Sanjay Ranka

ORCID

Publication Activity (10 Years)

Years Active: 1988-2024
Publications (10 Years): 138

Top Venues

CoRR

ITSC

VEHITS

IEEE Trans. Intell. Transp. Syst.

Publications

Qian Gong, Chengzhu Zhang, Xin Liang, Viktor Reshniak, Jieyang Chen, Anand Rangarajan, Sanjay Ranka, Nicolas Vidal, Lipeng Wan, Paul Ullrich, Norbert Podhorszki, Robert Jacob, Scott Klasky
Spatiotemporally adaptive compression for scientific dataset with feature preservation - a case study on simulation data with extreme climate events analysis. CoRR (2024)
Jaemoon Lee, Anand Rangarajan, Sanjay Ranka
Guaranteeing Error Bounds with Preservation of Derived Quantities in Compressive Autoencoders. DCC (2024)
Patrick Emami, Pan He, Sanjay Ranka, Anand Rangarajan
Toward Improving the Generation Quality of Autoregressive Slot VAEs. Neural Comput. 36 (5) (2024)
Aotian Wu, Yash Ranjan, Rahul Sengupta, Anand Rangarajan, Sanjay Ranka
A Data-driven Approach for Probabilistic Traffic Prediction and Simulation at Signalized Intersections. IV (2024)
Xiao Li, Qian Gong, Jaemoon Lee, Scott Klasky, Anand Rangarajan, Sanjay Ranka
Machine Learning Techniques for Data Reduction of Climate Applications. CoRR (2024)
Nooshin Yousefzadeh, Rahul Sengupta, Yashaswi Karnati, Anand Rangarajan, Sanjay Ranka
Graph Attention Network for Lane-Wise and Topology-Invariant Intersection Traffic Simulation. CoRR (2024)
Qian Gong, Jieyang Chen, Ben Whitney, Xin Liang, Viktor Reshniak, Tania Banerjee, Jaemoon Lee, Anand Rangarajan, Lipeng Wan, Nicolas Vidal, Qing Liu, Ana Gainaru, Norbert Podhorszki, Richard Archibald, Sanjay Ranka, Scott Klasky
MGARD: A multigrid framework for high-performance, error-controlled data compression and refactoring. CoRR (2024)
Jaemoon Lee, Ki Sung Jung, Qian Gong, Xiao Li, Scott Klasky, Jacqueline Chen, Anand Rangarajan, Sanjay Ranka
Machine Learning Techniques for Data Reduction of CFD Applications. CoRR (2024)
Xiao Li, Qian Gong, Jaemoon Lee, Scott Klasky, Anand Rangarajan, Sanjay Ranka
Hybrid Approaches for Data Reduction of Spatiotemporal Scientific Applications. DCC (2024)
Aotian Wu, Pan He, Xiao Li, Ke Chen, Sanjay Ranka, Anand Rangarajan
An Efficient Semi-Automated Scheme for Infrastructure LiDAR Annotation. IEEE Trans. Intell. Transp. Syst. 25 (7) (2024)
Sanaz Gheibi, Tania Banerjee, Sanjay Ranka, Sartaj Sahni
Path Algorithms for Contact Sequence Temporal Graphs. Algorithms 17 (4) (2024)
Nooshin Yousefzadeh, Rahul Sengupta, Yashaswi Karnati, Anand Rangarajan, Sanjay Ranka
MTDT: A Multi-Task Deep Learning Digital Twin. CoRR (2024)
Aotian Wu, Tania Banerjee, Ke Chen, Anand Rangarajan, Sanjay Ranka
A Multi-Sensor Video/LiDAR System for Analyzing Intersection Safety. ITSC (2023)
Jaemoon Lee, Anand Rangarajan, Sanjay Ranka
Nonlinear constraint satisfaction for compressive autoencoders using instance-specific linear operators. IC3 (2023)
Jaemoon Lee, Anand Rangarajan, Sanjay Ranka
Constrained Autoencoders: Incorporating equality constraints in learned scientific data compression. DCC (2023)
Aotian Wu, Pan He, Xiao Li, Ke Chen, Sanjay Ranka, Anand Rangarajan
An Efficient Semi-Automated Scheme for Infrastructure LiDAR Annotation. CoRR (2023)
Xiao Li, Pan He, Aotian Wu, Sanjay Ranka, Anand Rangarajan
A Spatiotemporal Correspondence Approach to Unsupervised LiDAR Segmentation with Traffic Applications. CoRR (2023)
Rahul Sengupta, Tania Banerjee, Ke Chen, Yashaswi Karnati, Sanjay Ranka, Anand Rangarajan
Towards Effective Traffic Signal Safety and Optimization Using Fisheye Video. VEHITS (2023)
Xiao Li, Pan He, Aotian Wu, Sanjay Ranka, Anand Rangarajan
A Spatiotemporal Correspondence Approach to Unsupervised LiDAR Segmentation with Traffic Applications. ITSC (2023)
Qian Gong, Chengzhu Zhang, Xin Liang, Viktor Reshniak, Jieyang Chen, Anand Rangarajan, Sanjay Ranka, Nicolas Vidal, Lipeng Wan, Paul Ullrich, Norbert Podhorszki, Robert Jacob, Scott Klasky
Spatiotemporally Adaptive Compression for Scientific Dataset with Feature Preservation - A Case Study on Simulation Data with Extreme Climate Events Analysis. e-Science (2023)
Tania Banerjee, Jaemoon Lee, Jong Choi, Qian Gong, Jieyang Chen, Scott Klasky, Anand Rangarajan, Sanjay Ranka
Fast Algorithms for Scientific Data Compression. HiPC (2023)
Rahul Sengupta, Rohith R. K. Reddy, Parth Shah, James Dika, Xiaohui Huang, Anand Rangarajan, Sanjay Ranka
Computing Arterial Travel Time Distributions From Loop Detector and Probe Datasets. IEEE Trans. Intell. Transp. Syst. 24 (11) (2023)
Rahul Sengupta, Tania Banerjee, Yashaswi Karnati, Sanjay Ranka, Anand Rangarajan
Using DSRC Road-Side Unit Data to Derive Braking Behavior. VEHITS (2023)
Pan He, Patrick Emami, Sanjay Ranka, Anand Rangarajan
Learning Canonical Embeddings for Unsupervised Shape Correspondence With Locally Linear Transformations. IEEE Trans. Pattern Anal. Mach. Intell. 45 (12) (2023)
Jaemoon Lee, Anand Rangarajan, Sanjay Ranka
Nonlinear-by-Linear: Guaranteeing Error Bounds in Compressive Autoencoders. IC3 (2023)
Qian Gong, Jieyang Chen, Ben Whitney, Xin Liang, Viktor Reshniak, Tania Banerjee, Jaemoon Lee, Anand Rangarajan, Lipeng Wan, Nicolas Vidal, Qing Liu, Ana Gainaru, Norbert Podhorszki, Richard Archibald, Sanjay Ranka, Scott Klasky
MGARD: A multigrid framework for high-performance, error-controlled data compression and refactoring. SoftwareX 24 (2023)
Tania Banerjee, Jaemoon Lee, Jong Choi, Qian Gong, Jieyang Chen, Choong-Seock Chang, Scott Klasky, Anand Rangarajan, Sanjay Ranka
Online and Scalable Data Compression Pipeline with Guarantees on Quantities of Interest. e-Science (2023)
Pan He, Patrick Emami, Sanjay Ranka, Anand Rangarajan
Self-Supervised Robust Scene Flow Estimation via the Alignment of Probability Density Functions. CoRR (2022)
Pan He, Patrick Emami, Sanjay Ranka, Anand Rangarajan
Learning Scene Dynamics from Point Cloud Sequences. Int. J. Comput. Vis. 130 (3) (2022)
Xingquan Zhu, Sanjay Ranka
Message from the ICDM 2022 Program Committee Chairs. ICDM (Workshops) (2022)
Pan He, Patrick Emami, Sanjay Ranka, Anand Rangarajan
Learning Canonical Embeddings for Unsupervised Shape Correspondence with Locally Linear Transformations. CoRR (2022)
Qian Gong, Ben Whitney, Chengzhu Zhang, Xin Liang, Anand Rangarajan, Jieyang Chen, Lipeng Wan, Paul Ullrich, Qing Liu, Robert Jacob, Sanjay Ranka, Scott Klasky
Region-adaptive, Error-controlled Scientific Data Compression using Multilevel Decomposition. SSDBM (2022)
Chen Bai, Ruben Zapata, Yashaswi Karnati, Emily Smail, Alexandra Hajduk, Thomas M. Gill, Sanjay Ranka, Todd M. Manini, Mamoun T. Mardini
Comparisons Between GPS-based and Self-reported Life-space Mobility in Older Adults. AMIA (2022)
Tania Banerjee, Jong Choi, Jaemoon Lee, Qian Gong, Ruonan Wang, Scott Klasky, Anand Rangarajan, Sanjay Ranka
An Algorithmic and Software Pipeline for Very Large Scale Scientific Data Compression with Error Guarantees. HIPC (2022)
Xiaohui Huang, Pan He, Anand Rangarajan, Sanjay Ranka
Machine-Learning-Based Real-Time Multi-Camera Vehicle Tracking and Travel-Time Estimation. J. Imaging 8 (4) (2022)
Pan He, Patrick Emami, Sanjay Ranka, Anand Rangarajan
Self-Supervised Robust Scene Flow Estimation via the Alignment of Probability Density Functions. AAAI (2022)
Yashaswi Karnati, Rahul Sengupta, Anand Rangarajan, Sanjay Ranka
Subcycle Waveform Modeling of Traffic Intersections Using Recurrent Attention Networks. IEEE Trans. Intell. Transp. Syst. 23 (3) (2022)
Tania Banerjee, Ke Chen, Alejandro Almaraz, Rahul Sengupta, Yashaswi Karnati, Bryce Grame, Emmanuel Posadas, Subhadipto Poddar, Robert Schenck, Jeremy Dilmore, Siva Srinivasan, Anand Rangarajan, Sanjay Ranka
A Modern Intersection Data Analytics System for Pedestrian and Vehicular Safety. ITSC (2022)
Tania Banerjee, Jong Choi, Jaemoon Lee, Qian Gong, Jieyang Chen, Scott Klasky, Anand Rangarajan, Sanjay Ranka
Scalable Hybrid Learning Techniques for Scientific Data Compression. CoRR (2022)
Patrick Emami, Pan He, Sanjay Ranka, Anand Rangarajan
Slot Order Matters for Compositional Scene Understanding. CoRR (2022)
Patrick Emami, Lily Elefteriadou, Sanjay Ranka
Long-Range Multi-Object Tracking at Traffic Intersections on Low-Power Devices. IEEE Trans. Intell. Transp. Syst. 23 (3) (2022)
Abdullah Almutairi, Pan He, Anand Rangarajan, Sanjay Ranka
Automated Truck Taxonomy Classification Using Deep Convolutional Neural Networks. Int. J. Intell. Transp. Syst. Res. 20 (2) (2022)
Anand Rangarajan, Pan He, Jaemoon Lee, Tania Banerjee, Sanjay Ranka
Expressing linear equality constraints in feedforward neural networks. CoRR (2022)
Yashaswi Karnati, Rahul Sengupta, Anand Rangarajan, Sanjay Ranka
Subcycle-based Neural Network Algorithms for Turning Movement Count Prediction. VEHITS (2021)
Rahul Sengupta, Yashaswi Karnati, Anand Rangarajan, Sanjay Ranka
TQAM: Temporal Attention for Cycle-wise Queue Length Estimation using High-Resolution Loop Detector Data. ITSC (2021)
Hoda Shajari, Jaemoon Lee, Sanjay Ranka, Anand Rangarajan
Hybrid Generative Models for Two-Dimensional Datasets. CoRR (2021)
Patrick Emami, Pan He, Sanjay Ranka, Anand Rangarajan
Efficient Iterative Amortized Inference for Learning Symmetric and Disentangled Multi-Object Representations. ICML (2021)
Pan He, Patrick Emami, Sanjay Ranka, Anand Rangarajan
Learning Scene Dynamics from Point Cloud Sequences. CoRR (2021)
Pan He, Aotian Wu, Xiaohui Huang, Jerry Scott, Anand Rangarajan, Sanjay Ranka
Truck and Trailer Classification With Deep Learning Based Geometric Features. IEEE Trans. Intell. Transp. Syst. 22 (12) (2021)
Sanaz Gheibi, Tania Banerjee, Sanjay Ranka, Sartaj Sahni
An Effective Data Structure for Contact Sequence Temporal Graphs. ISCC (2021)
Ke Chen, Tania Banerjee, Xiaohui Huang, Zhaowen Ding, Naga Venkata Sai Varanasi, Anand Rangarajan, Sanjay Ranka
A web-based visual analytics system for traffic intersection datasets. Int. J. Big Data Intell. 8 (1) (2021)
Aotian Wu, Tania Banerjee, Anand Rangarajan, Sanjay Ranka
Trajectory Prediction via Learning Motion Cluster Patterns in Curvilinear Coordinates. ITSC (2021)
Hoda Shajari, Jaemoon Lee, Sanjay Ranka, Anand Rangarajan
Hybrid Generative Models for Two-Dimensional Datasets. ICANN (2) (2021)
Patrick Emami, Pan He, Sanjay Ranka, Anand Rangarajan
Efficient Iterative Amortized Inference for Learning Symmetric and Disentangled Multi-Object Representations. CoRR (2021)
Dhruv Mahajan, Yashaswi Karnati, Jeremy Dilmore, Anand Rangarajan, Sanjay Ranka
An Automated Framework for Deriving Intersection Coordination Plans. ITSC (2021)
Yashaswi Karnati, Ruben Zapata, Matthew J. McConnell, Rohith R. K. Reddy, Varun Reddy Regalla, Aseem Thakkar, Jordan Alpert, Tonatiuh Mendoza, Parisa Rashidi, Mamoun T. Mardini, Michael Marsiske, Thomas M. Gill, Todd M. Manini, Sanjay Ranka
ROAMM: A customizable and interactive smartwatch platform for patient-generated health data. IC3 (2021)
Pan He, Aotian Wu, Xiaohui Huang, Anand Rangarajan, Sanjay Ranka
Video-based Machine Learning System for Commodity Classification. VEHITS (2020)
Ke Chen, Tania Banerjee, Xiaohui Huang, Anand Rangarajan, Sanjay Ranka
A Visual Analytics System for Processed Videos from Traffic Intersections. VEHITS (2020)
Patrick Emami, Panos M. Pardalos, Lily Elefteriadou, Sanjay Ranka
Machine Learning Methods for Data Association in Multi-Object Tracking. ACM Comput. Surv. 53 (4) (2020)
Xiaohui Huang, Tania Banerjee, Ke Chen, Naga Venkata Sai Varanasi, Anand Rangarajan, Sanjay Ranka
Machine Learning based Video Processing for Real-time Near-Miss Detection. VEHITS (2020)
Xiaohui Huang, Pan He, Anand Rangarajan, Sanjay Ranka
Intelligent Intersection: Two-stream Convolutional Networks for Real-time Near-accident Detection in Traffic Video. ACM Trans. Spatial Algorithms Syst. 6 (2) (2020)
Sanaz Gheibi, Tania Banerjee, Sanjay Ranka, Sartaj Sahni
Cache Efficient Louvain with Local RCM. ISCC (2020)
Keke Zhai, Tania Banerjee, David Zwick, Jason Hackl, Rahul Koneru, Sanjay Ranka
Dynamic load balancing for a mesh-based scientific application. Concurr. Comput. Pract. Exp. 32 (9) (2020)
Keke Zhai, Pan He, Tania Banerjee, Anand Rangarajan, Sanjay Ranka
SparsePipe: Parallel Deep Learning for 3D Point Clouds. CoRR (2020)
Dhruv Mahajan, Yashaswi Karnati, Anand Rangarajan, Sanjay Ranka
Unsupervised Summarization and Change Detection in High-Resolution Signalized Intersection Datasets. ITSC (2020)
Mahmoud Pourmehrab, Lily Elefteriadou, Sanjay Ranka, Marilo Martin-Gasulla
Optimizing Signalized Intersections Performance Under Conventional and Automated Vehicles Traffic. IEEE Trans. Intell. Transp. Syst. 21 (7) (2020)
Adeesha Wijayasiri, Tania Banerjee, Sanjay Ranka, Sartaj Sahni, Mark S. Schmalz
Multiobjective Optimization of SAR Reconstruction on Hybrid Multicore Systems. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Sanjay Ranka
Big data Computing and Machine Learning for Intelligent Transportation and Connected Vehicles. FMEC (2020)
Keke Zhai, Tania Banerjee, Adeesha Wijayasiri, Sanjay Ranka
Batched Small Tensor-Matrix Multiplications on GPUs. HiPC (2020)
Keke Zhai, Pan He, Tania Banerjee, Anand Rangarajan, Sanjay Ranka
SparsePipe: Parallel Deep Learning for 3D Point Clouds. HiPC (2020)
Yashaswi Karnati, Dhruv Mahajan, Anand Rangarajan, Sanjay Ranka
Data Mining Algorithms for Traffic Interruption Detection. VEHITS (2020)
Yashaswi Karnati, Dhruv Mahajan, Anand Rangarajan, Sanjay Ranka
Machine Learning Algorithms for Traffic Interruption Detection. FMEC (2020)
Tania Banerjee, Xiaohui Huang, Ke Chen, Anand Rangarajan, Sanjay Ranka
Clustering Object Trajectories for Intersection Traffic Analysis. VEHITS (2020)
Dhruv Mahajan, Tania Banerjee, Yashaswi Karnati, Anand Rangarajan, Sanjay Ranka
A Data Driven Approach to Derive Traffic Intersection Geography using High Resolution Controller Logs. VEHITS (2020)
Rahul Sengupta, Rohith R. K. Reddy, Parth Shah, Anand Rangarajan, Sanjay Ranka
A Platoon Matching Approach for the Estimation of Arterial Travel Time Distributions. ITSC (2020)
Dhruv Mahajan, Yashaswi Karnati, Tania Banerjee, Varun Reddy Regalla, Rohit Reddy, Anand Rangarajan, Sanjay Ranka
A Scalable Data Analytics and Visualization System for City-wide Traffic Signal Data-sets. ITSC (2020)
Mohamed Gadou, Tania Banerjee, Meena Arunachalam, Sanjay Ranka
Multiobjective evaluation and optimization of CMT-bone on multiple CPU/GPU systems. Sustain. Comput. Informatics Syst. 22 (2019)
Mohamed Gadou, Sankeerth Reddy Mogili, Tania Banerjee, Sanjay Ranka
Multi-objective Optimization on DVFS based Hybrid Systems. IGSC (2019)
Dhruv Mahajan, Tania Banerjee, Anand Rangarajan, Nithin Agarwal, Jeremy Dilmore, Emmanuel Posadas, Sanjay Ranka
Analyzing Traffic Signal Performance Measures to Automatically Classify Signalized Intersections. VEHITS (2019)
Matin Kheirkhahan, Sanjay P. Nair, Anis Davoudi, Parisa Rashidi, Amal A. Wanigatunga, Duane B. Corbett, Tonatiuh Mendoza, Todd M. Manini, Sanjay Ranka
A smartwatch-based framework for real-time and online assessment and mobility monitoring. J. Biomed. Informatics 89 (2019)
Tania Banerjee, Ke Chen, Xiaohui Huang, Anand Rangarajan, Sanjay Ranka
A Multi-sensor System for Traffic Analysis at Smart Intersections. IC3 (2019)
Alba de Melo, Jesús Carretero, Per Stenström, Sanjay Ranka, Eduard Ayguadé
Trends on heterogeneous and innovative hardware and software systems. J. Parallel Distributed Comput. 133 (2019)
Chengliang Yang, Chris Delcher, Elizabeth Shenkman, Sanjay Ranka
Expenditure variations analysis using residuals for identifying high health care utilizers in a state Medicaid program. BMC Medical Informatics Decis. Mak. 19 (1) (2019)
Xiaohui Huang, Pan He, Anand Rangarajan, Sanjay Ranka
Intelligent Intersection: Two-Stream Convolutional Networks for Real-time Near Accident Detection in Traffic Video. CoRR (2019)
Sanaz Gheibi, Tania Banerjee, Sanjay Ranka, Sartaj Sahni
Multilevel Approaches to Fine Tune Performance of Linear Algebra Libraries. ISSPIT (2019)
Pan He, Aotian Wu, Xiaohui Huang, Jerry Scott, Anand Rangarajan, Sanjay Ranka
Deep Learning based Geometric Features for Effective Truck Selection and Classification from Highway Videos. ITSC (2019)
Chengliang Yang, Anand Rangarajan, Sanjay Ranka
Global Model Interpretation Via Recursive Partitioning. HPCC/SmartCity/DSS (2018)
Subit Chakrabarti, Jasmeet Judge, Tara Bongiovanni, Anand Rangarajan, Sanjay Ranka
Spatial Scaling Using Temporal Correlations and Ensemble Learning to Obtain High-Resolution Soil Moisture. IEEE Trans. Geosci. Remote. Sens. 56 (3) (2018)
Chengliang Yang, Anand Rangarajan, Sanjay Ranka
Visual Explanations From Deep 3D Convolutional Neural Networks for Alzheimer's Disease Classification. AMIA (2018)
Chengliang Yang, Anand Rangarajan, Sanjay Ranka
Visual Explanations From Deep 3D Convolutional Neural Networks for Alzheimer's Disease Classification. CoRR (2018)
Xiaohui Huang, Chengliang Yang, Sanjay Ranka, Anand Rangarajan
Supervoxel-based segmentation of 3D imagery with optical flow integration for spatiotemporal processing. IPSJ Trans. Comput. Vis. Appl. 10 (2018)
Patrick Emami, Panos M. Pardalos, Lily Elefteriadou, Sanjay Ranka
Machine Learning Methods for Solving Assignment Problems in Multi-Target Tracking. CoRR (2018)
Yupeng Yan, Anand Rangarajan, Sanjay Ranka
An Efficient Deep Representation Based Framework for Large-Scale Terrain Classification. ICPR (2018)
Ching-Hsien Hsu, Weisong Shi, Jean-Marc Pierson, Sanjay Ranka
Advances in sustainable computing towards Big data and HPC convergence. Sustain. Comput. Informatics Syst. 20 (2018)
Yupeng Yan, Xiaohui Huang, Anand Rangarajan, Sanjay Ranka
Densely Labeling Large-Scale Satellite Images with Generative Adversarial Networks. DASC/PiCom/DataCom/CyberSciTech (2018)
Adeesha Wijayasiri, Tania Banerjee, Sanjay Ranka, Sartaj Sahni, Mark S. Schmalz
Dynamic Data-Driven SAR Image Reconstruction Using Multiple GPUs. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (11) (2018)
Patrick Emami, Mahmoud Pourmehrab, Marilo Martin-Gasulla, Sanjay Ranka, Lily Elefteriadou
A Comparison of Intelligent Signalized Intersection Controllers Under Mixed Traffic. ITSC (2018)
Chengliang Yang, Anand Rangarajan, Sanjay Ranka
Global Model Interpretation via Recursive Partitioning. CoRR (2018)
Meng Tang, Mohamed Gadou, Steven C. Rennich, Timothy A. Davis, Sanjay Ranka
Optimized sparse Cholesky factorization on hybrid multicore architectures. J. Comput. Sci. 26 (2018)
Adeesha Wijayasiri, Tania Banerjee, Sanjay Ranka, Sartaj Sahni, Mark S. Schmalz
Performance and Energy Evaluation of SAR Reconstruction on Intel Knights Landing. IGSC (2018)

Sanjay Ranka.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Sanjay Ranka