Punit Rathore

According to our database, Punit Rathore authored at least 27 papers between 2017 and 2024.

Collaborative distances:

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

2024

Learning Low-Rank Latent Spaces with Simple Deterministic Autoencoder: Theoretical and Empirical Insights.

Alokendu Mazumder, Tirthajit Baruah, Bhartendu Kumar, Rishab Sharma, Vishwajeet Pattanaik, Punit Rathore

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

HaVAT: Automatic Cluster Structure Assessment in Unlabeled data.

Pagadala Krishna Murthy, Punit Rathore

Proceedings of the 7th Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 29th COMAD), 2024

2023

Convergence of ADAM with Constant Step Size in Non-Convex Settings: A Simple Proof.

Alokendu Mazumder, Bhartendu Kumar, Manan Tayal, Punit Rathore

CoRR, 2023

A Self-Supervised Approach for Cluster Assessment of High-Dimensional Data.

Alokendu Mazumder, Pagadala Krishna Murthy, Punit Rathore

CoRR, 2023

DeepVAT: A Self-Supervised Technique for Cluster Assessment in Image Datasets.

Alokendu Mazumder, Tirthajit Baruah, Akash Kumar Singh, Pagadala Krishna Murthy, Vishwajeet Pattanaik, Punit Rathore

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Understanding Drivers' Stress and Interactions With Vehicle Systems Through Naturalistic Data Analysis.

Sebastiano Milardo, Punit Rathore, Marco Amorim, Umberto Fugiglando, Paolo Santi, Carlo Ratti

IEEE Trans. Intell. Transp. Syst., 2022

Scalable Cluster Tendency Assessment for Streaming Activity Data using Recurring Shapelets.

Shreyasi Datta, Chandan K. Karmakar, Punit Rathore, Marimuthu Palaniswami

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

A Data-Driven Framework for Driving Style Classification.

Sebastiano Milardo, Punit Rathore, Paolo Santi, Carlo Ratti

Proceedings of the Advanced Data Mining and Applications - 18th International Conference, 2022

Cyber Attack Detection in IoT Networks with Small Samples: Implementation And Analysis.

Venkata Abhishek Kanthuru, Sutharshan Rajasegarar, Punit Rathore, Robin Ram Mohan Doss, Lei Pan, Biplob Ray, Morshed Chowdhury, Chandrasekaran Srimathi, M. A. Saleem Durai

Proceedings of the Advanced Data Mining and Applications - 18th International Conference, 2022

2021

Fast Cluster Tendency Assessment for Big, High-Dimensional Data.

Punit Rathore, James C. Bezdek, Marimuthu Palaniswami

Proceedings of the Fuzzy Approaches for Soft Computing and Approximate Reasoning: Theories and Applications, 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

Identifying Groups of Fake Reviewers Using a Semisupervised Approach.

Punit Rathore, Jayesh Soni, Nagarajan Prabakar, Marimuthu Palaniswami, Paolo Santi

IEEE Trans. Comput. Soc. Syst., 2021

Missing Data Imputation With Bayesian Maximum Entropy for Internet of Things Applications.

Aurora González-Vidal, Punit Rathore, Aravinda S. Rao, José Mendoza-Bernal, Marimuthu Palaniswami, Antonio F. Skarmeta-Gómez

IEEE Internet Things J., 2021

An Unsupervised Approach for Driving Behavior Analysis of Professional Truck Drivers.

Sebastiano Milardo, Punit Rathore, Paolo Santi, Richard Buteau, Carlo Ratti

Proceedings of the Intelligent Transport Systems - 5th EAI International Conference, 2021

Shapelet Based Visual Assessment of Cluster Tendency in Analyzing Complex Upper Limb Motion.

Shreyasi Datta, Chandan K. Karmakar, Punit Rathore, Marimuthu Palaniswami

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Understanding the Dynamics of Drivers' Locations for Passengers Pickup Performance: A Case Study.

Punit Rathore, Ali Zonoozi, Omid Geramifard, Kian-Lee Tan

CoRR, 2020

ConiVAT: Cluster Tendency Assessment and Clustering with Partial Background Knowledge.

Punit Rathore, James C. Bezdek, Paolo Santi, Carlo Ratti

CoRR, 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

Approximating Dunn's Cluster Validity Indices for Partitions of Big Data.

Punit Rathore, Zahra Ghafoori, James C. Bezdek, Marimuthu Palaniswami, Christopher Leckie

IEEE Trans. Cybern., 2019

2018

Big data cluster analysis and its applications.

Punit Rathore

PhD thesis, 2018

Ensemble Fuzzy Clustering Using Cumulative Aggregation on Random Projections.

Punit Rathore, James C. Bezdek, Sarah M. Erfani, Sutharshan Rajasegarar, Marimuthu Palaniswami

IEEE Trans. Fuzzy Syst., 2018

Real-Time Urban Microclimate Analysis Using Internet of Things.

Punit Rathore, Aravinda S. Rao, Sutharshan Rajasegarar, Elena Vanz, Jayavardhana Gubbi, Marimuthu Palaniswami

IEEE Internet Things J., 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

Estimating Generalized Dunn's Cluster Validity Indices for Big Data.

Punit Rathore, Zahra Ghafoori, James C. Bezdek, Marimuthu Palaniswami, Christopher Leckie

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 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

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