
- [j37]Jasleen Kaur, Rinkle Rani, Nidhi Kalra:
Blockchain-based framework for secured storage, sharing, and querying of electronic healthcare records. Concurr. Comput. Pract. Exp. 33(20) (2021) - [j36]Sukhpal Kaur, Himanshu Aggarwal, Rinkle Rani:
Diagnosis of Parkinson's disease using deep CNN with transfer learning and data augmentation. Multim. Tools Appl. 80(7): 10113-10139 (2021) - 2020
- [j35]Deepak Gupta, Rinkle Rani:
Improving malware detection using big data and ensemble learning. Comput. Electr. Eng. 86: 106729 (2020) - [j34]Gourav Bathla, Himanshu Aggarwal, Rinkle Rani:
Scalable Recommendation Using Large Scale Graph Partitioning With Pregel and Giraph. Int. J. Cogn. Informatics Nat. Intell. 14(4): 42-61 (2020) - [j33]Hemant Petwal, Rinkle Rani:
An Efficient Clustering Algorithm for Mixed Dataset of Postoperative Surgical Records. Int. J. Comput. Intell. Syst. 13(1): 757-770 (2020) - [j32]Diksha Hooda, Rinkle Rani:
Ontology driven human activity recognition in heterogeneous sensor measurements. J. Ambient Intell. Humaniz. Comput. 11(12): 5947-5960 (2020) - [j31]Hemant Petwal, Rinkle Rani:
Prioritizing the Surgical Waiting List-Cosine Consistency Index: An Optimized Framework for Prioritizing Surgical Waiting List. J. Medical Imaging Health Informatics 10(12): 2876-2892 (2020) - [j30]Aman Sharma, Rinkle Rani:
Drug sensitivity prediction framework using ensemble and multi-task learning. Int. J. Mach. Learn. Cybern. 11(6): 1231-1240 (2020) - [j29]Gourav Bathla, Himanshu Aggarwal, Rinkle Rani:
AutoTrustRec: Recommender System with Social Trust and Deep Learning using AutoEncoder. Multim. Tools Appl. 79(29-30): 20845-20860 (2020) - [j28]Sukhpal Kaur, Himanshu Aggarwal, Rinkle Rani:
Hyper-parameter optimization of deep learning model for prediction of Parkinson's disease. Mach. Vis. Appl. 31(5): 32 (2020) - [j27]Gourav Bathla, Himanshu Aggarwal, Rinkle Rani:
A graph-based model to improve social trust and influence for social recommendation. J. Supercomput. 76(6): 4057-4075 (2020)
2010 – 2019
- 2019
- [j26]Divya Pandove, Shivani Goel, Rinkle Rani:
General correlation coefficient based agglomerative clustering. Clust. Comput. 22(2): 553-583 (2019) - [j25]Aman Sharma, Rinkle Rani:
C-HMOSHSSA: Gene selection for cancer classification using multi-objective meta-heuristic and machine learning methods. Comput. Methods Programs Biomed. 178: 219-235 (2019) - [j24]Vandana Bhatia, Rinkle Rani:
A distributed overlapping community detection model for large graphs using autoencoder. Future Gener. Comput. Syst. 94: 16-26 (2019) - [j23]Bharti Saneja, Rinkle Rani:
A scalable correlation-based approach for outlier detection in wireless body sensor networks. Int. J. Commun. Syst. 32(7) (2019) - [j22]Deepak Gupta, Rinkle Rani:
A study of big data evolution and research challenges. J. Inf. Sci. 45(3) (2019) - [j21]Sukhpal Kaur, Himanshu Aggarwal, Rinkle Rani:
Diagnosis of Parkinson's Disease Using Principle Component Analysis and Deep Learning. J. Medical Imaging Health Informatics 9(3): 602-609 (2019) - 2018
- [j20]Deepak Gupta, Rinkle Rani:
Big Data Framework for Zero-Day Malware Detection. Cybern. Syst. 49(2): 103-121 (2018) - [j19]Aman Sharma, Rinkle Rani:
BE-DTI': Ensemble framework for drug target interaction prediction using dimensionality reduction and active learning. Comput. Methods Programs Biomed. 165: 151-162 (2018) - [j18]Divya Pandove, Shivani Goel, Rinkle Rani:
Correlation clustering methodologies and their fundamental results. Expert Syst. J. Knowl. Eng. 35(1) (2018) - [j17]Vandana Bhatia, Rinkle Rani:
PFCA: An influence-based parallel fuzzy clustering algorithm for large complex networks. Expert Syst. J. Knowl. Eng. 35(6) (2018) - [j16]Vandana Bhatia, Rinkle Rani:
Ap-FSM: A parallel algorithm for approximate frequent subgraph mining using Pregel. Expert Syst. Appl. 106: 217-232 (2018) - [j15]Anjali Anand, Rinkle Rani, Himanshu Aggarwal:
An Adaptive Security Model for Dynamic Node Behaviour in MANETs. KSII Trans. Internet Inf. Syst. 12(6): 2861-2880 (2018) - [j14]Aman Sharma, Rinkle Rani:
An integrated framework for identification of effective and synergistic anti-cancer drug combinations. J. Bioinform. Comput. Biol. 16(5): 1850017:1-1850017:23 (2018) - [j13]Aman Sharma, Rinkle Rani:
KSRMF: Kernelized similarity based regularized matrix factorization framework for predicting anti-cancer drug responses. J. Intell. Fuzzy Syst. 35(2): 1779-1790 (2018) - [j12]Divya Pandove, Shivani Goel, Rinkle Rani:
An intuitive general rank-based correlation coefficient. Frontiers Inf. Technol. Electron. Eng. 19(6): 699-711 (2018) - [j11]Vandana Bhatia, Rinkle Rani:
DFuzzy: a deep learning-based fuzzy clustering model for large graphs. Knowl. Inf. Syst. 57(1): 159-181 (2018) - [j10]Divya Pandove, Shivani Goel, Rinkle Rani:
Systematic Review of Clustering High-Dimensional and Large Datasets. ACM Trans. Knowl. Discov. Data 12(2): 16:1-16:68 (2018) - 2017
- [j9]Vandana Bhatia, Rinkle Rani:
A parallel fuzzy clustering algorithm for large graphs using Pregel. Expert Syst. Appl. 78: 135-144 (2017) - [j8]Bharti Saneja, Rinkle Rani:
An efficient approach for outlier detection in big sensor data of health care. Int. J. Commun. Syst. 30(17) (2017) - [j7]Divya Pandove, Rinkle Rani, Shivani Goel:
Local graph based correlation clustering. Knowl. Based Syst. 138: 155-175 (2017) - [c2]Vandana Bhatia, Rinkle Rani:
An efficient algorithm for sampling of a single large graph. IC3 2017: 1-6 - 2016
- [j6]Gaurav Gupta, Himanshu Aggarwal, Rinkle Rani:
Segmentation of retail customers based on cluster analysis in building successful CRM. Int. J. Bus. Inf. Syst. 23(2): 212-228 (2016) - [j5]Anjali Anand, Rinkle Rani, Himanshu Aggarwal:
Energy Efficient and Secure Multipoint Relay Selection in Mobile Ad hoc Networks. KSII Trans. Internet Inf. Syst. 10(4): 1571-1589 (2016) - [j4]Anjali Anand, Himanshu Aggarwal, Rinkle Rani:
Partially distributed dynamic model for secure and reliable routing in mobile ad hoc networks. J. Commun. Networks 18(6): 938-947 (2016) - 2015
- [j3]Karamjit Kaur, Rinkle Rani:
Managing Data in Healthcare Information Systems: Many Models, One Solution. Computer 48(3): 52-59 (2015) - [j2]Anjali Anand, Rinkle Rani, Himanshu Aggarwal:
A Security Model based on Reputation and Collaboration through Route-Request in Mobile Ad Hoc Networks. KSII Trans. Internet Inf. Syst. 9(11): 4701-4719 (2015) - [j1]Karamjit Kaur, Rinkle Rani:
A Smart Polyglot Solution for Big Data in Healthcare. IT Prof. 17(6): 48-55 (2015) - 2013
- [c1]Karamjit Kaur, Rinkle Rani:
Modeling and querying data in NoSQL databases. IEEE BigData 2013: 1-7 - 2010
- [i1]Ravinder Yadav, Rinkle Rani Aggarwal:
Survey and Comparison of Optical Switch Fabrication Techniques and Architectures. CoRR abs/1004.4481 (2010)
Coauthor Index
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