Dheeraj Kumar

According to our database, Dheeraj Kumar authored at least 46 papers between 2011 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

ML-aVAT: A Novel 2-Stage Machine-Learning Approach for Automatic Clustering Tendency Assessment.

Harshal Mittal, Jagarlamudi Sai Laxman, Dheeraj Kumar

Big Data Res., November, 2023

IoT-enabled technologies for controlling COVID-19 Spread: A scientometric analysis using CiteSpace.

Dheeraj Kumar, Sandeep Kumar Sood, Keshav Singh Rawat

Internet Things, October, 2023

Empowering elderly care with intelligent IoT-Driven smart toilets for home-based infectious health monitoring.

Dheeraj Kumar, Sandeep Kumar Sood, Keshav Singh Rawat

Artif. Intell. Medicine, October, 2023

Early health prediction framework using XGBoost ensemble algorithm in intelligent environment.

Dheeraj Kumar, Sandeep Kumar Sood, Keshav Singh Rawat

Artif. Intell. Rev., October, 2023

Scientometric analysis of ICT-assisted intelligent control systems response to COVID-19 pandemic.

Sandeep Kumar Sood, Keshav Singh Rawat, Dheeraj Kumar

Neural Comput. Appl., September, 2023

Combination of discretization regression with data-driven algorithms for modeling irrigation water quality indices.

Dimple, Pradeep Kumar Singh, Jitendra Rajput, Dheeraj Kumar, Venkatesh Gaddikeri, Ahmed Elbeltagi

Ecol. Informatics, July, 2023

A Resource Adaptive Secure Aggregation Protocol for Federated Learning based Urban Sensing Systems.

Sparsh Gupta, Ayshika Kapoor, Dheeraj Kumar

Proceedings of the 6th Joint International Conference on Data Science & Management of Data (10th ACM IKDD CODS and 28th COMAD), 2023

2022

Emerging Trends of ICT in Airborne Disease Prevention.

Sandeep Kumar Sood, Keshav Singh Rawat, Dheeraj Kumar

ACM Trans. Internet Techn., November, 2022

Analytical mapping of information and communication technology in emerging infectious diseases using CiteSpace.

Sandeep Kumar Sood, Keshav Singh Rawat, Dheeraj Kumar

Telematics Informatics, 2022

A visual review of artificial intelligence and Industry 4.0 in healthcare.

Sandeep Kumar Sood, Keshav Singh Rawat, Dheeraj Kumar

Comput. Electr. Eng., 2022

Detection of Epileptic Seizure Using Accelerometer Time Series Data and Hidden Markov Model.

Anshuman Agrahri, Alok Tyagi, Dheeraj Kumar, Shitanshu Kusumakar, Marimuthu Palaniswami, Bernard Yan

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021

Visual Structural Assessment and Anomaly Detection for High-Velocity Data Streams.

Punit Rathore, Dheeraj Kumar, James C. Bezdek, Sutharshan Rajasegarar, Marimuthu Palaniswami

IEEE Trans. Cybern., 2021

A Hybrid MLP-SVM Model for Classification using Spatial-Spectral Features on Hyper-Spectral Images.

Ginni Garg, Dheeraj Kumar, ArvinderPal, Yash Sonker, Ritu Garg

CoRR, 2021

Ultra-Dense 5G Network Deployment Strategy: A Reinforcement Learning Approach.

Biswa P. S. Sahoo, Prerit Jain, Dheeraj Kumar, Satya Kumar Vankayala

Proceedings of the IEEE International Conference on Advanced Networks and Telecommunications Systems, 2021

2020

Understanding the Operational Dynamics of Mobility Service Providers: A Case of Uber.

Xinwu Qian, Dheeraj Kumar, Wenbo Zhang, Satish V. Ukkusuri

ACM Trans. Spatial Algorithms Syst., 2020

Enhancing demographic coverage of hurricane evacuation behavior modeling using social media.

Dheeraj Kumar, Satish V. Ukkusuri

J. Comput. Sci., 2020

Clustering tendency assessment for datasets having inter-cluster density variations.

Dheeraj Kumar, James C. Bezdek

Proceedings of the International Conference on Signal Processing and Communications, 2020

2019

A Rapid Hybrid Clustering Algorithm for Large Volumes of High Dimensional Data.

Punit Rathore, Dheeraj Kumar, James C. Bezdek, Sutharshan Rajasegarar, Marimuthu Palaniswami

IEEE Trans. Knowl. Data Eng., 2019

A Scalable Framework for Trajectory Prediction.

Punit Rathore, Dheeraj Kumar, Sutharshan Rajasegarar, Marimuthu Palaniswami, James C. Bezdek

IEEE Trans. Intell. Transp. Syst., 2019

2018

Fast and Scalable Big Data Trajectory Clustering for Understanding Urban Mobility.

Dheeraj Kumar, Huayu Wu, Sutharshan Rajasegarar, Christopher Leckie, Shonali Krishnaswamy, Marimuthu Palaniswami

IEEE Trans. Intell. Transp. Syst., 2018

Dealing with Inliers in Feature Vector Data.

Dheeraj Kumar, Zahra Ghafoori, James C. Bezdek, Christopher Leckie, Kotagiri Ramamohanarao, Marimuthu Palaniswami

Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2018

IoT Based information and communication system for enhancing underground mines safety and productivity: Genesis, taxonomy and open issues.

Ankit Singh, Dheeraj Kumar, Jürgen Hötzel

Ad Hoc Networks, 2018

Utilizing Geo-tagged Tweets to Understand Evacuation Dynamics during Emergencies: A case study of Hurricane Sandy.

Dheeraj Kumar, Satish V. Ukkusuri

Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

Bayesian maximum entropy and interacting multiple model based automatic sensor drift detection and correction in an IoT environment.

Punit Rathore, Dheeraj Kumar, Sutharshan Rajasegarar, Marimuthu Palaniswami

Proceedings of the 4th IEEE World Forum on Internet of Things, 2018

Assessment of deforestation and land use land cover dynamics in West Singhbhum, Jharakhand, India using geospatial techniques.

Surya Bhan Yadav, Dheeraj Kumar, Sumit Kumar Chaudhary, Narendra Singh, Sunil Kumar

Proceedings of the 2018 4th International Conference on Recent Advances in Information Technology (RAIT), 2018

IoT in mining for sensing, monitoring and prediction of underground mines roof support.

Ankit Singh, Upendra Kumar Singh, Dheeraj Kumar

Proceedings of the 2018 4th International Conference on Recent Advances in Information Technology (RAIT), 2018

Impact of land use dynamics on land surface temperature in Jharia coalfield.

Narendra Singh, Sumi Kala, Dheeraj Kumar, R. S. Chatterjee, Durga Charan Panigrahi, Sumit Kumar Chaudhary

Proceedings of the 2018 4th International Conference on Recent Advances in Information Technology (RAIT), 2018

Study on classification of land cover targets over parts of Burdwan, West Bengal using RISAT-1 hybrid polarimetric SAR images and optical remote sensing data.

Atasi De, Dheeraj Kumar, Parul Patel

Proceedings of the 2018 4th International Conference on Recent Advances in Information Technology (RAIT), 2018

Identifying Singleton Spammers via Spammer Group Detection.

Dheeraj Kumar, Yassien Shaalan, Xiuzhen Zhang, Jeffrey Chan

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Approximate Cluster Heat Maps of Large High-Dimensional Data.

Punit Rathore, James C. Bezdek, Dheeraj Kumar, Sutharshan Rajasegarar, Marimuthu Palaniswami

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Social-Media aided Hyperlocal Help-Network Matching & Routing during Emergencies.

Dheeraj Kumar, Takahiro Yabe, Satish V. Ukkusuri

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017

A visual-numeric approach to clustering and anomaly detection for trajectory data.

Dheeraj Kumar, James C. Bezdek, Sutharshan Rajasegarar, Christopher Leckie, Marimuthu Palaniswami

Vis. Comput., 2017

Maximum Entropy-Based Auto Drift Correction Using High- and Low-Precision Sensors.

Punit Rathore, Dheeraj Kumar, Sutharshan Rajasegarar, Marimuthu Palaniswami

ACM Trans. Sens. Networks, 2017

Retrieval of land surface temperature (LST) from landsat TM6 and TIRS data by single channel radiative transfer algorithm using satellite and ground-based inputs.

R. S. Chatterjee, Narendra Singh, Shailaja Thapa, Dravneeta Sharma, Dheeraj Kumar

Int. J. Appl. Earth Obs. Geoinformation, 2017

Exploring the dynamics of surge pricing in mobility-on-demand taxi services.

Wenbo Zhang, Dheeraj Kumar, Satish V. Ukkusuri

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016

Big data clustering for smart city applications.

Dheeraj Kumar

PhD thesis, 2016

Adaptive Cluster Tendency Visualization and Anomaly Detection for Streaming Data.

Dheeraj Kumar, James C. Bezdek, Sutharshan Rajasegarar, Marimuthu Palaniswami, Christopher Leckie, Jeffrey Chan, Jayavardhana Gubbi

ACM Trans. Knowl. Discov. Data, 2016

A Hybrid Approach to Clustering in Big Data.

Dheeraj Kumar, James C. Bezdek, Marimuthu Palaniswami, Sutharshan Rajasegarar, Christopher Leckie, Timothy Craig Havens

IEEE Trans. Cybern., 2016

Understanding Urban Mobility via Taxi Trip Clustering.

Dheeraj Kumar, Huayu Wu, Yu Lu, Shonali Krishnaswamy, Marimuthu Palaniswami

Proceedings of the IEEE 17th International Conference on Mobile Data Management, 2016

2015

Geospatial Estimation-Based Auto Drift Correction in Wireless Sensor Networks.

Dheeraj Kumar, Sutharshan Rajasegarar, Marimuthu Palaniswami

ACM Trans. Sens. Networks, 2015

2013

Motor recovery monitoring in post acute stroke patients using wireless accelerometer and cross-correlation.

Dheeraj Kumar, Jayavardhana Gubbi, Bernard Yan, Marimuthu Palaniswami

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

A pilot study on the use of accelerometer sensors for monitoring post acute stroke patients.

Jayavardhana Gubbi, Dheeraj Kumar, Aravinda S. Rao, Bernard Yan, Marimuthu Palaniswami

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Automatic Sensor Drift Detection and Correction Using Spatial Kriging and Kalman Filtering.

Dheeraj Kumar, Sutharshan Rajasegarar, Marimuthu Palaniswami

Proceedings of the IEEE International Conference on Distributed Computing in Sensor Systems, 2013

clusiVAT: A mixed visual/numerical clustering algorithm for big data.

Dheeraj Kumar, Marimuthu Palaniswami, Sutharshan Rajasegarar, Christopher Leckie, James C. Bezdek, Timothy C. Havens

Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

2012

BPNN and ANFIS models for prediction of floor bearing characteristics of weak rock foundations.

V. V. N. Sriram Malladi, Dheeraj Kumar

Proceedings of the 1st International Conference on Recent Advances in Information Technology, 2012

2011

On the Soft Fusion of Probability Mass Functions for Multimodal Speech Processing.

Dheeraj Kumar, Pratik Vimal, Rajesh M. Hegde

EURASIP J. Adv. Signal Process., 2011