Sanjay Ranka

Orcid: 0000-0003-4886-1988

Affiliations:
  • University of Florida, Gainesville, USA


According to our database1, Sanjay Ranka authored at least 301 papers between 1988 and 2023.

Collaborative distances:

Awards

IEEE Fellow

IEEE Fellow 2002, "For contributions to the theory and practice of high performance computing.".

Timeline

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Bibliography

2023
MGARD: A multigrid framework for high-performance, error-controlled data compression and refactoring.
SoftwareX, December, 2023

Learning Canonical Embeddings for Unsupervised Shape Correspondence With Locally Linear Transformations.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2023

Computing Arterial Travel Time Distributions From Loop Detector and Probe Datasets.
IEEE Trans. Intell. Transp. Syst., November, 2023

An Efficient Semi-Automated Scheme for Infrastructure LiDAR Annotation.
CoRR, 2023

Using DSRC Road-Side Unit Data to Derive Braking Behavior.
Proceedings of the 9th International Conference on Vehicle Technology and Intelligent Transport Systems, 2023

Towards Effective Traffic Signal Safety and Optimization Using Fisheye Video.
Proceedings of the 9th International Conference on Vehicle Technology and Intelligent Transport Systems, 2023

A Multi-Sensor Video/LiDAR System for Analyzing Intersection Safety.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

A Spatiotemporal Correspondence Approach to Unsupervised LiDAR Segmentation with Traffic Applications.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

Nonlinear constraint satisfaction for compressive autoencoders using instance-specific linear operators.
Proceedings of the 2023 Fifteenth International Conference on Contemporary Computing, 2023

Nonlinear-by-Linear: Guaranteeing Error Bounds in Compressive Autoencoders.
Proceedings of the 2023 Fifteenth International Conference on Contemporary Computing, 2023

Fast Algorithms for Scientific Data Compression.
Proceedings of the 30th IEEE International Conference on High Performance Computing, 2023

Spatiotemporally Adaptive Compression for Scientific Dataset with Feature Preservation - A Case Study on Simulation Data with Extreme Climate Events Analysis.
Proceedings of the 19th IEEE International Conference on e-Science, 2023

Online and Scalable Data Compression Pipeline with Guarantees on Quantities of Interest.
Proceedings of the 19th IEEE International Conference on e-Science, 2023

Constrained Autoencoders: Incorporating equality constraints in learned scientific data compression.
Proceedings of the Data Compression Conference, 2023

2022
Subcycle Waveform Modeling of Traffic Intersections Using Recurrent Attention Networks.
IEEE Trans. Intell. Transp. Syst., 2022

Long-Range Multi-Object Tracking at Traffic Intersections on Low-Power Devices.
IEEE Trans. Intell. Transp. Syst., 2022

Machine-Learning-Based Real-Time Multi-Camera Vehicle Tracking and Travel-Time Estimation.
J. Imaging, 2022

Automated Truck Taxonomy Classification Using Deep Convolutional Neural Networks.
Int. J. Intell. Transp. Syst. Res., 2022

Learning Scene Dynamics from Point Cloud Sequences.
Int. J. Comput. Vis., 2022

Scalable Hybrid Learning Techniques for Scientific Data Compression.
CoRR, 2022

Expressing linear equality constraints in feedforward neural networks.
CoRR, 2022

Slot Order Matters for Compositional Scene Understanding.
CoRR, 2022

Region-adaptive, Error-controlled Scientific Data Compression using Multilevel Decomposition.
Proceedings of the SSDBM 2022: 34th International Conference on Scientific and Statistical Database Management, Copenhagen, Denmark, July 6, 2022

A Modern Intersection Data Analytics System for Pedestrian and Vehicular Safety.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

Message from the ICDM 2022 Program Committee Chairs.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2022

An Algorithmic and Software Pipeline for Very Large Scale Scientific Data Compression with Error Guarantees.
Proceedings of the 29th IEEE International Conference on High Performance Computing, 2022

Comparisons Between GPS-based and Self-reported Life-space Mobility in Older Adults.
Proceedings of the AMIA 2022, 2022

Self-Supervised Robust Scene Flow Estimation via the Alignment of Probability Density Functions.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Truck and Trailer Classification With Deep Learning Based Geometric Features.
IEEE Trans. Intell. Transp. Syst., 2021

A web-based visual analytics system for traffic intersection datasets.
Int. J. Big Data Intell., 2021

Machine Learning Methods for Data Association in Multi-Object Tracking.
ACM Comput. Surv., 2021

Subcycle-based Neural Network Algorithms for Turning Movement Count Prediction.
Proceedings of the 7th International Conference on Vehicle Technology and Intelligent Transport Systems, 2021

Trajectory Prediction via Learning Motion Cluster Patterns in Curvilinear Coordinates.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

TQAM: Temporal Attention for Cycle-wise Queue Length Estimation using High-Resolution Loop Detector Data.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

An Automated Framework for Deriving Intersection Coordination Plans.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

An Effective Data Structure for Contact Sequence Temporal Graphs.
Proceedings of the IEEE Symposium on Computers and Communications, 2021

Efficient Iterative Amortized Inference for Learning Symmetric and Disentangled Multi-Object Representations.
Proceedings of the 38th International Conference on Machine Learning, 2021

Hybrid Generative Models for Two-Dimensional Datasets.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

ROAMM: A customizable and interactive smartwatch platform for patient-generated health data.
Proceedings of the IC3 2021: Thirteenth International Conference on Contemporary Computing, Noida, India, August 5, 2021

2020
Intelligent Intersection: Two-stream Convolutional Networks for Real-time Near-accident Detection in Traffic Video.
ACM Trans. Spatial Algorithms Syst., 2020

Optimizing Signalized Intersections Performance Under Conventional and Automated Vehicles Traffic.
IEEE Trans. Intell. Transp. Syst., 2020

Multiobjective Optimization of SAR Reconstruction on Hybrid Multicore Systems.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Dynamic load balancing for a mesh-based scientific application.
Concurr. Comput. Pract. Exp., 2020

A Data Driven Approach to Derive Traffic Intersection Geography using High Resolution Controller Logs.
Proceedings of the 6th International Conference on Vehicle Technology and Intelligent Transport Systems, 2020

Data Mining Algorithms for Traffic Interruption Detection.
Proceedings of the 6th International Conference on Vehicle Technology and Intelligent Transport Systems, 2020

Machine Learning based Video Processing for Real-time Near-Miss Detection.
Proceedings of the 6th International Conference on Vehicle Technology and Intelligent Transport Systems, 2020

Video-based Machine Learning System for Commodity Classification.
Proceedings of the 6th International Conference on Vehicle Technology and Intelligent Transport Systems, 2020

A Visual Analytics System for Processed Videos from Traffic Intersections.
Proceedings of the 6th International Conference on Vehicle Technology and Intelligent Transport Systems, 2020

Clustering Object Trajectories for Intersection Traffic Analysis.
Proceedings of the 6th International Conference on Vehicle Technology and Intelligent Transport Systems, 2020

A Platoon Matching Approach for the Estimation of Arterial Travel Time Distributions.
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

Unsupervised Summarization and Change Detection in High-Resolution Signalized Intersection Datasets.
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

A Scalable Data Analytics and Visualization System for City-wide Traffic Signal Data-sets.
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

Cache Efficient Louvain with Local RCM.
Proceedings of the IEEE Symposium on Computers and Communications, 2020

SparsePipe: Parallel Deep Learning for 3D Point Clouds.
Proceedings of the 27th IEEE International Conference on High Performance Computing, 2020

Batched Small Tensor-Matrix Multiplications on GPUs.
Proceedings of the 27th IEEE International Conference on High Performance Computing, 2020

Big data Computing and Machine Learning for Intelligent Transportation and Connected Vehicles.
Proceedings of the Fifth International Conference on Fog and Mobile Edge Computing, 2020

Machine Learning Algorithms for Traffic Interruption Detection.
Proceedings of the Fifth International Conference on Fog and Mobile Edge Computing, 2020

2019
Multiobjective evaluation and optimization of CMT-bone on multiple CPU/GPU systems.
Sustain. Comput. Informatics Syst., 2019

Expenditure variations analysis using residuals for identifying high health care utilizers in a state Medicaid program.
BMC Medical Informatics Decis. Mak., 2019

Trends on heterogeneous and innovative hardware and software systems.
J. Parallel Distributed Comput., 2019

A smartwatch-based framework for real-time and online assessment and mobility monitoring.
J. Biomed. Informatics, 2019

Analyzing Traffic Signal Performance Measures to Automatically Classify Signalized Intersections.
Proceedings of the 5th International Conference on Vehicle Technology and Intelligent Transport Systems, 2019

Deep Learning based Geometric Features for Effective Truck Selection and Classification from Highway Videos.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

Multilevel Approaches to Fine Tune Performance of Linear Algebra Libraries.
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2019

A Multi-sensor System for Traffic Analysis at Smart Intersections.
Proceedings of the 2019 Twelfth International Conference on Contemporary Computing, 2019

Multi-objective Optimization on DVFS based Hybrid Systems.
Proceedings of the Tenth International Green and Sustainable Computing Conference, 2019

2018
Spatial Scaling Using Temporal Correlations and Ensemble Learning to Obtain High-Resolution Soil Moisture.
IEEE Trans. Geosci. Remote. Sens., 2018

Advances in sustainable computing towards Big data and HPC convergence.
Sustain. Comput. Informatics Syst., 2018

Dynamic Data-Driven SAR Image Reconstruction Using Multiple GPUs.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Wrist accelerometer shape feature derivation methods for assessing activities of daily living.
BMC Medical Informatics Decis. Mak., 2018

Optimized sparse Cholesky factorization on hybrid multicore architectures.
J. Comput. Sci., 2018

Supervoxel-based segmentation of 3D imagery with optical flow integration for spatiotemporal processing.
IPSJ Trans. Comput. Vis. Appl., 2018

Learning Permutations with Sinkhorn Policy Gradient.
CoRR, 2018

Machine Learning Methods for Solving Assignment Problems in Multi-Target Tracking.
CoRR, 2018

A Comparison of Intelligent Signalized Intersection Controllers Under Mixed Traffic.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Dynamic Load Balancing for Compressible Multiphase Turbulence.
Proceedings of the 32nd International Conference on Supercomputing, 2018

An Efficient Deep Representation Based Framework for Large-Scale Terrain Classification.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

A Multilevel Subtree Method for Single and Batched Sparse Cholesky Factorization.
Proceedings of the 47th International Conference on Parallel Processing, 2018

Global Model Interpretation Via Recursive Partitioning.
Proceedings of the 20th IEEE International Conference on High Performance Computing and Communications; 16th IEEE International Conference on Smart City; 4th IEEE International Conference on Data Science and Systems, 2018

Clustering Inter-Arrival Time of Health Care Encounters for High Utilizers.
Proceedings of the 20th IEEE International Conference on e-Health Networking, 2018

Dynamic Data Driven SAR Reconstruction on Hybrid Multicore systems.
Proceedings of the Ninth International Green and Sustainable Computing Conference, 2018

Performance and Energy Evaluation of SAR Reconstruction on Intel Knights Landing.
Proceedings of the Ninth International Green and Sustainable Computing Conference, 2018

Multiobjective Evaluation and Optimization of CMT-bone on Intel Knights Landing.
Proceedings of the Ninth International Green and Sustainable Computing Conference, 2018

Densely Labeling Large-Scale Satellite Images with Generative Adversarial Networks.
Proceedings of the 2018 IEEE 16th Intl Conf on Dependable, 2018

Visual Explanations From Deep 3D Convolutional Neural Networks for Alzheimer's Disease Classification.
Proceedings of the AMIA 2018, 2018

2017
Algorithm 980: Sparse QR Factorization on the GPU.
ACM Trans. Math. Softw., 2017

A new proxy application for compressible multiphase turbulent flows.
Sustain. Comput. Informatics Syst., 2017

Utilizing Self-Regularized Regressive Models to Downscale Microwave Brightness Temperatures for Agricultural Land Covers in the SMAPVEX-12 Region.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

Graph-based semi-supervised classification on very high resolution remote sensing images.
Int. J. Big Data Intell., 2017

Tracking Vehicles Equipped with Dedicated Short-Range Communication at Traffic Intersections.
Proceedings of the 6th ACM Symposium on Development and Analysis of Intelligent VehicularNetworks and Applications, 2017

Machine Learning Approaches for Predicting High Utilizers in Health Care.
Proceedings of the Bioinformatics and Biomedical Engineering, 2017

A spatio-temporal data fusion algorithm for estimating high-resolution soil moisture in agricultural regions.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

A Multithreaded Algorithm for Sparse Cholesky Factorization on Hybrid Multicore Architectures.
Proceedings of the International Conference on Computational Science, 2017

Smart intersection control algorithms for automated vehicles.
Proceedings of the Tenth International Conference on Contemporary Computing, 2017

Parallel Dynamic Data Driven Approaches for Synthetic Aperture Radar.
Proceedings of the 24th IEEE International Conference on High Performance Computing, 2017

BigDF Keynote: Smart Intersection Control Algorithms for Automated and Connected Vehicles.
Proceedings of the 24th IEEE International Conference on High Performance Computing Workshops, 2017

Super-Scalable Computation Framework for Automated Terrain Identification.
Proceedings of the 15th IEEE Intl Conf on Dependable, 2017

A bag-of-words approach for assessing activities of daily living using wrist accelerometer data.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

Power-efficient real-time approach to non-wear time detection for smartwatches.
Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017

Adaptive walk detection algorithm using activity counts.
Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 2017

Identifying High Health Care Utilizers Using Post-Regression Residual Analysis of Health Expenditures from a State Medicaid Program.
Proceedings of the AMIA 2017, 2017

2016
Disaggregation of Remotely Sensed Soil Moisture in Heterogeneous Landscapes Using Holistic Structure-Based Models.
IEEE Trans. Geosci. Remote. Sens., 2016

Performance and energy benchmarking of spectral solvers on hybrid multicore machines.
Sustain. Comput. Informatics Syst., 2016

A genetic algorithm based approach for multi-objective hardware/software co-optimization.
Sustain. Comput. Informatics Syst., 2016

Corrigendum to "A genetic algorithm based approach for multi-objective hardware/software co-optimization" [J. Sustain. Comput.: Inform. Syst. 10 (2016) 36-47].
Sustain. Comput. Informatics Syst., 2016

Spatial Scaling of Satellite Soil Moisture using Temporal Correlations and Ensemble Learning.
CoRR, 2016

Disaggregation of SMAP L3 Brightness Temperatures to 9km using Kernel Machines.
CoRR, 2016

Dynamic data driven image reconstruction using multiple GPUs.
Proceedings of the 2016 IEEE International Symposium on Signal Processing and Information Technology, 2016

Image stack surface area minimization for groupwise and multimodal affine registration.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

CMT-Bone - A Proxy Application for Compressible Multiphase Turbulent Flows.
Proceedings of the 23rd IEEE International Conference on High Performance Computing, 2016

Predicting 30-day all-cause readmissions from hospital inpatient discharge data.
Proceedings of the 18th IEEE International Conference on e-Health Networking, 2016

ROAMM: A software infrastructure for real-time monitoring of personal health.
Proceedings of the 18th IEEE International Conference on e-Health Networking, 2016

Multi-objective optimization of CMT-bone on hybrid processors.
Proceedings of the Seventh International Green and Sustainable Computing Conference, 2016

Supervoxel-Based Segmentation of 3D Volumetric Images.
Proceedings of the Computer Vision - ACCV 2016, 2016

2015
Disaggregation of Remotely Sensed Soil Moisture in Heterogeneous Landscapes using Holistic Structure based Models.
CoRR, 2015

Scalable Machine Learning Approaches for Neighborhood Classification Using Very High Resolution Remote Sensing Imagery.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Downscaling microwave brightness temperatures using self regularized regressive models.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

A genetic algorithm based autotuning approach for performance and energy optimization.
Proceedings of the Sixth International Green and Sustainable Computing Conference, 2015

CMT-bone: A Mini-App for Compressible Multiphase Turbulence Simulation Software.
Proceedings of the 2015 IEEE International Conference on Cluster Computing, 2015

2014
Multi-Core Embedded Wireless Sensor Networks: Architecture and Applications.
IEEE Trans. Parallel Distributed Syst., 2014

A queueing theoretic approach for performance evaluation of low-power multi-core embedded systems.
J. Parallel Distributed Comput., 2014

Pairwise sequence alignment for very long sequences on GPUs.
Int. J. Bioinform. Res. Appl., 2014

Multicore and GPU algorithms for Nussinov RNA folding.
BMC Bioinform., 2014

Task scheduling for energy optimization and temperature improvements.
Proceedings of the IEEE Symposium on Computers and Communications, 2014

Thermal-aware scheduling for data parallel workloads on multi-core processors.
Proceedings of the IEEE Symposium on Computers and Communications, 2014

A framework for rendering high resolution synthetic aperture radar images on heterogeneous architectures.
Proceedings of the IEEE Symposium on Computers and Communications, 2014

An efficient computational framework for labeling large scale spatiotemporal remote sensing datasets.
Proceedings of the Seventh International Conference on Contemporary Computing, 2014

2013
High-performance optimizations on tiled many-core embedded systems: a matrix multiplication case study.
J. Supercomput., 2013

Stability analysis of phylogenetic trees.
Bioinform., 2013

Dynamic multistatic synthetic aperture radar (DMSAR) with image reconstruction algorithms and analysis.
Proceedings of the IEEE Applied Imagery Pattern Recognition Workshop, 2013

2012
High-Performance Energy-Efficient Multicore Embedded Computing.
IEEE Trans. Parallel Distributed Syst., 2012

In-advance path reservation for file transfers in e-science applications.
J. Supercomput., 2012

Energy-aware dynamic slack allocation for real-time multitasking systems.
Sustain. Comput. Informatics Syst., 2012

An overview and classification of thermal-aware scheduling techniques for multi-core processing systems.
Sustain. Comput. Informatics Syst., 2012

Energy- and performance-aware scheduling of tasks on parallel and distributed systems.
ACM J. Emerg. Technol. Comput. Syst., 2012

Temperature-aware Task Partitioning for Real-Time Scheduling in Embedded Systems.
Proceedings of the 25th International Conference on VLSI Design, 2012

SSLPred : Predicting Synthetic Sickness Lethality.
Proceedings of the Biocomputing 2012: Proceedings of the Pacific Symposium, 2012

A global local modeling of internet usage in large mobile societies.
Proceedings of the 7th ACM workshop on Performance monitoring and measurement of heterogeneous wireless and wired networks, 2012

Techniques for mapping synthetic aperture radar processing algorithms to multi-GPU clusters.
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2012

Parallelized benchmark-driven performance evaluation of SMPs and tiled multi-core architectures for embedded systems.
Proceedings of the 31st IEEE International Performance Computing and Communications Conference, 2012

A Fast Algorithm for Learning Weighted Ensemble of Roles.
Proceedings of the Contemporary Computing - 5th International Conference, 2012

Energy and performance tradeoffs for matrix multiplication on multicore machines.
Proceedings of the 2012 International Green Computing Conference, 2012

Parallel syntenic alignment on GPUs.
Proceedings of the ACM International Conference on Bioinformatics, 2012

2011
Manipulating the Steady State of Metabolic Pathways.
IEEE ACM Trans. Comput. Biol. Bioinform., 2011

Energy-aware dynamic reconfiguration algorithms for real-time multitasking systems.
Sustain. Comput. Informatics Syst., 2011

Guest editorial.
Sustain. Comput. Informatics Syst., 2011

A General Algorithm for Energy-Aware Dynamic Reconfiguration in Multitasking Systems.
Proceedings of the VLSI Design 2011: 24th International Conference on VLSI Design, 2011

Parallel processing techniques for the processing of synthetic aperture radar data on GPUs.
Proceedings of the 2011 IEEE International Symposium on Signal Processing and Information Technology, 2011

Wavelength scheduling in Time-domain Wavelength Interleaved Networks.
Proceedings of the 16th IEEE Symposium on Computers and Communications, 2011

Workflow scheduling in e-Science networks.
Proceedings of the 16th IEEE Symposium on Computers and Communications, 2011

Efficient GPU Implementation for Particle in Cell Algorithm.
Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011

Strassen's Matrix Multiplication on GPUs.
Proceedings of the 17th IEEE International Conference on Parallel and Distributed Systems, 2011

A queueing theoretic approach for performance evaluation of low-power multi-core embedded systems.
Proceedings of the IEEE 29th International Conference on Computer Design, 2011

Identifying differentially regulated genes.
Proceedings of the IEEE 1st International Conference on Computational Advances in Bio and Medical Sciences, 2011

Dynamic cache reconfiguration and partitioning for energy optimization in real-time multi-core systems.
Proceedings of the 48th Design Automation Conference, 2011

2010
Inside the Permutation-Scanning Worms: Propagation Modeling and Analysis.
IEEE/ACM Trans. Netw., 2010

A Model-Agnostic Framework for Fast Spatial Anomaly Detection.
ACM Trans. Knowl. Discov. Data, 2010

Dynamic slack allocation algorithms for energy minimization on parallel machines.
J. Parallel Distributed Comput., 2010

Slack allocation algorithm for parallel machines.
J. Parallel Distributed Comput., 2010

Topology Aggregation for e-Science Networks.
Int. J. Next Gener. Comput., 2010

Data-driven co-clustering model of internet usage in large mobile societies.
Proceedings of the 13th International Symposium on Modeling Analysis and Simulation of Wireless and Mobile Systems, 2010

Mixture models for learning low-dimensional roles in high-dimensional data.
Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2010

First-Slot scheduling with wavelength conversion for distributed file transfers.
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2010

Parallel processing techniques for the processing of synthetic aperture radar data on FPGAs.
Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2010

A simple thermal model for multi-core processors and its application to slack allocation.
Proceedings of the 24th IEEE International Symposium on Parallel and Distributed Processing, 2010

Thermal constrained workload distribution for maximizing throughput on multi-core processors.
Proceedings of the International Green Computing Conference 2010, 2010

Bandwidth Allocation for Iterative Data-Dependent E-science Applications.
Proceedings of the 10th IEEE/ACM International Conference on Cluster, 2010

Enzymatic target identification with dynamic states.
Proceedings of the First ACM International Conference on Bioinformatics and Computational Biology, 2010

2009
Advance Reservations and Scheduling for Bulk Transfers in Research Networks.
IEEE Trans. Parallel Distributed Syst., 2009

Analyzing the techniques that improve fault tolerance of aggregation trees in sensor networks.
J. Parallel Distributed Comput., 2009

Fault tolerant aggregation in heterogeneous sensor networks.
J. Parallel Distributed Comput., 2009

Double iterative optimisation for metabolic network-based drug target identification.
Int. J. Data Min. Bioinform., 2009

Inferring progression models for CGH data.
Bioinform., 2009

Pathway-Based Feature Selection Algorithm for Cancer Microarray Data.
Adv. Bioinformatics, 2009

A LRT framework for fast spatial anomaly detection.
Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Assignment Algorithm for Energy Minimization on Parallel Machines.
Proceedings of the ICPPW 2009, 2009

Slotted Wavelength Scheduling for Bulk Transfers in Research Networks.
Proceedings of the ICPP 2009, 2009

Network Centered Multiple Resource Scheduling in e-Science Applications.
Proceedings of the Networks for Grid Applications, 2009

2008
Aggregation methods for large-scale sensor networks.
ACM Trans. Sens. Networks, 2008

Learning correlations using the mixture-of-subsets model.
ACM Trans. Knowl. Discov. Data, 2008

Scheduling bulk file transfers with start and end times.
Comput. Networks, 2008

Mining Metabolic Networks for Optimal Drug Targets.
Proceedings of the Biocomputing 2008, 2008

Dynamic Algorithms for Energy Minimization on Parallel Machines.
Proceedings of the 16th Euromicro International Conference on Parallel, 2008

A bayesian mixture model with linear regression mixing proportions.
Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

An Evaluation of In-Advance Bandwidth Scheduling Algorithms for Connection-Oriented Networks.
Proceedings of the 9th International Symposium on Parallel Architectures, 2008

Classification and feature selection algorithms for multi-class CGH data.
Proceedings of the Proceedings 16th International Conference on Intelligent Systems for Molecular Biology (ISMB), 2008

Performance evaluation of routing and wavelength assignment algorithms for optical networks.
Proceedings of the 13th IEEE Symposium on Computers and Communications (ISCC 2008), 2008

BioDQ: Data Quality Estimation and Management for Genomics Databases.
Proceedings of the Bioinformatics Research and Applications, 2008

DVS based energy minimization algorithm for parallel machines.
Proceedings of the 22nd IEEE International Symposium on Parallel and Distributed Processing, 2008

Using game theory for scheduling tasks on multi-core processors for simultaneous optimization of performance and energy.
Proceedings of the 22nd IEEE International Symposium on Parallel and Distributed Processing, 2008

DAWN: A Novel Strategy for Detecting ASCII Worms in Networks.
Proceedings of the INFOCOM 2008. 27th IEEE International Conference on Computer Communications, 2008

Exact Modeling of Propagation for Permutation-Scanning Worms.
Proceedings of the INFOCOM 2008. 27th IEEE International Conference on Computer Communications, 2008

Analysis of Maximum Executable Length for Detecting Text-Based Malware.
Proceedings of the 28th IEEE International Conference on Distributed Computing Systems (ICDCS 2008), 2008

Energy-Efficient Dynamic Scheduling on Parallel Machines.
Proceedings of the High Performance Computing, 2008

2007
Conditional Anomaly Detection.
IEEE Trans. Knowl. Data Eng., 2007

Markers improve clustering of CGH data.
Bioinform., 2007

An Iterative Algorithm for Metabolic Network-Based Drug Target Identification.
Proceedings of the Biocomputing 2007, 2007

Statistical change detection for multi-dimensional data.
Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

Bandwidth Scheduling and Path Computation Algorithms for Connection-Oriented Networks.
Proceedings of the Sixth International Conference on Networking (ICN 2007), 2007

2006
Distance-based clustering of CGH data.
Bioinform., 2006

2005
Detecting Internet worms at early stage.
IEEE J. Sel. Areas Commun., 2005

SPHINX: A Fault-Tolerant System for Scheduling in Dynamic Grid Environments.
Proceedings of the 19th International Parallel and Distributed Processing Symposium (IPDPS 2005), 2005

2004
Policy Based Scheduling for Simple Quality of Service in Grid Computing.
Proceedings of the 18th International Parallel and Distributed Processing Symposium (IPDPS 2004), 2004

An Internet-worm early warning system.
Proceedings of the Global Telecommunications Conference, 2004. GLOBECOM '04, Dallas, Texas, USA, 29 November, 2004

2001
Guest Editors' Introduction: Special Issue on High-Performance Data Mining.
J. Parallel Distributed Comput., 2001

Skew-insensitive Parallel Algorithms for Relational Join.
J. King Saud Univ. Comput. Inf. Sci., 2001

Architecture Independent Analysis of Parallel Programs.
Proceedings of the Computational Science - ICCS 2001, 2001

2000
Parallel Construction of Multidimensional Binary Search Trees.
IEEE Trans. Parallel Distributed Syst., 2000

Performance Analysis of Parallel Query Processing Algorithms for Object-Oriented Databases.
IEEE Trans. Knowl. Data Eng., 2000

Irregular 2000 - Workshop on Solving Irregularly Structured Problems in Parallel.
Proceedings of the Parallel and Distributed Processing, 2000

1999
An Efficient Space-Partitioning Based Algorithm for the K-Means Clustering.
Proceedings of the Methodologies for Knowledge Discovery and Data Mining, 1999

Parallel Out-of-Core Divide-and-Conquer Techniques with Application to Classification Trees.
Proceedings of the 13th International Parallel Processing Symposium / 10th Symposium on Parallel and Distributed Processing (IPPS / SPDP '99), 1999

A Framework for Matching Applications with Parallel Machines.
Proceedings of the High Performance Computing, 1999

1998
Comments on "Mesh and Pyramid Algorithms for Iconic indexing": authors' reply.
Pattern Recognit., 1998

CLOUDS: A Decision Tree Classifier for Large Datasets.
Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining (KDD-98), 1998

High-Performance External Computations Using User-Controllable I/O.
Proceedings of the 12th International Parallel Processing Symposium / 9th Symposium on Parallel and Distributed Processing (IPPS/SPDP '98), March 30, 1998

Vector Prefix and Reduction Computation on Coarse-Grained, Distributed-Memory Parallel Machines.
Proceedings of the 12th International Parallel Processing Symposium / 9th Symposium on Parallel and Distributed Processing (IPPS/SPDP '98), March 30, 1998

An Efficient Parallel Algorithms for High Dimensional Similarity Join.
Proceedings of the 12th International Parallel Processing Symposium / 9th Symposium on Parallel and Distributed Processing (IPPS/SPDP '98), March 30, 1998

Memory Hierarchy Management for Iterative Graph Structures.
Proceedings of the 12th International Parallel Processing Symposium / 9th Symposium on Parallel and Distributed Processing (IPPS/SPDP '98), March 30, 1998

Calculating robust depth measures for large data sets.
Proceedings of the External Memory Algorithms, 1998

1997
Parallel Incremental Graph Partitioning.
IEEE Trans. Parallel Distributed Syst., 1997

Practical Algorithms for Selection on Coarse-Grained Parallel Computers.
IEEE Trans. Parallel Distributed Syst., 1997

Random Data Accesses on a Coarse-Grained Parallel Machine II: One-to-One, Many-to-One Mappings.
J. Parallel Distributed Comput., 1997

Random Data Accesses on a Coarse-Grained Parallel Machine I: One-to-One Mappings.
J. Parallel Distributed Comput., 1997

Parallel Remapping of Adaptive Problems.
J. Parallel Distributed Comput., 1997

Runtime Support for Parallelization of Data-Parallel Applications on Adaptive, Nonuniform Computational Environments.
J. Parallel Distributed Comput., 1997

A One-Pass Algorithm for Accurately Estimating Quantiles for Disk-Resident Data.
Proceedings of the VLDB'97, 1997

An Efficient Algorithm for the Incremental Updation of Association Rules in Large Databases.
Proceedings of the Third International Conference on Knowledge Discovery and Data Mining (KDD-97), 1997

I/O and memory-efficient matrix multiplication with user-controllable parallel I/O.
Proceedings of the 1997 International Conference on Parallel and Distributed Systems (ICPADS '97), 1997

Integer sorting algorithms for coarse-grained parallel machines.
Proceedings of the Fourth International on High-Performance Computing, 1997

1996
Fast and parallel mapping algorithms for irregular problems.
J. Supercomput., 1996

A comparison of different message-passing paradigms for the parallelization of two irregular applications.
J. Supercomput., 1996

Characterization of a Class of Sigmoid Functions with Applications to Neural Networks.
Neural Networks, 1996

Array Decompositions for Nonuniform Computational Environments.
J. Parallel Distributed Comput., 1996

PACK/UNPACK on Coarse-Grained Distributed Memory Parallel Machines.
J. Parallel Distributed Comput., 1996

Benchmarking the computation and communication performance of the CM-5.
Concurr. Pract. Exp., 1996

Logical disks: user-controllable I/O for scientific applications.
Proceedings of the Eighth IEEE Symposium on Parallel and Distributed Processing, 1996

Concatenated parallelism: a technique for efficient parallel divide and conquer.
Proceedings of the Eighth IEEE Symposium on Parallel and Distributed Processing, 1996

A Probabilistic Database Approach to the Analysis of Genetic Algorithms.
Proceedings of the Parallel Problem Solving from Nature, 1996

User-Controllable I/O for Parallel Computers.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 1996

Dynamic Alignment and Distribution of Irregularly Coupled Data Arrays for Scalable Parallelization of Particle-in-Cell Problems.
Proceedings of IPPS '96, 1996

Selection, Majorization and Replicators.
Proceedings of 1996 IEEE International Conference on Evolutionary Computation, 1996

Runtime Support for Parallelization of Data-Parallel Applications on Adaptive and Nonuniform Computational Environments.
Proceedings of the 5th International Symposium on High Performance Distributed Computing (HPDC '96), 1996

Replicators, Majorization and Genetic Algorithms: New Models and Analytical tools.
Proceedings of the 4th Workshop on Foundations of Genetic Algorithms. San Diego, 1996

1995
Efficient classification for multiclass problems using modular neural networks.
IEEE Trans. Neural Networks, 1995

Distributed Scheduling of Unstructured Collective Communication on the CM-5.
Parallel Process. Lett., 1995

Irregular Personalized Communication on Distributed Memory Machines.
J. Parallel Distributed Comput., 1995

Partitioning unstructured computational graphs for nonunifor.
IEEE Parallel Distributed Technol. Syst. Appl., 1995

Highly irregular data accesses with hot spots on a coarse-grained parallel machine.
Proceedings of the Seventh IEEE Symposium on Parallel and Distributed Processing, 1995

Architecture-independent Locality-improving Transformations of Computational Graphs Embedded in <i>k</i>-Dimensions.
Proceedings of the 9th international conference on Supercomputing, 1995

Optimization Using Replicators.
Proceedings of the 6th International Conference on Genetic Algorithms, 1995

1994
Static and Run-Time Algorithms for All-to-Many Personalized Communication on Permutation Networks.
IEEE Trans. Parallel Distributed Syst., 1994

A Space-and-Time-Efficient Codeing Algorithm for Lattice Computations.
IEEE Trans. Knowl. Data Eng., 1994

Response to letter by Q. Hu and D. B. Hertz.
Neural Networks, 1994

A Data Parallel Algorithm for Solving the Region Growing Problem on the Connection Machine.
J. Parallel Distributed Comput., 1994

Compiling Fortran 90D/HPF for Distributed Memory MIMD Computers.
J. Parallel Distributed Comput., 1994

Genetic Algorithms for Soft-Decision Decoding of Linear Block Codes.
Evol. Comput., 1994

Performance modeling of load-balancing algorithms using neural networks.
Concurr. Pract. Exp., 1994

Knowledge-Based Nonuniform Crossover.
Complex Syst., 1994

Scheduling of unstructured communication on the Intel iPSC/860.
Proceedings of the Proceedings Supercomputing '94, 1994

Parallel incremental graph partitioning using linear programming.
Proceedings of the Proceedings Supercomputing '94, 1994

Genetic algorithms for graph partitioning and incremental graph partitioning.
Proceedings of the Proceedings Supercomputing '94, 1994

A parallel Gauss-Seidel algorithm for sparse power system matrices.
Proceedings of the Proceedings Supercomputing '94, 1994

Training Techniques to Obtain Fault-Tolerant Neural Networks.
Proceedings of the Digest of Papers: FTCS/24, 1994

1993
An improved algorithm for neural network classification of imbalanced training sets.
IEEE Trans. Neural Networks, 1993

Parallel vision algorithms using sparse array representations.
Pattern Recognit., 1993

Analyzing images containing multiple sparse patterns with neural networks.
Pattern Recognit., 1993

Unified Compilation of Fortran 77D and 90D.
LOPLAS, 1993

Embedding Meshes on the Star Graph.
J. Parallel Distributed Comput., 1993

Performance Comparison of the CM-5 and Intel Touchstone Delta for Data Parallel Operations.
Proceedings of the Fifth IEEE Symposium on Parallel and Distributed Processing, 1993

Compiling Distribution Directives in a FORTRAN 90D Compiler.
Proceedings of the Fifth IEEE Symposium on Parallel and Distributed Processing, 1993


Fortran 90D/HPF compiler for distributed memory MIMD computers: design, implementation, and performance results.
Proceedings of the Proceedings Supercomputing '93, 1993

A Compilation Approach for Fortran 90D/ HPF Compilers.
Proceedings of the Languages and Compilers for Parallel Computing, 1993

A Probabilistic Analysis of a Locality Maintaining Load Balancing Algorithm.
Proceedings of the Seventh International Parallel Processing Symposium, 1993

Personalized Communication Avoiding Node Contention on Distributed Memory Systems.
Proceedings of the 1993 International Conference on Parallel Processing, 1993

Solving the Region Growing Problem on the Connection Machine.
Proceedings of the 1993 International Conference on Parallel Processing, 1993

Robustness of feedforward neural networks.
Proceedings of International Conference on Neural Networks (ICNN'88), San Francisco, CA, USA, March 28, 1993

A Low-Latency Programming Interface and a Prototype Switch for Scalable High-Performance Distributed Computing.
Proceedings of the Second International Symposium on High Performance Distributed Computing, 1993

1992
Mapping finite element graphs on hypercubes.
J. Supercomput., 1992

Hypercube algorithms for operations on quadtrees.
Pattern Recognit., 1992

Mesh and pyramid algorithms for iconic indexing.
Pattern Recognit., 1992

Forecasting the behavior of multivariate time series using neural networks.
Neural Networks, 1992

A Practical Hierarchical Model of Parallel Computation. II. Binary Tree and FFT Algorithms.
J. Parallel Distributed Comput., 1992

A Practical Hierarchical Model of Parallel Computation. I. The Model.
J. Parallel Distributed Comput., 1992

Parallel Processing for Computer Vision and Image Understanding - Guest Editors' Introduction to the Special Issue.
Computer, 1992

Applications and Performance Analysis of a Compile-Time Optimization Approach for List Scheduling Algorithms on Distributed Memory Multiprocessors.
Proceedings of the Proceedings Supercomputing '92, 1992

1991
Efficient serial and parallel algorithms for median filtering.
IEEE Trans. Signal Process., 1991

Clustering on a Hypercube Multicomputer.
IEEE Trans. Parallel Distributed Syst., 1991

Bounds on the number of samples needed for neural learning.
IEEE Trans. Neural Networks, 1991

Two-dimensional pattern matching with <i>k</i> mismatches.
Pattern Recognit., 1991

A practical hierarchical model of parallel computation.
Proceedings of the Third IEEE Symposium on Parallel and Distributed Processing, 1991

1990
Odd Even Shifts in SIMD Hypercubes.
IEEE Trans. Parallel Distributed Syst., 1990

Computing Hough transforms on hypercube multicomputers.
J. Supercomput., 1990

Convolution on Mesh Connected Multicomputers.
IEEE Trans. Pattern Anal. Mach. Intell., 1990

String Editing on an SIMD Hypercube Multicomputer.
J. Parallel Distributed Comput., 1990

Image Template Matching on MIMD Hypercube Multicomputers.
J. Parallel Distributed Comput., 1990

Optical switching and routing architectures for fiber-optic computer communication networks.
Proceedings of the 15th Conference on Local Computer Networks, 1990

A neural network approach to prediction of psychological performance in frequency discrimination.
Proceedings of the IJCNN 1990, 1990

1989
Hypercube Algorithms for Image Transformations.
Proceedings of the International Conference on Parallel Processing, 1989

1988
Programming a Hypercube Multicomputer.
IEEE Softw., 1988


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