Rinkle Rani

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 49

Top Topics

Clustering Algorithm

Ensemble Classifier

Malware Detection

Top Venues

Concurr. Comput. Pract. Exp.

KSII Trans. Internet Inf. Syst.

Multim. Tools Appl.

Publications

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) (2024)
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) (2024)
Shruti Arora, Rinkle Rani
Soundtrack Success: Unveiling Song Popularity Patterns Using Machine Learning Implementation. SN Comput. Sci. 5 (3) (2024)
Navreen Kaur Boparai, Himanshu Aggarwal, Rinkle Rani
Analyzing fuzzy semantics of reviews for multi-criteria recommendations. Data Knowl. Eng. 152 (2024)
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) (2024)
Gourav Bathla, Rinkle Rani, Himanshu Aggarwal
Stocks of year 2020: prediction of high variations in stock prices using LSTM. Multim. Tools Appl. 82 (7) (2023)
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)
Diksha Hooda, Rinkle Rani
An Ontology driven model for detection and classification of cardiac arrhythmias using ECG data. J. Intell. Inf. Syst. 58 (2) (2022)
Diksha Hooda, Rinkle Rani
An interval type-2 fuzzy ontological model: Predicting water quality from sensory data. Concurr. Comput. Pract. Exp. 34 (28) (2022)
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)
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)
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)
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) (2021)
Gourav Bathla, Himanshu Aggarwal, Rinkle Rani
AutoTrustRec: Recommender System with Social Trust and Deep Learning using AutoEncoder. Multim. Tools Appl. 79 (29-30) (2020)
Aman Sharma, Rinkle Rani
Drug sensitivity prediction framework using ensemble and multi-task learning. Int. J. Mach. Learn. Cybern. 11 (6) (2020)
Gourav Bathla, Himanshu Aggarwal, Rinkle Rani
A graph-based model to improve social trust and influence for social recommendation. J. Supercomput. 76 (6) (2020)
Deepak Gupta, Rinkle Rani
Improving malware detection using big data and ensemble learning. Comput. Electr. Eng. 86 (2020)
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) (2020)
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) (2020)
Hemant Petwal, Rinkle Rani
An Efficient Clustering Algorithm for Mixed Dataset of Postoperative Surgical Records. Int. J. Comput. Intell. Syst. 13 (1) (2020)
Diksha Hooda, Rinkle Rani
Ontology driven human activity recognition in heterogeneous sensor measurements. J. Ambient Intell. Humaniz. Comput. 11 (12) (2020)
Sukhpal Kaur, Himanshu Aggarwal, Rinkle Rani
Hyper-parameter optimization of deep learning model for prediction of Parkinson's disease. Mach. Vis. Appl. 31 (5) (2020)
Deepak Gupta, Rinkle Rani
A study of big data evolution and research challenges. J. Inf. Sci. 45 (3) (2019)
Bharti Saneja, Rinkle Rani
A scalable correlation-based approach for outlier detection in wireless body sensor networks. Int. J. Commun. Syst. 32 (7) (2019)
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) (2019)
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 (2019)
Divya Pandove, Shivani Goel, Rinkle Rani
General correlation coefficient based agglomerative clustering. Clust. Comput. 22 (2) (2019)
Vandana Bhatia, Rinkle Rani
A distributed overlapping community detection model for large graphs using autoencoder. Future Gener. Comput. Syst. 94 (2019)
Divya Pandove, Shivani Goel, Rinkle Rani
Correlation clustering methodologies and their fundamental results. Expert Syst. J. Knowl. Eng. 35 (1) (2018)
Aman Sharma, Rinkle Rani
KSRMF: Kernelized similarity based regularized matrix factorization framework for predicting anti-cancer drug responses. J. Intell. Fuzzy Syst. 35 (2) (2018)
Anjali Anand, Rinkle Rani, Himanshu Aggarwal
An Adaptive Security Model for Dynamic Node Behaviour in MANETs. KSII Trans. Internet Inf. Syst. 12 (6) (2018)
Divya Pandove, Shivani Goel, Rinkle Rani
Systematic Review of Clustering High-Dimensional and Large Datasets. ACM Trans. Knowl. Discov. Data 12 (2) (2018)
Aman Sharma, Rinkle Rani
BE-DTI': Ensemble framework for drug target interaction prediction using dimensionality reduction and active learning. Comput. Methods Programs Biomed. 165 (2018)
Vandana Bhatia, Rinkle Rani
Ap-FSM: A parallel algorithm for approximate frequent subgraph mining using Pregel. Expert Syst. Appl. 106 (2018)
Deepak Gupta, Rinkle Rani
Big Data Framework for Zero-Day Malware Detection. Cybern. Syst. 49 (2) (2018)
Aman Sharma, Rinkle Rani
An integrated framework for identification of effective and synergistic anti-cancer drug combinations. J. Bioinform. Comput. Biol. 16 (5) (2018)
Divya Pandove, Shivani Goel, Rinkle Rani
An intuitive general rank-based correlation coefficient. Frontiers Inf. Technol. Electron. Eng. 19 (6) (2018)
Vandana Bhatia, Rinkle Rani
DFuzzy: a deep learning-based fuzzy clustering model for large graphs. Knowl. Inf. Syst. 57 (1) (2018)
Vandana Bhatia, Rinkle Rani
PFCA: An influence-based parallel fuzzy clustering algorithm for large complex networks. Expert Syst. J. Knowl. Eng. 35 (6) (2018)
Vandana Bhatia, Rinkle Rani
An efficient algorithm for sampling of a single large graph. IC3 (2017)
Divya Pandove, Rinkle Rani, Shivani Goel
Local graph based correlation clustering. Knowl. Based Syst. 138 (2017)
Vandana Bhatia, Rinkle Rani
A parallel fuzzy clustering algorithm for large graphs using Pregel. Expert Syst. Appl. 78 (2017)
Bharti Saneja, Rinkle Rani
An efficient approach for outlier detection in big sensor data of health care. Int. J. Commun. Syst. 30 (17) (2017)
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) (2016)
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) (2016)
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) (2016)
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) (2015)
Karamjit Kaur, Rinkle Rani
A Smart Polyglot Solution for Big Data in Healthcare. IT Prof. 17 (6) (2015)
Karamjit Kaur, Rinkle Rani
Managing Data in Healthcare Information Systems: Many Models, One Solution. Computer 48 (3) (2015)
Karamjit Kaur, Rinkle Rani
Modeling and querying data in NoSQL databases. IEEE BigData (2013)