Rinkle Rani

发表

MR Image Synthesis Using Generative Adversarial Networks for Parkinson’s Disease Classification

Sukhpal Kaur, Himanshu Aggarwal, Rinkle Rani, 2020 .

Analysis and Visualization of Social Data

Rinkle Rani, Puneet Garg, Sumit Miglani, 2015 .

Secure Authentication in Document Oriented Database MongoDB

Rinkle Rani, Palvi Aggarwal, 2014 .

Community Detection and Analysis of Twitter Social Data

Rinkle Rani, Aman Sharma, Rinkle Rani, 2015 .

Efficient Approach for Social Recommendations Using Graphs on Neo4j

Rinkle Rani, Asham Virk, 2018, 2018 International Conference on Inventive Research in Computing Applications (ICIRCA).

TUDocChain-Securing Academic Certificate Digitally on Blockchain

Rinkle Rani, Sugandha Budhiraja, Rinkle Rani, 2019, Inventive Computation Technologies.

A Machine Learning Approach for Churn Prediction in Telecommunication

Rinkle Rani, Kriti Mishra, 2017 .

Local graph based correlation clustering

Rinkle Rani, Shivani Goel, Divya Pandove, 2017, Knowl. Based Syst..

A Novel Framework for Querying Multiparadigm Databases

Rinkle Rani, Karamjit Kaur, 2015 .

Churn prediction in telecommunication using machine learning

Rinkle Rani, Kriti Mishra, Rinkle Rani, 2017, 2017 International Conference on Energy, Communication, Data Analytics and Soft Computing (ICECDS).

A parallel fuzzy clustering algorithm for large graphs using Pregel

Rinkle Rani, Vandana Bhatia, Rinkle Rani, 2017, Expert Syst. Appl..

Using deep learning to improve recommendation with direct and indirect social trust

Rinkle Rani, Himanshu Aggarwal, Gourav Bathla, 2019, Journal of Statistics and Management Systems.

Systematic Review of Clustering High-Dimensional and Large Datasets

Rinkle Rani, Shivani Goel, Divya Pandove, 2018, ACM Trans. Knowl. Discov. Data.

A scalable correlation‐based approach for outlier detection in wireless body sensor networks

Rinkle Rani, Bharti Saneja, Rinkle Rani, 2019, Int. J. Commun. Syst..

An Optimized Framework for Cancer Classification Using Deep Learning and Genetic Algorithm

Rinkle Rani, Aman Sharma, Rinkle Rani, 2017 .

A Novel Approach to Transform Relational Database into Graph Database using Neo4j

Mehak Gupta, Rinkle Rani, Rinkle Rani, 2014 .

Comparative study of NoSQL databases for big data storage

Rinkle Rani, Himanshu Aggarwal, Gourav Bathla, 2018 .

Prioritizing the Surgical Waiting List-Cosine Consistency Index: An Optimized Framework for Prioritizing Surgical Waiting List

Rinkle Rani, Hemant Petwal, 2020 .

Multi-Model Persistent Solution for Healthcare Big Data

Rinkle Rani, Karamjit Kaur, Rinkle Rani, 2016 .

An efficient approach for outlier detection in big sensor data of health care

Rinkle Rani, Bharti Saneja, Rinkle Rani, 2017, Int. J. Commun. Syst..

Moving to New Generation Databases (MongoDB Redis)

Rinkle Rani, Yogesh Punia, Rinkle Rani, 2014 .

A comparative study of community detection algorithms using graphs and R

Rinkle Rani, Neha Garg, N. Garg, 2017, 2017 International Conference on Computing, Communication and Automation (ICCCA).

Migrating From Data Mining to Big Data Mining

Himanshu Aggarwal, Rinkle Rani, Gourav Bathla, 2018 .

An intuitive general rank-based correlation coefficient

Rinkle Rani, Shivani Goel, Divya Pandove, 2018, Frontiers of Information Technology & Electronic Engineering.

Ensembled machine learning framework for drug sensitivity prediction.

Rinkle Rani, Aman Sharma, Rinkle Rani, 2020, IET systems biology.

Processing, Analysis and Visualization of Social Data

Rinkle Rani, Neha Garg, N. Garg, 2017 .

KSRMF: Kernelized similarity based regularized matrix factorization framework for predicting anti-cancer drug responses

Rinkle Rani, Aman Sharma, Aman Sharma, 2018, J. Intell. Fuzzy Syst..

An efficient algorithm for sampling of a single large graph

Rinkle Rani, Vandana Bhatia, 2017, 2017 Tenth International Conference on Contemporary Computing (IC3).

Clonal Selection based Parallel Fuzzy Clustering using Map-reduce

Rinkle Rani, Bharti Saneja, Rinkle Rani, 2018, 2018 Fifth International Conference on Parallel, Distributed and Grid Computing (PDGC).

An efficient influence based label propagation algorithm for clustering large graphs

Rinkle Rani, Vandana Bhatia, 2017, INFOCOM 2017.

A Security Model based on Reputation and Collaboration through Route-Request in Mobile Ad Hoc Networks

Rinkle Rani, Himanshu Aggarwal, Anjali Anand, 2015, KSII Trans. Internet Inf. Syst..

Diagnosis of Parkinson’s disease using deep CNN with transfer learning and data augmentation

Sukhpal Kaur, Himanshu Aggarwal, Rinkle Rani, 2020, Multimedia Tools and Applications.

Segmentation of retail customers based on cluster analysis in building successful CRM

Gaurav Gupta, Rinkle Rani, Himanshu Aggarwal, 2016, Int. J. Bus. Inf. Syst..

Design and Performance Evaluation of Density Based Anomaly Detection Clustering Algorithms using Hadoop and Map Reduce

Rinkle Rani, Sourajit Behera, 2016 .

Macro Designing and Comparative Evaluation of Various Predictive Modeling Techniques of Credit Card Data

Rinkle Rani, Ravinder Singh, Rinkle Rani, 2011 .

Analysis and Visualization of Professional’s LinkedIn Data

Rinkle Rani, Puneet Garg, Sumit Miglani, 2016 .

Scalable Recommendation Using Large Scale Graph Partitioning With Pregel and Giraph

Himanshu Aggarwal, Rinkle Rani, Gourav Bathla, 2020, Int. J. Cogn. Informatics Nat. Intell..

A novel localized approach for efficient delivery of software products

Rinkle Rani, Diksha Hooda, 2017, 2017 4th International Conference on Signal Processing, Computing and Control (ISPCC).

Improving malware detection using big data and ensemble learning

Deepak Gupta, Rinkle Rani, Rinkle Rani, 2020, Comput. Electr. Eng..

A 3-level model for implementing MOOC in India

Rinkle Rani, Aman Sharma, 2014, 2014 IEEE International Conference on MOOC, Innovation and Technology in Education (MITE).

Ap-FSM: A parallel algorithm for approximate frequent subgraph mining using Pregel

Rinkle Rani, Vandana Bhatia, Rinkle Rani, 2018, Expert Syst. Appl..

Diagnosis of Parkinson's Disease Using Principle Component Analysis and Deep Learning

Rinkle Rani, Himanshu Aggarwal, Sukhpal Kaur, 2019 .

PFCA: An influence‐based parallel fuzzy clustering algorithm for large complex networks

Rinkle Rani, Vandana Bhatia, Rinkle Rani, 2018, Expert Syst. J. Knowl. Eng..

A Hybrid Approach for Outlier Detection in Weather Sensor Data

Rinkle Rani, Bharti Saneja, Rinkle Rani, 2018, 2018 IEEE 8th International Advance Computing Conference (IACC).

A distributed overlapping community detection model for large graphs using autoencoder

Rinkle Rani, Vandana Bhatia, Rinkle Rani, 2019, Future Gener. Comput. Syst..

A Streamlined Approach for Real-Time Data Analytics

Rinkle Rani, Shruti Arora, 2018, 2018 Second International Conference on Inventive Communication and Computational Technologies (ICICCT).

A Framework for Efficient Delivery of Software Products

Rinkle Rani, Diksha Hooda, Rinkle Rani, 2017 .

A Smart Polyglot Solution for Big Data in Healthcare

Rinkle Rani, Karamjit Kaur, 2015, IT Professional.

Hyper-parameter optimization of deep learning model for prediction of Parkinson’s disease

Sukhpal Kaur, Himanshu Aggarwal, Rinkle Rani, 2020, Machine Vision and Applications.

Comparative Analysis of SCM Tools and Coexistence with Agile Methodology

Rinkle Rani, Satyam Gupta, Rinkle Rani, 2015 .

Data Transformation and Query Analysis of Elasticsearch and CouchDB Document Oriented Databases

Rinkle Rani, Sheffi Gupta, 2016 .

Hierarchical Clustering Algorithm for Big Data using Hadoop and Mapreduce

Rinkle Rani, Piyush Lathiya, 2016 .

C-HDESHO: Cancer Classification Framework using Single Objective Meta—heuristic and Machine learning Approaches

Rinkle Rani, Aman Sharma, 2018, 2018 Fifth International Conference on Parallel, Distributed and Grid Computing (PDGC).

An integrated framework for anomaly detection in big data of medical wireless sensors

Rinkle Rani, Bharti Saneja, Rinkle Rani, 2018, Modern Physics Letters B.

Classification of Cancerous Profiles Using Machine Learning

Rinkle Rani, Aman Sharma, Rinkle Rani, 2017, 2017 International Conference on Machine Learning and Data Science (MLDS).

Novel approach for transformation of data from MySQL to NoSQL (MongoDB)

Rinkle Rani, Rupali Arora, Rinkle Rani, 2013 .

IoT solutions for 3-D visualization of Twitter data

Rinkle Rani, Aman Sharma, Rinkle Rani, 2015, 2015 IEEE International Advance Computing Conference (IACC).

DFuzzy: a deep learning-based fuzzy clustering model for large graphs

Rinkle Rani, Vandana Bhatia, Rinkle Rani, 2018, Knowledge and Information Systems.

AutoTrustRec: Recommender System with Social Trust and Deep Learning using AutoEncoder

Himanshu Aggarwal, Rinkle Rani, Gourav Bathla, 2020, Multimedia Tools and Applications.

Design and performance evaluation of multistage interconnection networks

Rinkle Rani, 2010 .

An integrated framework for identification of effective and synergistic anti-cancer drug combinations

Rinkle Rani, Aman Sharma, Rinkle Rani, 2018, J. Bioinform. Comput. Biol..

An Adaptive Security Model for Dynamic Node Behaviour in MANETs

Rinkle Rani, Himanshu Aggarwal, Anjali Anand, 2018, KSII Trans. Internet Inf. Syst..

Improving Recommendation Techniques by Deep Learning and Large Scale Graph Partitioning

Himanshu Aggarwal, Rinkle Rani, Gourav Bathla, 2018 .

C-HMOSHSSA: Gene selection for cancer classification using multi-objective meta-heuristic and machine learning methods

Rinkle Rani, Aman Sharma, Rinkle Rani, 2019, Comput. Methods Programs Biomed..

A graph-based model to improve social trust and influence for social recommendation

Rinkle Rani, Himanshu Aggarwal, Gourav Bathla, 2017, The Journal of Supercomputing.

A Modified Buffered Adaptive Algorithm for Routing in Optical Benes Network

Rinkle Rani, Tanvir Kaur, 2011 .

Big Data Clustering Based Recommendation System Model Through Correlations

Rinkle Rani, Shivani Goel, Divya Pandove, 2017 .

Modeling and querying data in NoSQL databases

Rinkle Rani, Karamjit Kaur, Rinkle Rani, 2013, 2013 IEEE International Conference on Big Data.

Analysis and visualization of Twitter data using k-means clustering

Rinkle Rani, Neha Garg, N. Garg, 2017, 2017 International Conference on Intelligent Computing and Control Systems (ICICCS).

Modified Algorithm for Data Cleaning of Log File Using File Extensions in Web Usage Mining

Rinkle Rani, Surbhi Anand, Rinkle Rani, 2012 .

Comparative analysis of density based outlier detection techniques on breast cancer data using hadoop and map reduce

Rinkle Rani, Sourajit Behera, Rinkle Rani, 2016, 2016 International Conference on Inventive Computation Technologies (ICICT).

General correlation coefficient based agglomerative clustering

Rinkle Rani, Shivani Goel, Divya Pandove, 2018, Cluster Computing.

Deep Learning for Big Data Analytics

Himanshu Aggarwal, Rinkle Rani, Gourav Bathla, 2020, Advances in Computing and Intelligent Systems.

A study of big data evolution and research challenges

Deepak Gupta, Rinkle Rani, Rinkle Rani, 2018, J. Inf. Sci..

Mining Professional's Data from LinkedIn

Rinkle Rani, Puneet Garg, Sumit Miglani, 2015, 2015 Fifth International Conference on Advances in Computing and Communications (ICACC).

A Novel Framework for Distributed Stream Processing and Analysis of Twitter Data

Rinkle Rani, Shruti Arora, 2021 .

An Efficient Clustering Algorithm for Mixed Dataset of Postoperative Surgical Records

Rinkle Rani, Hemant Petwal, 2020, Int. J. Comput. Intell. Syst..

Big Data Framework for Zero-Day Malware Detection

Deepak Gupta, Rinkle Rani, Rinkle Rani, 2018, Cybern. Syst..

A Novel Approach for Clustering Big Data based on MapReduce

Rinkle Rani, Himanshu Aggarwal, Gourav Bathla, 2018 .

Machine Learning Perspective in Cancer Research

Rinkle Rani, Aman Sharma, Rinkle Rani, 2021 .

Managing Data in Healthcare Information Systems: Many Models, One Solution

Rinkle Rani, Karamjit Kaur, Rinkle Rani, 2015, Computer.

Indoor user localization using data distribution framework

Rinkle Rani, Ronika Thind, 2017, 2017 International Conference on Intelligent Computing and Control Systems (ICICCS).

A Novel Approach for SLM GUI Design, Development and Test Suite Automation

Rinkle Rani, Silvi Goel, 2015 .

An Efficient Token Management Algorithm for Message Dependent Deadlocks Recovery Architecture

Nidhi Garg, Rinkle Rani, 2011 .

A comparative study of elasticsearch and CouchDB document oriented databases

Rinkle Rani, Sheffi Gupta, 2016, 2016 International Conference on Inventive Computation Technologies (ICICT).

Framework of Indoor User Localization Using Wi-Fi Fingerprinting and Visual Clues

Rinkle Rani, Ronika Thind, 2017 .

Correlation clustering methodologies and their fundamental results

Rinkle Rani, Shivani Goel, Divya Pandove, 2018, Expert Syst. J. Knowl. Eng..

An Improved Artificial Electric Field Algorithm for Multi-Objective Optimization

Rinkle Rani, Hemant Petwal, Rinkle Rani, 2020, Processes.

Efficient Parallel DBSCAN algorithms for Bigdata using MapReduce

Rinkle Rani, Risha Gulati, Rinkle Rani, 2016 .

Energy Efficient and Secure Multipoint Relay Selection in Mobile Ad hoc Networks

Rinkle Rani, Himanshu Aggarwal, Anjali Anand, 2016, KSII Trans. Internet Inf. Syst..

Ontology driven human activity recognition in heterogeneous sensor measurements

Rinkle Rani, Diksha Hooda, Rinkle Rani, 2020, J. Ambient Intell. Humaniz. Comput..

Improved CURE clustering for big data using Hadoop and Mapreduce

Rinkle Rani, Piyush Lathiya, 2016, 2016 International Conference on Inventive Computation Technologies (ICICT).

Drug sensitivity prediction framework using ensemble and multi-task learning

Rinkle Rani, Aman Sharma, Rinkle Rani, 2019, International Journal of Machine Learning and Cybernetics.

A Novel Approach for Transformation of Relational Database into Column-Oriented Database (HBase)

Baljit Kaur, Rinkle Rani, Baljit Kaur, 2014 .

Partially distributed dynamic model for secure and reliable routing in mobile ad hoc networks

Himanshu Aggarwal, Rinkle Rani, Anjali Anand, 2016, Journal of Communications and Networks.

BE-DTI': Ensemble framework for drug target interaction prediction using dimensionality reduction and active learning

Rinkle Rani, Aman Sharma, Rinkle Rani, 2018, Comput. Methods Programs Biomed..

A Systematic Review of Applications of Machine Learning in Cancer Prediction and Diagnosis

Rinkle Rani, Aman Sharma, Rinkle Rani, 2021, Archives of Computational Methods in Engineering.

An Improved Multi-objective Water Cycle Algorithm to Modify Inconsistent Matrix in Analytic Hierarchy Process

Rinkle Rani, Hemant Petwal, 2021 .

Machine Learning Applications in Anti-cancer Drug Discovery

Rinkle Rani, Aman Sharma, Rinkle Rani, 2021, Intelligent Healthcare.