Coordinated Science Lab

Research Output 1973 2020

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2015

Emotion Recognition from Non-Frontal Facial Images

Zheng, W., Tang, H. & Huang, T. S., Jan 2 2015, Emotion Recognition: A Pattern Analysis Approach. Wiley, p. 183-213 31 p.

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Adaptive boosting
Face recognition
Support vector machines
Classifiers
Lighting

Facilitating Reproducibility in Scientific Computing: Principles and Practice

Bailey, D. H., Borwein, J. M. & Stodden, V., Jan 1 2015, Reproducibility: Principles, Problems, Practices, and Prospects. Wiley, p. 205-231 27 p.

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Scientific Computing
Reproducibility
Tide
workflow
Wake

Image Reconstruction in MRI

Ying, L. & Liang, Z-P., Feb 14 2015, Acquisition Methods, Methods and Modeling. Elsevier Inc., Vol. 1. p. 223-229 7 p.

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Computer-Assisted Image Processing

Interferometric synthetic aperture microscopy (ISAM)

Adie, S. G., Shemonski, N. D., Ralston, T. S., Carney, P. S. & Boppart, S. A., Jan 1 2015, Optical Coherence Tomography: Technology and Applications, Second Edition. Springer International Publishing, p. 965-1004 40 p.

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Synthetic apertures
synthetic apertures
aberration
Microscopy
Microscopic examination

Introduction

Hwu, W-M. W., Dec 4 2015, Heterogeneous System Architecture: A New Compute Platform Infrastructure. Elsevier Inc., p. 1-5 5 p.

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Specifications
2014

A guide for implementing tridiagonal solvers on GPUs

Chang, L. W. & Hwu, W-M. W., Jan 1 2014, Numerical Computations with GPUs. Springer International Publishing, p. 29-44 16 p.

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Graphics processing unit

A three-stage Colonel Blotto game: When to provide more information to an adversary

Gupta, A., Basar, M. T. & Schwartz, G. A., Jan 1 2014, Decision and GameTheory for Security - 5th International Conference, GameSec 2014, Proceedings. Poovendran, R. & Saad, W. (eds.). Springer-Verlag, p. 216-233 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8840).

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Resource allocation
Game
Nash Equilibrium
Resources
Resource Constraints

Bullet kinematics

Nath, V. & Levinson, S. E., Jan 1 2014, SpringerBriefs in Computer Science. 9783319056050 ed. Springer, p. 45-47 3 p. (SpringerBriefs in Computer Science; no. 9783319056050).

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Atmospheric humidity
Kinematics
Earth (planet)

Computer vision

Nath, V. & Levinson, S. E., Jan 1 2014, SpringerBriefs in Computer Science. 9783319056029 ed. Springer, p. 31-38 8 p. (SpringerBriefs in Computer Science; no. 9783319056029).

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Computer vision

Computer vision

Nath, V. & Levinson, S. E., Jan 1 2014, SpringerBriefs in Computer Science. 9783319056050 ed. Springer, p. 33-38 6 p. (SpringerBriefs in Computer Science; no. 9783319056050).

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Computer vision
Stereo vision
Image processing
Experiments
Cameras

Experimental results

Nath, V. & Levinson, S. E., Jan 1 2014, SpringerBriefs in Computer Science. 9783319056029 ed. Springer, p. 47-64 18 p. (SpringerBriefs in Computer Science; no. 9783319056029).

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Experimental results

Nath, V. & Levinson, S. E., Jan 1 2014, SpringerBriefs in Computer Science. 9783319056050 ed. Springer, p. 49-53 5 p. (SpringerBriefs in Computer Science; no. 9783319056050).

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Future direction

Nath, V. & Levinson, S. E., Jan 1 2014, SpringerBriefs in Computer Science. 9783319056050 ed. Springer, p. 55-56 2 p. (SpringerBriefs in Computer Science; no. 9783319056050).

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Robots
National security
Law enforcement
Stars
Fires

Future direction

Nath, V. & Levinson, S. E., Jan 1 2014, SpringerBriefs in Computer Science. 9783319056029 ed. Springer, p. 65-66 2 p. (SpringerBriefs in Computer Science; no. 9783319056029).

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Program processors
Engineers

Introduction

Nath, V. & Levinson, S. E., Jan 1 2014, SpringerBriefs in Computer Science. 9783319056050 ed. Springer, p. 1-3 3 p. (SpringerBriefs in Computer Science; no. 9783319056050).

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Legal and Regulatory Issues in the U.S. Compendium of Bioenergy Crops

Kesan, J. P., 2014, Compendium of Bioenergy Crops: Corn. Goldman, S. L. & Kole, C. (eds.). CRC Press, p. 268-291

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Machine learning

Nath, V. & Levinson, S. E., Jan 1 2014, SpringerBriefs in Computer Science. 9783319056029 ed. Springer, p. 39-45 7 p. (SpringerBriefs in Computer Science; no. 9783319056029).

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Learning systems
Random variables
Experiments

Machine learning

Nath, V. & Levinson, S. E., Jan 1 2014, SpringerBriefs in Computer Science. 9783319056050 ed. Springer, p. 39-44 6 p. (SpringerBriefs in Computer Science; no. 9783319056050).

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Learning systems
Random variables
Experiments

Measurement Error in Experimental Designs in Consumer Psychology

Viswanathan, M., May 30 2014, Handbook of Consumer Psychology. Haugtvedt, C. P., Herr, P. M. & Kardes, F. R. (eds.). Routledge

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Psychology
Experimental Design
Measurement Error
Manipulation
Research Design

Multimedia classification

Chang, S., Han, W., Liu, X., Xu, N., Khorrami, P. & Huang, T. S., Jan 1 2014, Data Classification: Algorithms and Applications. CRC Press, p. 337-364 28 p.

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Fusion reactions
Learning algorithms
Artificial intelligence
Decision making
Fusion

Overview of probability and statistics

Nath, V. & Levinson, S. E., Jan 1 2014, SpringerBriefs in Computer Science. 9783319056050 ed. Springer, p. 5-16 12 p. (SpringerBriefs in Computer Science; no. 9783319056050).

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Statistics
Poisson distribution
Gaussian distribution
Normal distribution

Overview of probability and statistics

Nath, V. & Levinson, S. E., Jan 1 2014, SpringerBriefs in Computer Science. 9783319056029 ed. Springer, p. 5-16 12 p. (SpringerBriefs in Computer Science; no. 9783319056029).

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Statistics
Poisson distribution
Gaussian distribution
Normal distribution

Primer on matrices and determinants

Nath, V. & Levinson, S. E., Jan 1 2014, SpringerBriefs in Computer Science. 9783319056029 ed. Springer, p. 17-24 8 p. (SpringerBriefs in Computer Science; no. 9783319056029).

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Eigenvalues and eigenfunctions

Primer on matrices and determinants

Nath, V. & Levinson, S. E., Jan 1 2014, SpringerBriefs in Computer Science. 9783319056050 ed. Springer, p. 17-23 7 p. (SpringerBriefs in Computer Science; no. 9783319056050).

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Eigenvalues and eigenfunctions

Resiliency and robustness of complex systems and networks

Kott, A. & Abdelzaher, T., Jan 1 2014, Adaptive, Dynamic, and Resilient Systems. CRC Press, p. 67-85 19 p.

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Complex networks
Robustness (control systems)
Large scale systems
Telecommunication networks

Robot kinematics

Nath, V. & Levinson, S. E., Jan 1 2014, SpringerBriefs in Computer Science. 9783319056029 ed. Springer, p. 25-30 6 p. (SpringerBriefs in Computer Science; no. 9783319056029).

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Kinematics
Robots
Hardware
Robotics
Experiments

Robot kinematics

Nath, V. & Levinson, S. E., Jan 1 2014, SpringerBriefs in Computer Science. 9783319056050 ed. Springer, p. 25-31 7 p. (SpringerBriefs in Computer Science; no. 9783319056050).

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Kinematics
Robots
Hardware
Robotics
Experiments
2013

Agreement in teams and the dynamic programming approach under information constraints

Yüksel, S. & Basar, M. T., Jan 1 2013, Systems and Control: Foundations and Applications. 9781461470847 ed. Birkhauser, p. 399-421 23 p. (Systems and Control: Foundations and Applications; no. 9781461470847).

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Common Knowledge
Dynamic programming
Dynamic Programming
Information Rates
Costs

A survey of datamining methods for sensor network bug diagnosis

Abdelzaher, T. & Han, J., Jul 1 2013, Managing and Mining Sensor Data. Springer US, Vol. 9781461463092. p. 429-458 30 p.

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Sensor networks
Data mining
Computer debugging

Building a smarter health and wellness future: Privacy and security challenges

Gunter, C. A., Jan 1 2013, ICTs and the Health Sector: Towards Smarter Health and Wellness Models. Organisation for Economic Cooperation and Development (OECD), Vol. 9789264202863. p. 141-158 18 p.

Research output: Chapter in Book/Report/Conference proceeding › Chapter

privacy
health information
health
audit
information technology

Characterization and comparison of information structures

Yüksel, S. & Basar, M. T., Jan 1 2013, Systems and Control: Foundations and Applications. 9781461470847 ed. Birkhauser, p. 77-117 41 p. (Systems and Control: Foundations and Applications; no. 9781461470847).

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Information Structure
Counterexample
Costs
Dependent
Class

Coding for control and connections with information theory

Yüksel, S. & Basar, M. T., Jan 1 2013, Systems and Control: Foundations and Applications. 9781461470847 ed. Birkhauser, p. 155-177 23 p. (Systems and Control: Foundations and Applications; no. 9781461470847).

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Networked Control
Information Rates
Rate-distortion
Information theory
Information Theory

Differential game-theoretic approach to a spatial jamming problem

Bhattacharya, S. & Basar, M. T., Jan 1 2013, Annals of the International Society of Dynamic Games. Birkhauser, p. 245-268 24 p. (Annals of the International Society of Dynamic Games; vol. 12).

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Jamming
Differential Games
Unmanned aerial vehicles (UAV)
Motion
Attack

Distributed bregman-distance algorithms for min-max optimization

Srivastava, K., Nedić, A. & Stipanović, D., Jan 1 2013, Agent-Based Optimization. Springer-Verlag, p. 143-174 32 p. (Studies in Computational Intelligence; vol. 456).

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Time varying networks
Cost functions
Convex optimization
Costs

Feature Selection for Neuro-Dynamic Programming

Huang, D., Chen, W., Mehta, P., Meyn, S. & Surana, A., Feb 7 2013, Reinforcement Learning and Approximate Dynamic Programming for Feedback Control. John Wiley and Sons, p. 535-559 25 p.

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Dynamic programming
Feature extraction
Reinforcement learning
Fluids

Guaranteed Collision Avoidance with Discrete Observations and Limited Actuation

Rodríguez-Seda, E. J. & Stipanovic, D. M., Dec 1 2013, Advances in Intelligent Vehicles. Elsevier Inc., p. 89-110 22 p.

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Collision avoidance
Autonomous agents
Sensors
Energy conservation
Trajectories

Hybrid Learning in Stochastic Games and Its Application in Network Security

Zhu, Q., Tembine, H. & Başar, T., Feb 7 2013, Reinforcement Learning and Approximate Dynamic Programming for Feedback Control. John Wiley and Sons, p. 303-329 27 p.

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Network security
Game theory
Reinforcement learning
Ordinary differential equations
Learning algorithms

Introduction

Yüksel, S. & Basar, M. T., Jan 1 2013, Systems and Control: Foundations and Applications. 9781461470847 ed. Birkhauser, p. 1-8 8 p. (Systems and Control: Foundations and Applications; no. 9781461470847).

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Networked control systems
Networked Control
Networked Control Systems
Coverage
Optimization

Learning with ℓ1 -graph for high dimensional data analysis

Yang, J., Cheng, B., Yan, S., Fu, Y. & Huang, T., Jan 1 2013, Graph Embedding for Pattern Analysis. Springer New York, p. 139-156 18 p.

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Directed graphs
Supervised learning

Nash equilibrium seeking for dynamic systems with non-quadratic payoffs

Frihauf, P., Krstic, M. & Basar, M. T., Jan 1 2013, Annals of the International Society of Dynamic Games. Birkhauser, p. 179-198 20 p. (Annals of the International Society of Dynamic Games; vol. 12).

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Nash Equilibrium
Dynamic Systems
Dynamical systems
Differential equations
Derivatives

Networked control systems as stochastic team decision problems: A general introduction

Yüksel, S. & Basar, M. T., Jan 1 2013, Systems and Control: Foundations and Applications. 9781461470847 ed. Birkhauser, p. 11-75 65 p. (Systems and Control: Foundations and Applications; no. 9781461470847).

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Networked control systems
Networked Control Systems
Decision problem
Cost functions
Information Structure

Optimal coding and control for linear gaussian systems over gaussian channels under quadratic cost

Yüksel, S. & Basar, M. T., Jan 1 2013, Systems and Control: Foundations and Applications. 9781461470847 ed. Birkhauser, p. 373-397 25 p. (Systems and Control: Foundations and Applications; no. 9781461470847).

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Cost functions
Optimal Solution
Coding
Controllers
Costs

Optimization of real-time coding and control policies: Structural and existence results

Yüksel, S. & Basar, M. T., Jan 1 2013, Systems and Control: Foundations and Applications. 9781461470847 ed. Birkhauser, p. 319-371 53 p. (Systems and Control: Foundations and Applications; no. 9781461470847).

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Control Policy
Dynamic programming
Cost functions
Existence Results
Coding

Parallel Adaptive Deflated GMRES

Wakam, D. N., Erhel, J. & Gropp, W. D., Jul 25 2013, Domain Decomposition Methods in Science and Engineering XX. Bank, R., Holst, M., Xu, J. & Widlund, O. (eds.). p. 631-638 8 p. (Lecture Notes in Computational Science and Engineering; vol. 91).

Research output: Chapter in Book/Report/Conference proceeding › Chapter

GMRES
Iterative methods
Convergence Rate
Industrial applications
GMRES Method

Quantitative ultrasound history and successes

Ghoshal, G., Oelze, M. L. & O’brien, W. D., Jan 1 2013, Quantitative Ultrasound in Soft Tissues. Springer Netherlands, p. 21-42 22 p.

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Ultrasonography
History
Equipment and Supplies
Diagnostic Imaging
Medicine

Signal processing for high-speed links

Shanbhag, N. R., Singer, A. C. & Bae, H. M., Jan 1 2013, Handbook of Signal Processing Systems: Second Edition. Springer New York, p. 315-348 34 p.

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Telecommunication links
Signal processing
Optical links
Networks (circuits)
Analog circuits

Social sensing

Aggarwal, C. C. & Abdelzaher, T., Jul 1 2013, Managing and Mining Sensor Data. Springer US, Vol. 9781461463092. p. 237-297 61 p.

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Global positioning system
Sensors
Accelerometers
Mobile devices
Trajectories

Stabilization of decentralized systems over communication channels

Yüksel, S. & Basar, M. T., Jan 1 2013, Systems and Control: Foundations and Applications. 9781461470847 ed. Birkhauser, p. 293-316 24 p. (Systems and Control: Foundations and Applications; no. 9781461470847).

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Communication Channels
Decentralized
Sensor data fusion
Stabilization
Controllers

State of the art methods for estimating backscatter coefficients

Ghoshal, G., Mamou, J. & Oelze, M. L., Jan 1 2013, Quantitative Ultrasound in Soft Tissues. Springer Netherlands, p. 3-20 18 p.

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Diagnostic Imaging
History
Therapeutics

Statistics of scatterer property estimates

Oelze, M. L., Jan 1 2013, Quantitative Ultrasound in Soft Tissues. Springer Netherlands, p. 43-70 28 p.

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Sample Size
Ultrasonography