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Farhad A Kamangar

Professor, Computer Science and Engineering
Last Updated: September 23, 2021
about me

Research Interests

Research Interests
Neural Networks
Computer Vision
Artificial Intelligence

Teaching Interests

Teaching Interests
Deep Learning
Neural Networks
Computer Vision
Artificial Intelligence
Computer Graphics.

Education

Education

    • 1980 PhD in Electrical Engineering
      The University of Texas at Arlington
    • 1977 MS in Electrical Engineering
      The University of Texas at Arlington
    • 1975 BS in Electrical Engineering
      University Of Tehran

Awards and Honors

    • Apr  2018 2018 President's Award for Transformative Online Education sponsored by The University of Texas at Arlington
    • Sep  2006 Faculty Development Leave Award sponsored by University of Texas at Arlington
    • Jan  2005 Inducted in the Academy of Distinguished Teachers sponsored by University of Texas at Arlington
    • May  2002 Outstanding Teaching Award sponsored by Computer Science and Engineering
    • Feb  1997 Robert Q. Lee Award sponsored by College of Engineering , University of Texas at Arlington
    • May  1987 Teaching Award sponsored by College of Engineering , University of Texas at Arlington

Support & Funding

Support & Funding

This data is entered manually by the author of the profile and may duplicate data in the Sponsored Projects section.
    • Oct 2019 to Sept 2021 Scalable and Distributed Swarm Motion Planning via Integrated Optimization and Machine Learning sponsored by  -  $233950
      (Funded)
    • May 2015 to Apr 2020 Introduction to Python CSE1309x edX MOOC sponsored by  -  $38392
      Farhad Kamangar (Funded)
    • Sept 2015 to Aug 2017 EAGER: Functional Imitation of Observed Tasks by Co-Robots sponsored by  -  $139968
      (Funded)
    • Aug 2012 to Aug 2017 Graduate Assistance in Areas of National Need - Educating Health Informatics Researchers at the Computer Science and Engineering Department of the University of Texas at Arlington sponsored by  -  $544420
      (Funded)
    • Sept 2010 to Sept 2015 Health Care and Other Facilites sponsored by  -  $643500
      (Funded)
    • July 2007 to Sept 2011 Teleherence: Monitoring/Increasing Treatment Adherence via Web Telecommunications sponsored by  -  $465942
      (Funded)
    • June 2007 to Aug 2009 PLR: Mesh Networked, Two-Way Personal Locator Radios and Relays sponsored by  -  $264879
      (Funded)
    • Mar 2006 to Aug 2007 Remote Monitoring and Control of Sensor/Actuator Nodes in Cellular Networks sponsored by  -  $85122
      (Funded)
    • Sept 2005 to Aug 2007 Vibration Reduction and Control for Traffic Cameras sponsored by  -  $241508
      Farhad Kamangar (Funded)
    • June 2002 to May 2006 Pervasive Information Communities Organization (PICO): A Framework for Internet Services of the Future sponsored by  -  $426361
      (Funded)
    • Sept 2003 to Aug 2005 Connect - A Personal Remote Messaging and Monitoring Infrastructure to Serve Persons with Disabilities sponsored by  -  $2112530
      (Funded)
    • Sept 1999 to Aug 2000 A Senior Design Project Lab: Platform Independent Remote Data Acquisition and Control Over the Internet sponsored by  -  $24294
      Farhad Kamangar (Funded)

Publications


      2017
      • Journal Article
        Mechanism of accommodation assessed by change in precisely registered ocular images associated with concurrent change in auto-refraction
        [Grzybowski, Andrzej, Schachar, RonaldA, Gaca-Wysocka, Magdalena, Schachar, IraH, Kamangar, FarhadA, Pierscionek, BarbaraK]. Graefe's Archive for Clinical and Experimental Ophthalmology. 256(2), 395--402. "Springer Berlin Heidelberg".
      • Journal Article
        Sclera does not change its shape during accommodation
        [Schachar, RonaldA, Kamangar, FarhadA]. Ophthalmic & Physiological Optics (OPO) The Journal of the College of Optometrists. 37(5), 624--625.

      2013
      • Journal Article
        Image Registration Required for MagneticResonance Imaging Experimentsof Accommodation
        [Schachar, RonaldA., Kamangar, FarhadA]. Investigative Ophthalmology & Visual Science. 54(3), 1857-1858.
      • Journal Article
        Analysis of the Hurst Exponent for M2M Applications
        [Emmons, S., Kamangar, FarhadA]. 3, 112-118.
      • Journal Article
        Evaluating the optimal placement of binary sensors
        [Emmons, S.P., Kamangar, FarhadA]. International Journal of Information Sciences & Techniques. 3(1), 1.

      2011
      • Journal Article
        ARSENIC(III) BIOSORPTION FROM AQUEOUS SOLUTION USING HOLLY, SALLOW AND POPLAR SAWDUST: KINETICS AND EQUILIBRIUM STUDIES
        [Rahmani, AliReza, Samadi, MohamadTaghi, Kamangar, FarhadA]. 20(3),
      • Journal Article
        Computer Vision and Pattern Recognition (CVPR), 2011 IEEE Conference on
        [Cai, X, Nie, F, Huang, Heng, Kamangar, FarhadA].

      2009
      • Journal Article
        Analysis and Development of a Passive Mechanical Vibration Abatement Device for Traffic Monitoring Cameras
        [Fernandez, R., Abolmaali, A., Kamangar, FarhadA, Le, T.]. 135(5), 270-278.
      • Journal Article
        Novel explanation for the shape of the lenticular galaxy bulge and its implication for red spiral galaxy evolution
        [Schachar, R.A., Liao, G.G., Kirby, R.D., Kamangar, FarhadA, Musielak, Z.E., Rosensteel, G.]. 505(2), 613-623.

      2008
      • Journal Article
        To the editor: changes in lens dimensions and refractive index with age and accommodation
        [Schachar, RonaldA, Kamangar, FarhadA, Pierscionek, BarbaraK]. 85(4), 281--282. "LWW".
      • Journal Article
        Unexpected shape changes of encapsulated oblate spheroids in response to equatorial traction
        [Schachar, R.A., Liao, G.G., Kirby, R.D., Kamagar, F., Savoie, J.H., Abolmaali, A., Rosensteel, G.]. 41(49), 495204.

      2007
      • Journal Article
        Author response to,“Comment on ‘Edinger--Westphal and pharmacologically stimulated accommodative refractive changes and lens ciliary process movements in rhesus monkeys’ by LA Ostrin and A. Glasser [Exp. Eye Res. 84 (2)(2007) 302--313.] Ronald A. Schachar, Farhad Kamangar, Barbara K. Pierscionek”
        [Ostrin, LisaA, Glasser, Adrian]. Experimental Eye Research. 85(2), 300--301. "Academic Press".
      • Journal Article
        Edinger-Westphal and pharmacologically stimulated accommodative refractive changes and lens and ciliary process movements in rhesus monkeys
        [Ostrin, LisaA., Glasser, Adrian]. Experimental Eye Research. 84(2), 302-313.
      • Journal Article
        Indoor location tracking using RSSI readings from a single Wi-Fi access point
        [Zruba, GergelyV., Huber, Manfred, Kamangar, FarhadA, Chlamtac, Imrich]. Wireless Networks. 13(2), 221-235.

      2006
      • Journal Article
        Additional controls required for assessing in vivo accommodation (eletter)
        [Schachar, R., Kamnagar, F.].
      • Journal Article
        Comment on the publication" Three-dimensional ultrasound, biomicroscopy environmental and conventional scanning electron microscopy investigations of the human zonula ciliaris for numerical modelling of accommodation” by O. Stachs et al.
        [Schachar, RonaldA, Abolmaali, Ali, Kamangar, FarhadA]. 244(8), 1062--1063. "Springer Berlin/Heidelberg".
      • Journal Article
        Comment on the publication" Three-dimensional ultrasound, biomicroscopy environmental and conventional scanning electron microscopy investigations of the human zonula ciliaris for numerical modelling of accommodation” by O. Stachs et al.
        [Schachar, RonaldA., Abolmaali, Ali, Kamangar, FarhadA]. 244(8), 1062-1063.
      • Journal Article
        Computer image analysis of ultrasound biomicroscopy of primate accommodation
        [Schachar, RonaldA, Kamangar, FarhadA]. 20(2), 226. "Nature Publishing Group".
      • Journal Article
        Proper controls are required for accommodative experiments. eLetters
        [Schachar, R.A., Kamangar, FarhadA]. 31(4),
      • Journal Article
        Proper evaluation of accommodating IOLs
        [Schachar, RonaldA., Kamangar, FarhadA]. 32(1), 4-6.

      2005
      • Journal Article
        A hardware method for functional unit assignment is presented, based on the principle that a functional unit's power consumption is approximated by the switching activity of its inputs. Since computing the Hamming distance of the inputs in hardware is expensive, only a portion of the inputs are examined. Integers often have many identical top bits, due to sign extension, and floating points often...
        [Kamangar, FarhadA, Levine, David, Z\'aruba, Gergely V, Thomas, Renjith, Wu, Jie, Sheng, Li]. The Journal of Supercomputing. 31(1), 101--103.
      • Journal Article
        CONNECT: a personal remote messaging and monitoring system to aid people with disabilities
        [Zruba, Gergely, Kamangar, FarhadA, Huber, Manfred, Levine, David]. IEEE Communications Magazine. 43(9), 101-109.
      • Journal Article
        Mobile agent connection establishment and management (CEMA)—message EXCHANGE for pervasive computing environments
        [Kamangar, FarhadA, Levine, David, Záruba, GergelyV., Thomas, Renjith]. The Journal of Supercomputing. 31(1), 79-99.
      • Journal Article
        No title
        [Chakravarthy, Nikhil, Kamangar, FarhadA].

      2001
      • Journal Article
        No title
        [Chakravarthy, M.Nikhil, Kamangar, FarhadA, Kung, DavidC].

      1999
      • Journal Article
        Instrumentation, Modelling, and Analysis of Dynamic, Distributed Real-time Systems
        [Welch, LonnieR., Shirazi, BehroozA., Ravindran, Binoy, Kamangar, FarhadA]. 2, 105-117.

      1997
      • Journal Article
        An artificial neural network-based controller for the control of induced paralysis using vecuronium bromide
        [Kamangar, FarhadA, Behbehani, Khosrow]. Annals of Biomedical Engineering. 25(6), 1040--1051. "Kluwer Academic Publishers".

      1995
      • Journal Article
        A neural network for pursuit tracking inspired by the fly visual system
        [Missler, JamesM, Kamangar, FarhadA]. 8(3), 463--480. "Pergamon".

      1993
      • Journal Article
        Laplacian and orthogonal wavelet pyramid decompositions in coarse-to-fine registration
        [Allen, RonaldL, Kamangar, FarhadA, Stokely, ErnestM]. 41(12), 3536--3541. "IEEE".

      1992
      • Journal Article
        The image processing handbook The image processing handbook
        [MISSLER, JamesM, Kamangar, FarhadA].

      1991
      • Journal Article
        Introduction to neural and cognitive modeling Introduction to neural and cognitive modeling
        [ANUMOLU, Vivek, BRAY, NormanW, REILLY, KevinD, MISSLER, JamesM, Kamangar, FarhadA].
      • Journal Article
        Performance analysis of image motion analysis algorithms Performance analysis of image motion analysis algorithms
        [MISSLER, JamesM, Kamangar, FarhadA].

      1985
      • Journal Article
        Fundamentals of insect physiology Fundamentals of insect physiology
        [MISSLER, JamesM, Kamangar, FarhadA].

      1984
      • Journal Article
        Photoreception and vision in invertebrates Photoreception and vision in invertebrates
        [MISSLER, JamesM, Kamangar, FarhadA].

      In Process
      • Conference Proceeding
        Class Conditional Alignment for Partial Domain Adaptation
        [Kheirandishfard, Mohsen, Zohrizadeh, Fariba, Kamangar, Farhad]. " ICPR International Conference on Pattern Recognition". Accepted.
      • Conference Proceeding
        Deep Space Network Scheduling via Mixed Integer Linear Programming
        [Sabol, Alex, Kamangar, Farhad, Madani, Ramtin]. "2021 AIAA". Submitted.

      2020
      • Conference Proceeding
        Multi-Level Representation Learning for Deep Subspace Clustering
        [Kheirandishfard, Mohsen, Zohrizadeh, Fariba, Kamnagar, Farhad]. "IEEE Winter Conference on Applications of Computer Vision (WACV)".

      2019
      • Conference Proceeding
        Unsupervised Pose Estimation via Inverse Graphics
        [Jennings, Jason, Kamangar, Farhad]. "6th Annual Conf. on Computational Science & Computational Intelligence CSCI".
      • Conference Proceeding
        Non-smooth Optimization over Stiefel Manifolds with Applications to Dimensionality Reduction and Graph Clustering
        [Zohrizadeh, Fariba, Kheirandishfard, Mohsen, Kamangar, Farhad, Madani, Ramtin]. 1319-1326. "Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence IJCAI".
      • Conference Proceeding
        Class Subset Selection for Partial Domain Adaptation
        [Zohrizadeh, Fariba, Kheirandishfard, Mohsen, Kamangar, Farhad]. "Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)".

      2018
      • Conference Proceeding
        Image Segmentation using Sparse Subset Selection
        [Zohrizadeh, Fariba, Kheirandishfard, Mohsen, Madani, Ramtin, Kamangar, FarhadA]. IEEE Winter Conference on Applications of Computer Vision (WACV). "IEEE Winter Conference on Applications of Computer Vision (WACV)".

      2017
      • Conference Proceeding
        Binarizing Neural Networks by Regularizing Moments
        [Jennings, Jason, Kamangar, FarhadA, ]. "International Conference on Artificial Intelligence ICAI’17".

      2016
      • Conference Proceeding
        Reliability-Based Local Features Aggregation for Image Segmentation
        [Zohrizadeh, Fariba, Kheirandishfard, Mohsen, Ghasedidizaji, Kamran, Kamangar, FarhadA]. International Symposium on Visual Computing. 193-202. "International Symposium on Visual Computing".

      2015
      • Conference Proceeding
        Understanding the Linguistic Characteristics of Network Signaling for the’Internet of Things’ Using n-Grams
        [Emmons, StephenP., Kamangar, FarhadA]. IEEE International Conference on Cloud Engineering (IC2E2015). 219-227. "IEEE International Conference on Cloud Engineering (IC2E2015)".
      • Conference Proceeding
        A multi-modal sparse coding classifier using dictionaries with different number of atoms
        [Shafiee, Soheil, Kamangar, FarhadA, Athitsos, Vassilis]. IEEE Winter Conference on Applications of Computer Vision (WACV’15). 518-525. "IEEE Winter Conference on Applications of Computer Vision (WACV’15)".

      2014
      • Conference Proceeding
        Multimodal sparse representation classification with fisher discriminative sample reduction
        [Shafiee, Soheil, Kamangar, FarhadA, Athitsos, Vassilis, Huang, Junzhou, Ghandehari, Laleh]. IEEE International Conference on Image Processing (ICIP’14),. 5192-5196. "IEEE".
      • Conference Proceeding
        A multi-feature classification approach to detect sleep apnea in an ultrasonic upper airway occlusion detector system
        Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE
        [Shafiee, Soheil, Kamangar, FarhadA, Ghandehari, LalehS. H., Behbehani, Khosrow]. 254-257. "IEEE".
      • Conference Proceeding
        Cluster-based multi-task Sparse Representation for efficient face recognition
        [Shafiee, Soheil, Kamangar, FarhadA, Ghandehari, LalehSH]. 125-128. "Proceedings of IEEE Southwest Symposium on Image Analysis and Interpretation (SSIAI)".
      • Conference Proceeding
        Advancing M2M communications management: A cloud-based system for cellular traffic analysis
        [Ghidini, Giacomo, Emmons, StephenP., Kamangar, FarhadA, Smith, JeffreyO.]. 1-6. "IEEE 15th International Symposium on A World of Wireless, Mobile and Multimedia Networks (WoWMoM)".

      2013
      • Conference Proceeding
        Efficient sparse representation classification using adaptive clustering
        Proceedings of the International Conference on Image Processing, Computer Vision, and Pattern Recognition (IPCV)
        [Shafiee, Soheil, Kamangar, FarhadA, Athitsos, Vassilis, Huang, Junzhou]. 1. "The Steering Committee of The World Congress in Computer Science, Computer Engineering and Applied Computing (WorldComp)".
      • Conference Proceeding
        The role of dictionary learning on sparse representation-based classification
        Proceedings of the 6th International Conference on PErvasive Technologies Related to Assistive Environments
        [Shafiee, Soheil, Kamangar, FarhadA, Athitsos, Vassilis, Huang, Junzhou]. 47. "ACM".

      2011
      • Conference Proceeding
        Heterogeneous image feature integration via multi-modal spectral clustering
        Computer Vision and Pattern Recognition (CVPR), 2011 IEEE Conference on
        [Cai, Xiao, Nie, Feiping, Huang, Heng, Kamangar, FarhadA]. 1977-1984. "IEEE".
      • Conference Proceeding
        Maximum margin multi-instance learning
        Advances in neural information processing systems
        [Wang, Hua, Huang, Heng, Kamangar, FarhadA, Nie, Feiping, Ding, ChrisH.]. 1-9.
      • Conference Proceeding
        Use of RSSI and time-of-flight wireless signal characteristics for location tracking
        Proceedings of the 4th International Conference on PErvasive Technologies Related to Assistive Environments
        [Davies, JoshuaJ., Kamangar, FarhadA, Zaruba, Gergely, Huber, Manfred, Athitsos, Vassilis]. 18. "ACM".

      2010
      • Conference Proceeding
        A system for large vocabulary sign search
        European Conference on Computer Vision
        [Wang, Haijing, Stefan, Alexandra, Moradi, Sajjad, Athitsos, Vassilis, Neidle, Carol, Kamangar, FarhadA]. 342--353.
      • Conference Proceeding
        A System for Large Vocabulary Sign Search.
        ECCV Workshops (1)
        [Wang, Haijing, Stefan, Alexandra, Moradi, Sajjad, Athitsos, Vassilis, Neidle, Carol, Kamangar, FarhadA]. 342-353.
      • Conference Proceeding
        Mixtures of Probabilistic PCA with Missing Data
        [Moradi, Sajad, Kamangar, Farhad, Huang, Heng]. 45-50. "International Conference on Artificial Intelligence and Pattern Recognition (AIPR-10)".

      2008
      • Conference Proceeding
        Technology to Help Patients Adhere to Treatment Plans-A Brief Introduction to the Teleherence Project
        Proceedings of the Biotechnology and Bioinformatics Symposium (BIOT-2008), Arlington, Texas
        [Ramachandran, Divya, Maiti, Anirban, Mwangi, Godfrey, Huber, Manfred, Levine, David, Kamangar, FarhadA, Schoech, Richard, Z\'aruba, GV].

      2006
      • Conference Proceeding
        Computer image analysis of ultrasound biomicroscopy of primate accommodation
        [Schachar, RonaldA., Kamangar, FarhadA]. 20(2), 226.
      • Conference Proceeding
        Optimizing Grid Scheduling Based on Local Cluster Scheduling Policies and Resource Availability.
        GCA
        [Reddy, Tummalapalli, Levine, David, Kamangar, FarhadA, Ranganathan, Nirmal]. 75.

      2005
      • Conference Proceeding
        Adaptive Particle Swarm Optimizer: Response to Dynamic Systems through Rank-based Selection.
        FLAIRS Conference
        [Ahmed, Tauheed, Kamangar, FarhadA]. 258--263.

      2004
      • Conference Proceeding
        Anticipating the future of telematics
        Networking, Sensing and Control, 2004 IEEE International Conference on
        [Smith, Jeremy, Kamangar, FarhadA, Ravi, N., Cowin, G., Shah, K.U.]. 2, 1276-1283. "IEEE".
      • Conference Proceeding
        Monte Carlo sampling based in-home location tracking with minimal RF infrastructure requirements
        Global Telecommunications Conference, 2004. GLOBECOM’04. IEEE
        [Zdruba, G.V., Huber, Manfred, Karnangar, FarhadA., Chlarntac, Imrich]. 6, 3624-3629. "IEEE".
      • Conference Proceeding
        PIRACY-PREVENTION FRAMEWORK FOR SOFTWARE
        [Chakravarthy, NikhilM., Kamangar, FarhadA].
      • Conference Proceeding
        A Generalized Agent-Based Framework for the Optimization of Telematics
        [Kamangar, FarhadA].
      • Conference Proceeding
        SensorLogic – Driving the Future of Telematics
        [Kamangar, FarhadA].

      2003
      • Conference Proceeding
        Distributed Network Monitoring Using Mobile Agents Paradigm.
        PDPTA
        [Kamangar, FarhadA, Levine, David, Zruba, GergelyV., Chitturi, Navakiran]. 951-957.
      • Conference Proceeding
        Interoperability Issues for a Secure Mobile Agent Platform.
        PDPTA
        [Levine, David, Kamangar, FarhadA, Putrevu, Vamsi]. 1663-1668.
      • Conference Proceeding
        Mobile Agents for Pervasive Computing Using a Novel Method of Message Passing.
        PDPTA
        [Levine, David, Thomas, Renjith, Kamangar, FarhadA, Zruba, GergelyV.]. 1380-1386.

      2002
      • Conference Proceeding
        A genetic algorithm based approach for discovering temporal trends using Bayesian networks
        Proceedings of the 6th World Conference on Systemics, Cybernetics, and Informatics, Orlando, FL
        [Novobilski, Andrew, Kamangar, FarhadA].
      • Conference Proceeding
        A genetic algorithm based approach for discovering temporal trends using Bayesian networks
        Proceedings of the 6th World Conference on Systemics, Cybernetics, and Informatics, Orlando, FL
        [Novobilski, Andrew, Kamangar, FarhadA].
      • Conference Proceeding
        A model of cerebral blood flow velocity as a function of mean arterial blood pressure using Kalman filter estimation techniques
        Engineering in Medicine and Biology, 2002. 24th Annual Conference and the Annual Fall Meeting of the Biomedical Engineering Society EMBS/BMES Conference, 2002. Proceedings of the Second Joint
        [Karnangar, F., Masnadi-Shirazi, M.A., Behbehani, Khosrow, Zhang, R., Nazeran, N., Levine, B.D.]. 2, 1339-1340. "IEEE".
      • Conference Proceeding
        Bayesian learning with selective subsets of populations in genetic programming
        Proceedings of The Conference on Smart Engineering System Design: Neural Networks, Fuzzy Logic, Evolutionary Programming, Complex Systems and Data Mining (ANNIE)
        [Novobilski, Andrew, Kamangar, FarhadA]. 2003,
      • Conference Proceeding
        Performance Analysis and Scalability of the ThreadmanTM Thread Manager
        Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications-Volume 2
        [Murthi, Vijay, Kamangar, FarhadA, Levine, David, Marquis, Jeff]. 1004-1009. "CSREA Press".
      • Conference Proceeding
        Quality of Service Primitives for Operating System Support of Multimedia Applications
        Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications-Volume 2
        [Levine, David, Kamangar, FarhadA, Lakshmikantha, ShashiKanth]. 755--759.
      • Conference Proceeding
        A Policy Based Permission Framework for Resource Access in Mobile Agent Systems
        [Kamangar, FarhadA].
      • Conference Proceeding
        A Secure Environment for Agent Server Resources
        [Kamangar, FarhadA].
      • Conference Proceeding
        ECG Compression Using Cardinal Spline Functions
        [Kamangar, FarhadA].
      • Conference Proceeding
        Quality of Service Primitives for Operating System Support of Multimedia Applications
        [Kamangar, FarhadA].
      • Conference Proceeding
        Scalability and Performance Analysis of Multi-Master I2C Protocol in Sensor Networks
        [Kamangar, FarhadA].

      2001
      • Conference Proceeding
        A Multimedia Application using Mobile Agents for Establishing and Managing Streaming Audio Communications.
        International Conference on Internet Computing (1)
        [Levine, David, Pai, Sunil, Kamangar, FarhadA, Yerraballi, Ramesh]. 292-298.
      • Conference Proceeding
        Absolute Percent Error Based Fitness Functions for Evolving Forecast Models.
        FLAIRS Conference
        [Novobilski, Andy, Kamangar, FarhadA]. 591-595.
      • Conference Proceeding
        Design of a Wearable Computing Environment for Distance Education in TeleCampus.
        International Conference on Internet Computing (1)
        [Kamangar, FarhadA, Yerraballi, Ramesh]. 285-291.

      2000
      • Conference Proceeding
        A Two Tiered Cognitive Model for the Forecasting of Time Series Data
        2nd International Symposium on Neural Computation
        [Novobilski, AndrewJ., Kamangar, FarhadA].
      • Conference Proceeding
        Inferencing Bayesian Networks from Time Series Data Using Natural Selection.
        FLAIRS Conference
        [Novobilski, AndrewJ., Kamangar, FarhadA]. 298-302.
      • Conference Proceeding
        Wavelet-Based Removal of the Baseline Wander from Electrocardiography (ECG) Signals
        [Kamangar, FarhadA].

      1999
      • Conference Proceeding
        Geometric feature-based matching in stereo images
        Information, Decision and Control, 1999. IDC 99. Proceedings. 1999
        [Sharghi, SekhavatD., Kamangar, FarhadA]. 65-70. "IEEE".
      • Conference Proceeding
        Geometric feature-based matching in stereo images
        Information, Decision and Control, 1999. IDC 99. Proceedings. 1999
        [Sharghi, SekhavatD., Kamangar, FarhadA]. 65-70. "IEEE".
      • Conference Proceeding
        Quality of service forecasting for distributed, dynamic real-time systems
        Proceedings of the Work-in-Progress Session of the 1999 IEEE Real-time Systems Symposium
        [Cavanaugh, CharlesD., Welch, LonnieR., Kamangar, FarhadA, Shirazi, BehroozA.].
      • Conference Proceeding
        Motion Estimation from a Sequence of Images Using Hopfield Network
        [Kamangar, FarhadA].
      • Conference Proceeding
        Bayesian Networks for Forecasting Financial Markets
        [Kamangar, FarhadA].
      • Conference Proceeding
        Wavelet Analysis for Visualization of Seasonal Patterns in Univariate Time-Series
        [Kamangar, FarhadA].

      1998
      • Conference Proceeding
        Nonlinear time series forecasting: A recurrent neural network approach.
        [Rangadass, Vasudev, Kamangar, FarhadA].
      • Conference Proceeding
        Nonlinear time series forecasting: A recurrent neural network approach.
        [Rangadass, Vasudev, Kamangar, FarhadA].
      • Conference Proceeding
        Planar Curve Representation and Matching.
        BMVC
        [Al-Khaiyat, Maher, Kamangar, FarhadA]. 1-11.
      • Conference Proceeding
        Stereo correspondence using geometric relational matching
        Electronic Imaging’99
        [Sharghi, Sekhavat, Kamangar, FarhadA]. 582-592. "International Society for Optics and Photonics".

      1997
      • Conference Proceeding
        An artificial neural network-based controller for the control of induced paralysis using vecuronium bromide
        [Kamangar, FarhadA, Behbehani, Khosrow]. Annals of Biomedical Engineering. 25(6), 1040.
      • Conference Proceeding
        Pharyngeal wall vibration detection using an artificial neural network
        [Behbehani, Khosrow, Lopez, F., Yen, F-C, Lucas, E.A., Burk, J.R., Axe, J.P., Kamangar, FarhadA]. 35(3), 193-198.

      1995
      • Conference Proceeding
        A neural network for pursuit tracking inspired by the fly visual system
        [Missler, JamesM., Kamangar, FarhadA]. 8(3), 463-480.
      • Conference Proceeding
        Reliability analysis of csp specifications: A new method using petri nets
        Proceedings of AIAA Computing In Aerospace
        [Sheldon, FrederickT., Kavi, KrishnaM., Kamangar, FarhadA]. 28-30.

      1994
      • Conference Proceeding
        An artificial neural network based snore detector
        Engineering in Medicine and Biology Society, 1994. Engineering Advances: New Opportunities for Biomedical Engineers. Proceedings of the 16th Annual International Conference of the IEEE
        [Lopez, F.J., Behbehani, Khosrow, Kamangar, FarhadA]. 2, 1107-1108. "IEEE".

      1993
      • Conference Proceeding
        A Neural Network for Moving Object Detection and Tracking Inspired
        WCNN’93, Portland: World Congress on Neural Networks, July 11-15, 1993, Oregon Convention Center, Portland, Oregon
        [Missler, JamesM.]. 1, "Psychology Press".
      • Conference Proceeding
        Control of lnduced paralysis using recurrent backpropagation neutral network
        Engineering in Medicine and Biology Society, 1993. Proceedings of the 15th Annual International Conference of the IEEE
        [Kamangar, FarhadA, Behbehani, Khosrow]. 281-282. "IEEE".
      • Conference Proceeding
        Laplacian and orthogonal wavelet pyramid decompositions in coarse-to-fine registration
        [Allen, RonaldL., Kamangar, FarhadA, Stokely, ErnestM.]. 41(12), 3536-3541.

      1992
      • Conference Proceeding
        Registration and matching using orthogonal wavelets
        Time-Frequency and Time-Scale Analysis, 1992., Proceedings of the IEEE-SP International Symposium
        [Allen, R.L., Kamangar, FarhadA]. 567-570. "IEEE".
      • Conference Proceeding
        The University of Texas at Arlington Autonomous Aerial Vehicle—An overview
        [Smith, JeffreyO., Black, KlifftonM., Kamangar, FahradA., Fitzer, Jack, Kamangar, FarhadA]. Applied Intelligence. 2(3), 299-320.
      • Conference Proceeding
        Pose Space Search for Address Block Location in Letter Mail
        [Kamangar, FarhadA].

      1991
      • Conference Proceeding
        Symbolic Logic and Backpropagation Neural Networks
        [Kamangar, FarhadA].

      1990
      • Conference Proceeding
        A Local Curvature Operator
        1989 Symposium on Visual Communications, Image Processing, and Intelligent Robotics Systems
        [Kamangar, FarhadA, Stokely, ErnestM.]. 181-192. "International Society for Optics and Photonics".
      • Conference Proceeding
        Modeling of 3-D Depth from 2-D Views by Graphical Interpretation
        1989 Symposium on Visual Communications, Image Processing, and Intelligent Robotics Systems
        [Kamangar, FarhadA, Underwood, Stephen]. 798-805. "International Society for Optics and Photonics".
      • Conference Proceeding
        Performance Analysis of a Neural Network-Based Robot Path Planner
        [Kamangar, FarhadA].

      1989
      • Conference Proceeding
        Efficient implementation of connectionist models on MIMD parallel processors using chordal ring topologies
        Neural Networks, 1989. IJCNN., International Joint Conference on
        [Kamangar, FarhadA, Duderstadt, R.A., Smith, Jeremy]. 588 vol. 2. "IEEE".
      • Conference Proceeding
        Implementing the back-propagation algorithm on the Meiko Parallel Computing Surface
        Proceedings of the International Conference on the Applications of Transputers, Liverpool
        [Kamangar, FarhadA, Duderstadt, RusselA., Smith, JeffreyO.].
      • Conference Proceeding
        Understanding Internal Representations and Generalization Properties in Back-propagation Networks
        [Kamangar, FarhadA].

      1988
      • Conference Proceeding
        Recognition of handwritten numerals using a multilayer neural network
        Proc. US Postal Service Advanced Technology Conf.
        [Kamangar, FarhadA, Cykana, M.J.]. 3, 768-781.
      • Conference Proceeding
        Comparison of ART-1 with Hierarchical Clustering Algorithms
        [Kamangar, FarhadA].
      • Conference Proceeding
        Learning Invariant Features of Handwritten Digits Using ART-1
        [Kamangar, FarhadA].
      • Conference Proceeding
        An Integrated Approach to Handwritten Address Reading
        [Kamangar, FarhadA].
      • Conference Proceeding
        A Neural Network Based Controller for Robotic Manipulators
        [Kamangar, FarhadA].
      • Conference Proceeding
        Designing Local Operators Using Optimal Basis Functions
        [Kamangar, FarhadA].

      1982
      • Conference Proceeding
        Fast algorithms for the 2-D discrete cosine transform
        [Kamangar, FarhadA, Rao, K.R.]. IEEE Transactions on Computers. 31(9), 899-906.

      1981
      • Conference Proceeding
        Interfield hybrid coding of component color television signals
        [Kamangar, FarhadA, Rao, K.]. IEEE Transactions on Communications. 29(12), 1740-1753.
      • Conference Proceeding
        Interframe hybrid coding of NTSC component video signal
        Proc. Nat. Telecommun. Conf.
        [Kamangar, FarhadA, Rao, K.R.]. 53.2. 5.

      1980
      • Conference Proceeding
        Adaptive coding of NTSC component video signals
        NTC’80; National Telecommunications Conference, Volume 2
        [Kamangar, FarhadA, Rao, K.R.]. 2, 36.4. 6.

      2018
      • Abstract
        Promises of Convex Optimization for Training Polynomial Neural Networks
        [Kheirandishfard, Mohsen, Zohrizadeh, Fariba, Alimohammadi, Shahrouz, Madani, Ramtin, Kamangar, Farhad]. "NASA Goddard AI Workshop".

      2016
      • Other
        Natural Scene Image Segmentation Based on Multi-Layer Feature Extraction
        [Zohrizadeh, Fariba, Kheirandishfard, Mohsen, Kamangar, FarhadA]. arxiv article. "arxiv article".

      2013
      • Other
        2013 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
        [IEEE Electrical Insulation Society Staff]. "IEEE".

      2012
      • Other
        Location and tracking system, method and device using wireless technology
        [Zaruba, Gergely, Huber, Manfred, Levine, David, Kamangar, FarhadA].

      2011
      • Other
        System and Method for Service Management
        [Schoech, RichardJ, Zaruba, Gergely, Huber, Manfred, Levine, David, Kamangar, FarhadA].

      2009
      • Other
        Location and tracking system using wireless technology
        [Zaruba, Gergely, Huber, Manfred, Kamangar, FarhadA, Levine, David].

      2005
      • Other
        Software licensing using mobile agents
        [Chakravarthy, Nikhil, Kamangar, FarhadA].

      2001
      • Other
        Policing Encrypted Data Using Mobile Agents
        [Chakravarthy, MNikhil, Kamangar, FarhadA, Kung, DavidC]. "University of Texas at Arlington".

      2008
      • Technical Report
        Vibration Reduction and Control for Traffic Cameras: Technical Report
        [Abolmaali, Ali, Fernandez, Raul, Kamangar, FarhadA, Ramirez, Guillermo, Le, Tri].

Students Supervised

    • Present
      Dissertation Committee Co-Chair
      Jonathan Sabol, (Computer Science and Engineer)
    • Present
      Dissertation Committee Co-Chair
      Farnaz Farahanipad, (Computer Science and Engineer)
      Neural Networks
    • Present
      Dissertation Committee Chair
      William Hunter, (Computer Science and Engineer)
      RNN Neural Networks
    • Present
      Dissertation Committee Chair
      Jason Jennings, (Computer Science and Engineer)
      Neural 3D Renderer
    • Dec 2019
      Dissertation Committee Co-Chair
      Joel Martin, (Computer Science and Engineer)
      Using Property-based Testing, Weighted Grammar-based Generators and a Consensus Oracle to Test Browser Rendering Engines and to Reproduce Minimized Versions of Existing Test Cases
    • Dec 2019
      Dissertation Committee Chair
      Mohsen Kheirandishfard, (Computer Science and Engineer)
      Deep Presentation Learning for Clustering and Domain Adaptation
    • Aug 2019
      Dissertation Committee Chair
      Fariba Zohrizadeh, (Computer Science and Engineer)
      Convex and Non-convex Optimization Methods for Machine Learning
    • May 2018
      Master's Thesis Committee Chair
      Anil Kumar Nayak, (Earth and Environmental Science)
      FACE DETECTION AND RECOGNITION USING MOVING WINDOW ACCUMULATOR WITH VARIOUS DEEP LEARNING ARCHITECTURE
    • May 2015
      Dissertation Committee Chair
      Soheil Shafiee, (Computer Science and Engineer)
      Sparse Representation-based Classification: Towards Efficiency and Accuracy
    • Dec 2014
      Dissertation Committee Chair
      Steve Emmons, (Earth and Environmental Science)
      Discovery of Anomalous Patterns Within Multidimensional Asynchronous Time-Series with an Emphasis on the “Internet of Things”

Courses

      • CSE 6399-002 DISSERTATION
        (Course Id: 102610)
        Fall - Regular Academic Session - 2021
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        (Course Id: 102615)
        Fall - Regular Academic Session - 2021
      • CSE 5368-001 NEURAL NETWORKS
        (Course Id: 102558)
        Fall - Regular Academic Session - 2021 Download Syllabus
      • CSE 6397-002 RESEARCH IN COMPUTER SCIENCE
        (Course Id: 102609)
        Fall - Regular Academic Session - 2021
      • CSE 6399-002 DISSERTATION
        (Course Id: 102610)
        Spring - Regular Academic Session - 2021
      • CSE 6699-002 DISSERTATION
        (Course Id: 102615)
        Spring - Regular Academic Session - 2021
      • CSE 6999-002 DISSERTATION
        (Course Id: 102619)
        Spring - Regular Academic Session - 2021
      • CSE 5368-001 NEURAL NETWORKS
        (Course Id: 102558)
        Spring - Regular Academic Session - 2021
      • CSE 6399-002 DISSERTATION
        (Course Id: 102610)
        Fall - Regular Academic Session - 2020
      • CSE 6699-002 DISSERTATION
        (Course Id: 102615)
        Fall - Regular Academic Session - 2020
      • CSE 5368-001 NEURAL NETWORKS
        (Course Id: 102558)
        Fall - Regular Academic Session - 2020
      • CSE 6697-002 RESEARCH IN COMPUTER SCIENCE
        (Course Id: 102614)
        Fall - Regular Academic Session - 2020
      • CSE 6399-002 DISSERTATION
        (Course Id: 102610)
        Spring - Regular Academic Session - 2020
      • CSE 4391-004 INDIVIDUAL PROJECTS
        (Course Id: 102488)
        Spring - Regular Academic Session - 2020
      • CSE 5368-001 NEURAL NETWORKS
        (Course Id: 102558)
        Spring - Regular Academic Session - 2020 Download Syllabus
      • CSE 6397-002 RESEARCH IN COMPUTER SCIENCE
        (Course Id: 102609)
        Spring - Regular Academic Session - 2020
      • CSE 6697-002 RESEARCH IN COMPUTER SCIENCE
        (Course Id: 102614)
        Spring - Regular Academic Session - 2020
      • CSE 6399-002 DISSERTATION
        (Course Id: 102610)
        Fall - Regular Academic Session - 2019
      • CSE 6699-002 DISSERTATION
        (Course Id: 102615)
        Fall - Regular Academic Session - 2019
      • CSE 7399-002 DOCTORAL DEGREE COMPLETION
        (Course Id: 111647)
        Fall - Regular Academic Session - 2019
      • CSE 4391-004 INDIVIDUAL PROJECTS
        (Course Id: 102488)
        Fall - Regular Academic Session - 2019
      • CSE 5368-001 NEURAL NETWORKS
        (Course Id: 102558 | Xlist Coursepre: CSE | Xlist Coursenum: 4391)
        Fall - Regular Academic Session - 2019 Download Syllabus
      • CSE 6397-002 RESEARCH IN COMPUTER SCIENCE
        (Course Id: 102609)
        Fall - Regular Academic Session - 2019
      • CSE 6697-002 RESEARCH IN COMPUTER SCIENCE
        (Course Id: 102614)
        Fall - Regular Academic Session - 2019
      • CSE 7399-002 DOCTORAL DEGREE COMPLETION
        (Course Id: 111647)
        Summer - Eleven Week - 2019
      • CSE 6699-002 DISSERTATION
        (Course Id: 102615)
        Spring - Regular Academic Session - 2019
      • CSE 5368-001 NEURAL NETWORKS
        (Course Id: 102558)
        Spring - Regular Academic Session - 2019
      • CSE 6397-002 RESEARCH IN COMPUTER SCIENCE
        (Course Id: 102609)
        Spring - Regular Academic Session - 2019
      • CSE 6697-002 RESEARCH IN COMPUTER SCIENCE
        (Course Id: 102614)
        Spring - Regular Academic Session - 2019
      • CSE 6399-002 DISSERTATION
        (Course Id: 102610)
        Fall - Regular Academic Session - 2018
      • CSE 6699-002 DISSERTATION
        (Course Id: 102615)
        Fall - Regular Academic Session - 2018
      • CSE 5368-001 NEURAL NETWORKS
        (Course Id: 102558)
        Fall - Regular Academic Session - 2018 Download Syllabus
      • CSE 6697-002 RESEARCH IN COMPUTER SCIENCE
        (Course Id: 102614)
        Fall - Regular Academic Session - 2018
      • CSE 6699-002 DISSERTATION
        (Course Id: 102615)
        Spring - Regular Academic Session - 2018
      • CSE 5698-002 MASTER'S THESIS II
        (Course Id: 102571)
        Spring - Regular Academic Session - 2018
      • CSE 6697-002 RESEARCH IN COMPUTER SCIENCE
        (Course Id: 102614)
        Spring - Regular Academic Session - 2018
      • CSE 4303-001 COMPUTER GRAPHICS
        (Course Id: 102451)
        Fall - Regular Academic Session - 2017 Download Syllabus
      • CSE 5365-001 COMPUTER GRAPHICS
        (Course Id: 102555)
        Fall - Regular Academic Session - 2017 Download Syllabus
      • CSE 5393-002 DIRECTED STUDY IN COMPUTER SCI
        (Course Id: 102562)
        Fall - Regular Academic Session - 2017
      • CSE 6699-002 DISSERTATION
        (Course Id: 102615)
        Fall - Regular Academic Session - 2017
      • CSE 5368-001 NEURAL NETWORKS
        (Course Id: 102558)
        Fall - Regular Academic Session - 2017 Download Syllabus
      • CSE 6397-002 RESEARCH IN COMPUTER SCIENCE
        (Course Id: 102609)
        Fall - Regular Academic Session - 2017
      • CSE 6697-002 RESEARCH IN COMPUTER SCIENCE
        (Course Id: 102614)
        Fall - Regular Academic Session - 2017
      • CSE 6367-001 COMPUTER VISION
        (Course Id: 102606)
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      • CSE 6699-002 DISSERTATION
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      • CSE 4391-008 INDIVIDUAL PROJECTS
        (Course Id: 102488)
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      • CSE 5398-002 MASTER'S THESIS I
        (Course Id: 102566)
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        (Course Id: 102614)
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      • CSE 4303-001 COMPUTER GRAPHICS
        (Course Id: 102451 | Xlist Coursepre: CSE | Xlist Coursenum: 5365)
        Fall - Regular Academic Session - 2016 Download Syllabus
      • CSE 5365-001 COMPUTER GRAPHICS
        (Course Id: 102555 | Xlist Coursepre: CSE | Xlist Coursenum: 4303)
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      • CSE 5368-001 NEURAL NETWORKS
        (Course Id: 102558)
        Fall - Regular Academic Session - 2016
      • CSE 6397-002 RESEARCH IN COMPUTER SCIENCE
        (Course Id: 102609)
        Fall - Regular Academic Session - 2016
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        (Course Id: 102614)
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      • CSE 5398-002 MASTER'S THESIS I
        (Course Id: 102566)
        Summer - Eleven Week - 2016
      • CSE 6697-002 RESEARCH IN COMPUTER SCIENCE
        (Course Id: 102614)
        Summer - Eleven Week - 2016
      • CSE 6397-002 RESEARCH IN COMPUTER SCIENCE
        (Course Id: 102609)
        Spring - Regular Academic Session - 2016
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      • CSE 5393-002 DIRECTED STUDY IN COMPUTER SCI
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        Fall - Regular Academic Session - 2015
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        Fall - Regular Academic Session - 2015
      • CSE 6697-002 RESEARCH IN COMPUTER SCIENCE
        (Course Id: 102614)
        Summer - Eleven Week - 2015
      • CSE 4303-001 COMPUTER GRAPHICS
        (Course Id: 102451 | Xlist Coursepre: CSE | Xlist Coursenum: 5365)
        Spring - Regular Academic Session - 2015 Download Syllabus
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        (Course Id: 102555 | Xlist Coursepre: CSE | Xlist Coursenum: 4303)
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      • CSE 5365-033 COMPUTER GRAPHICS
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      • CSE 6367-001 COMPUTER VISION
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        (Course Id: 102609)
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        (Course Id: 102615)
        Fall - Regular Academic Session - 2014
      • CSE 1310-004 INTRO COMPUTERS & PROGRAMMING
        (Course Id: 102401)
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      • CSE 1310-009 INTRO COMPUTERS & PROGRAMMING
        (Course Id: 102401)
        Fall - Regular Academic Session - 2014
      • CSE 6397-002 RESEARCH IN COMPUTER SCIENCE
        (Course Id: 102609)
        Fall - Regular Academic Session - 2014
      • CSE 6397-031 RESEARCH IN COMPUTER SCIENCE
        (Course Id: 102609)
        Fall - Regular Academic Session - 2014
      • CSE 6399-002 DISSERTATION
        (Course Id: 102610)
        Summer - Eleven Week - 2014
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        Summer - Eleven Week - 2014
      • CSE 4303-001 COMPUTER GRAPHICS
        (Course Id: 102451)
        Spring - Regular Academic Session - 2014
      • CSE 5365-001 COMPUTER GRAPHICS
        (Course Id: 102555)
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      • CSE 6367-001 COMPUTER VISION
        (Course Id: 102606)
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      • CSE 6399-002 DISSERTATION
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        (Course Id: 102615)
        Spring - Regular Academic Session - 2014
      • CSE 6399-002 DISSERTATION
        (Course Id: 102610)
        Fall - Regular Academic Session - 2013
      • CSE 6699-002 DISSERTATION
        (Course Id: 102615)
        Fall - Regular Academic Session - 2013
      • CSE 1310-004 INTRO COMPUTERS & PROGRAMMING
        (Course Id: 102401)
        Fall - Regular Academic Session - 2013
      • CSE 1310-007 INTRO COMPUTERS & PROGRAMMING
        (Course Id: 102401)
        Fall - Regular Academic Session - 2013
      • CSE 4303-001 COMPUTER GRAPHICS
        (Course Id: 102451)
        Spring - Regular Academic Session - 2013
      • CSE 5365-001 COMPUTER GRAPHICS
        (Course Id: 102555)
        Spring - Regular Academic Session - 2013
      • CSE 5366-001 DIGITAL SIGNAL PROCESSING
        (Course Id: 102556)
        Spring - Regular Academic Session - 2013
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      • CSE 3313-001 INTRO TO SIGNAL PROCESSING
        (Course Id: 102460)
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      • CSE 6397-002 RESEARCH IN COMPUTER SCIENCE
        (Course Id: 102609)
        Fall - Regular Academic Session - 2012
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        (Course Id: 102614)
        Fall - Regular Academic Session - 2012
      • CSE 6697-002 RESEARCH IN COMPUTER SCIENCE
        (Course Id: 102614)
        Summer - Eleven Week - 2012
      • CSE 6397-002 RESEARCH IN COMPUTER SCIENCE
        (Course Id: 102609)
        Spring - Regular Academic Session - 2012
      • CSE 6397-002 RESEARCH IN COMPUTER SCIENCE
        (Course Id: 102609)
        Fall - Regular Academic Session - 2011
      • CSE 4303-001 COMPUTER GRAPHICS
        (Course Id: 102451)
        Spring - Regular Academic Session - 2011
      • CSE 5365-001 COMPUTER GRAPHICS
        (Course Id: 102555)
        Spring - Regular Academic Session - 2011
      • CSE 6699-002 DISSERTATION
        (Course Id: 102615)
        Spring - Regular Academic Session - 2011
      • CSE 5368-001 NEURAL NETWORKS
        (Course Id: 102558)
        Spring - Regular Academic Session - 2011
      • CSE 6397-002 RESEARCH IN COMPUTER SCIENCE
        (Course Id: 102609)
        Spring - Regular Academic Session - 2011
      • CSE 6697-002 RESEARCH IN COMPUTER SCIENCE
        (Course Id: 102614)
        Spring - Regular Academic Session - 2011
      • CSE 6699-002 DISSERTATION
        (Course Id: 102615)
        Fall - Regular Academic Session - 2010
      • CSE 1311-001 INTRO PROGRAMMING ENGRS & SCI
        (Course Id: 110784)
        Fall - Regular Academic Session - 2010
      • CSE 5398-002 MASTER'S THESIS I
        (Course Id: 102566)
        Fall - Regular Academic Session - 2010
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        (Course Id: 102571)
        Fall - Regular Academic Session - 2010
      • CSE 6397-002 RESEARCH IN COMPUTER SCIENCE
        (Course Id: 102609)
        Fall - Regular Academic Session - 2010
      • CSE 6697-002 RESEARCH IN COMPUTER SCIENCE
        (Course Id: 102614)
        Fall - Regular Academic Session - 2010
      • CSE 6397-002 RESEARCH IN COMPUTER SCIENCE
        (Course Id: 102609)
        Summer - Eleven Week - 2010
      • CSE 4303-001 COMPUTER GRAPHICS
        (Course Id: 102451)
        Spring - Regular Academic Session - 2010
      • CSE 5365-001 COMPUTER GRAPHICS
        (Course Id: 102555)
        Spring - Regular Academic Session - 2010
      • CSE 6699-002 DISSERTATION
        (Course Id: 102615)
        Spring - Regular Academic Session - 2010
      • CSE 5398-002 MASTER'S THESIS I
        (Course Id: 102566)
        Spring - Regular Academic Session - 2010
      • CSE 5698-002 MASTER'S THESIS II
        (Course Id: 102571)
        Spring - Regular Academic Session - 2010
      • CSE 6697-002 RESEARCH IN COMPUTER SCIENCE
        (Course Id: 102614)
        Spring - Regular Academic Session - 2010
      • CSE 6366-001 DIGITAL IMAGE PROCESSING
        (Course Id: 102605)
        Fall - Regular Academic Session - 2009
      • CSE 5393-002 DIRECTED STUDY IN COMPUTER SCI
        (Course Id: 102562)
        Fall - Regular Academic Session - 2009
      • CSE 5398-002 MASTER'S THESIS I
        (Course Id: 102566)
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        Fall - Regular Academic Session - 2009

Service to the University

    • 2020 to  Present Committee Member
      CSE Peer Observers of Teaching
    • 2020 to  Present Committee Member
      Senior Design Review Committee
    • 2020 to  Present Committee Member
      UTA Hearing Panel
    • 2014 to  Present Committee Member
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    • 2000 to  Present Committee Member
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    • Past to  2019 Committee Member
      Senior Lecturer Recruiting Committee
    • Past to  2018 Committee Member
      Graduate Curriculum Committee
    • Past to  2000 Committee Member
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