Dheeraj Kumar

ORCID

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 45

Top Venues

University of Melbourne, Australia (PHD)

Education History

University of Melbourne, Australia

PHD

Publications

Pranshu Pranjal, Dheeraj Kumar, Ashish Soni, R. S. Chatterjee
Assessment of groundwater level using satellite-based hydrological parameters in North-West India: A deep learning approach. Earth Sci. Informatics 17 (3) (2024)
Ayshika Kapoor, Dheeraj Kumar
Computation and communication efficient approach for federated learning based urban sensing applications against inference attacks. Pervasive Mob. Comput. 98 (2024)
Kartik Vishal Deshpande, Dheeraj Kumar
Time and memory scalable algorithms for clustering tendency assessment of big data. Inf. Sci. 664 (2024)
Dheeraj Kumar, Mayuri A. Mehta, Vivek C. Joshi, Rachana S. Oza, Ketan Kotecha, Jerry Chun-Wei Lin
Empirical evaluation of filter pruning methods for acceleration of convolutional neural network. Multim. Tools Appl. 83 (18) (2024)
Ayan Paul, Rajendra Machavaram, Ambuj, Dheeraj Kumar, Harsh Nagar
Smart solutions for capsicum Harvesting: Unleashing the power of YOLO for Detection, Segmentation, growth stage Classification, Counting, and real-time mobile identification. Comput. Electron. Agric. 219 (2024)
Dimple, Pradeep Kumar Singh, Jitendra Rajput, Dheeraj Kumar, Venkatesh Gaddikeri, Ahmed Elbeltagi
Combination of discretization regression with data-driven algorithms for modeling irrigation water quality indices. Ecol. Informatics 75 (2023)
Harshal Mittal, Jagarlamudi Sai Laxman, Dheeraj Kumar
ML-aVAT: A Novel 2-Stage Machine-Learning Approach for Automatic Clustering Tendency Assessment. Big Data Res. 34 (2023)
Sparsh Gupta, Ayshika Kapoor, Dheeraj Kumar
A Resource Adaptive Secure Aggregation Protocol for Federated Learning based Urban Sensing Systems. COMAD/CODS (2023)
Dheeraj Kumar, Sandeep Kumar Sood, Keshav Singh Rawat
Empowering elderly care with intelligent IoT-Driven smart toilets for home-based infectious health monitoring. Artif. Intell. Medicine 144 (2023)
Sandeep Kumar Sood, Keshav Singh Rawat, Dheeraj Kumar
Scientometric analysis of ICT-assisted intelligent control systems response to COVID-19 pandemic. Neural Comput. Appl. 35 (26) (2023)
Dheeraj Kumar, Sandeep Kumar Sood, Keshav Singh Rawat
Early health prediction framework using XGBoost ensemble algorithm in intelligent environment. Artif. Intell. Rev. 56 (S1) (2023)
Dheeraj Kumar, Sandeep Kumar Sood, Keshav Singh Rawat
IoT-enabled technologies for controlling COVID-19 Spread: A scientometric analysis using CiteSpace. Internet Things 23 (2023)
Anshuman Agrahri, Alok Tyagi, Dheeraj Kumar, Shitanshu Kusumakar, Marimuthu Palaniswami, Bernard Yan
Detection of Epileptic Seizure Using Accelerometer Time Series Data and Hidden Markov Model. EMBC (2022)
Sandeep Kumar Sood, Keshav Singh Rawat, Dheeraj Kumar
A visual review of artificial intelligence and Industry 4.0 in healthcare. Comput. Electr. Eng. 101 (2022)
Sandeep Kumar Sood, Keshav Singh Rawat, Dheeraj Kumar
Emerging Trends of ICT in Airborne Disease Prevention. ACM Trans. Internet Techn. 22 (4) (2022)
Sandeep Kumar Sood, Keshav Singh Rawat, Dheeraj Kumar
Analytical mapping of information and communication technology in emerging infectious diseases using CiteSpace. Telematics Informatics 69 (2022)
Punit Rathore, Dheeraj Kumar, James C. Bezdek, Sutharshan Rajasegarar, Marimuthu Palaniswami
Visual Structural Assessment and Anomaly Detection for High-Velocity Data Streams. IEEE Trans. Cybern. 51 (12) (2021)
Ginni Garg, Dheeraj Kumar, ArvinderPal, Yash Sonker, Ritu Garg
A Hybrid MLP-SVM Model for Classification using Spatial-Spectral Features on Hyper-Spectral Images. CoRR (2021)
Biswa P. S. Sahoo, Prerit Jain, Dheeraj Kumar, Satya Kumar Vankayala
Ultra-Dense 5G Network Deployment Strategy: A Reinforcement Learning Approach. ANTS (2021)
Dheeraj Kumar, James C. Bezdek
Clustering tendency assessment for datasets having inter-cluster density variations. SPCOM (2020)
Xinwu Qian, Dheeraj Kumar, Wenbo Zhang, Satish V. Ukkusuri
Understanding the Operational Dynamics of Mobility Service Providers: A Case of Uber. ACM Trans. Spatial Algorithms Syst. 6 (2) (2020)
Dheeraj Kumar, Satish V. Ukkusuri
Enhancing demographic coverage of hurricane evacuation behavior modeling using social media. J. Comput. Sci. 45 (2020)
Punit Rathore, Dheeraj Kumar, James C. Bezdek, Sutharshan Rajasegarar, Marimuthu Palaniswami
A Rapid Hybrid Clustering Algorithm for Large Volumes of High Dimensional Data. IEEE Trans. Knowl. Data Eng. 31 (4) (2019)
Punit Rathore, Dheeraj Kumar, Sutharshan Rajasegarar, Marimuthu Palaniswami, James C. Bezdek
A Scalable Framework for Trajectory Prediction. IEEE Trans. Intell. Transp. Syst. 20 (10) (2019)
Narendra Singh, Sumi Kala, Dheeraj Kumar, R. S. Chatterjee, Durga Charan Panigrahi, Sumit Kumar Chaudhary
Impact of land use dynamics on land surface temperature in Jharia coalfield. RAIT (2018)
Dheeraj Kumar, Satish V. Ukkusuri
Utilizing Geo-tagged Tweets to Understand Evacuation Dynamics during Emergencies: A case study of Hurricane Sandy. WWW (Companion Volume) (2018)
Atasi De, Dheeraj Kumar, Parul Patel
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. RAIT (2018)
Punit Rathore, Dheeraj Kumar, Sutharshan Rajasegarar, Marimuthu Palaniswami
Bayesian maximum entropy and interacting multiple model based automatic sensor drift detection and correction in an IoT environment. WF-IoT (2018)
Surya Bhan Yadav, Dheeraj Kumar, Sumit Kumar Chaudhary, Narendra Singh, Sunil Kumar
Assessment of deforestation and land use land cover dynamics in West Singhbhum, Jharakhand, India using geospatial techniques. RAIT (2018)
Dheeraj Kumar, Zahra Ghafoori, James C. Bezdek, Christopher Leckie, Kotagiri Ramamohanarao, Marimuthu Palaniswami
Dealing with Inliers in Feature Vector Data. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 26 (Supplement-2) (2018)
Punit Rathore, Dheeraj Kumar, Sutharshan Rajasegarar, Marimuthu Palaniswami, James C. Bezdek
A Scalable Framework for Trajectory Prediction. CoRR (2018)
Ankit Singh, Dheeraj Kumar, Jürgen Hötzel
IoT Based information and communication system for enhancing underground mines safety and productivity: Genesis, taxonomy and open issues. Ad Hoc Networks 78 (2018)
Dheeraj Kumar, Yassien Shaalan, Xiuzhen Zhang, Jeffrey Chan
Identifying Singleton Spammers via Spammer Group Detection. PAKDD (1) (2018)
Dheeraj Kumar, Takahiro Yabe, Satish V. Ukkusuri
Social-Media aided Hyperlocal Help-Network Matching & Routing during Emergencies. IEEE BigData (2018)
Ankit Singh, Upendra Kumar Singh, Dheeraj Kumar
IoT in mining for sensing, monitoring and prediction of underground mines roof support. RAIT (2018)
Dheeraj Kumar, Huayu Wu, Sutharshan Rajasegarar, Christopher Leckie, Shonali Krishnaswamy, Marimuthu Palaniswami
Fast and Scalable Big Data Trajectory Clustering for Understanding Urban Mobility. IEEE Trans. Intell. Transp. Syst. 19 (11) (2018)
Punit Rathore, James C. Bezdek, Dheeraj Kumar, Sutharshan Rajasegarar, Marimuthu Palaniswami
Approximate Cluster Heat Maps of Large High-Dimensional Data. ICPR (2018)
Wenbo Zhang, Dheeraj Kumar, Satish V. Ukkusuri
Exploring the dynamics of surge pricing in mobility-on-demand taxi services. IEEE BigData (2017)
Punit Rathore, Dheeraj Kumar, Sutharshan Rajasegarar, Marimuthu Palaniswami
Maximum Entropy-Based Auto Drift Correction Using High- and Low-Precision Sensors. ACM Trans. Sens. Networks 13 (3) (2017)
Dheeraj Kumar, James C. Bezdek, Sutharshan Rajasegarar, Christopher Leckie, Marimuthu Palaniswami
A visual-numeric approach to clustering and anomaly detection for trajectory data. Vis. Comput. 33 (3) (2017)
R. S. Chatterjee, Narendra Singh, Shailaja Thapa, Dravneeta Sharma, Dheeraj Kumar
Retrieval of land surface temperature (LST) from landsat TM6 and TIRS data by single channel radiative transfer algorithm using satellite and ground-based inputs. Int. J. Appl. Earth Obs. Geoinformation 58 (2017)
Dheeraj Kumar, James C. Bezdek, Sutharshan Rajasegarar, Marimuthu Palaniswami, Christopher Leckie, Jeffrey Chan, Jayavardhana Gubbi
Adaptive Cluster Tendency Visualization and Anomaly Detection for Streaming Data. ACM Trans. Knowl. Discov. Data 11 (2) (2016)
Dheeraj Kumar, Huayu Wu, Yu Lu, Shonali Krishnaswamy, Marimuthu Palaniswami
Understanding Urban Mobility via Taxi Trip Clustering. MDM (2016)
Dheeraj Kumar, James C. Bezdek, Marimuthu Palaniswami, Sutharshan Rajasegarar, Christopher Leckie, Timothy Craig Havens
A Hybrid Approach to Clustering in Big Data. IEEE Trans. Cybern. 46 (10) (2016)
Dheeraj Kumar, Sutharshan Rajasegarar, Marimuthu Palaniswami
Geospatial Estimation-Based Auto Drift Correction in Wireless Sensor Networks. ACM Trans. Sens. Networks 11 (3) (2015)
Dheeraj Kumar, Marimuthu Palaniswami, Sutharshan Rajasegarar, Christopher Leckie, James C. Bezdek, Timothy C. Havens
clusiVAT: A mixed visual/numerical clustering algorithm for big data. IEEE BigData (2013)
Dheeraj Kumar, Sutharshan Rajasegarar, Marimuthu Palaniswami
Automatic Sensor Drift Detection and Correction Using Spatial Kriging and Kalman Filtering. DCOSS (2013)
Jayavardhana Gubbi, Dheeraj Kumar, Aravinda S. Rao, Bernard Yan, Marimuthu Palaniswami
A pilot study on the use of accelerometer sensors for monitoring post acute stroke patients. EMBC (2013)
Dheeraj Kumar, Jayavardhana Gubbi, Bernard Yan, Marimuthu Palaniswami
Motor recovery monitoring in post acute stroke patients using wireless accelerometer and cross-correlation. EMBC (2013)
V. V. N. Sriram Malladi, Dheeraj Kumar
BPNN and ANFIS models for prediction of floor bearing characteristics of weak rock foundations. RAIT (2012)
Dheeraj Kumar, Pratik Vimal, Rajesh M. Hegde
On the Soft Fusion of Probability Mass Functions for Multimodal Speech Processing. EURASIP J. Adv. Signal Process. 2011 (2011)

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Publication Activity (10 Years)

Top Topics

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Dheeraj Kumar