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University Distinguished Professor Jerzy Rozenblit is the Raymond J. Oglethorpe Endowed Chair of electrical and computer engineering and professor of surgery in the UA College of Medicine – Tucson. From 2003 to 2011, he served as department head of ECE. Rozenblit established the Model-Based Design Laboratory with major projects – in design and analysis of complex, computer-based systems, hardware/software co-design, and simulation modeling – and funding from the National Science Foundation, the U.S. Army, Siemens, Infineon Technologies, Rockwell, McDonnell Douglas and NASA. Currently, jointly with the Arizona Surgical Technology and Education Center, he is developing computer-guided training methods and systems for minimally invasive surgery. Rozenblit has been active in professional service in capacities ranging from editorship of Association for Computing Machinery, or ACM; IEEE; and the Society for Computer Simulation Transactions, to program and general chairmanship of major conferences, as well as participation in various university and departmental committees. Further, he co-authored several edited monographs and more than 200 publications. He presently serves as director of the Life-Critical Computing Systems Initiative, a research enterprise intended to improve the reliability and safety of technology in health care and life-critical applications.Show Less
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Courses
- ECBSEngineering of Computer Based Systems
- ECBSEngineering of Computer-Based Systems
- EECIEngineering Ethics and Contemporary Issues
- DMSHTSMDesign, Modeling, and Simulation for High Technology Systems in Medicine
- PAIPrinciples of Artificial Intelligence
- CPEAComputer Programming for Engineering Applications
Grants
- Hormonal Response to Infant Caregiving: A Novel Strategy to Break the Opioid Relapse Cycle During The Postpartum Period
Co-Investigator (COI)
2020
$2.3M
Active - I/UCRC Industry/University Cooperative Research Center for Cloud and Autonomic Computing
Co-Investigator (COI)
2016
$840.3K
Active - I/UCRC: Industry/University Cooperative Research Center for Cloud and Autonomic Computing
Co-Investigator (COI)
2016
$66.0K
Active - I/UCRC: Industry/University Cooperative Research Center for Cloud and Autonomic Computing
Co-Investigator (COI)
2016
$24.6K
Active - Collaborative: Smart Health in the AI and COVID Era
Principal Investigator (PI)
2021
$30.0K
- SCH: INT: Collaborative Research: Computer Guided Laparoscopy Training
Principal Investigator (PI)
2016
$1.1M
- TWC: Small: Time-Centric Modeling of Correct Behaviors for Efficient Non-intrusive Runtime Detection of Unauthorized System Actions
Principal Investigator (PI)
2016
$453.4K
- EAGER: Human-Centric Predictive Analytics of Cyber-Threats: a Temporal Dynamics Approach
Co-Investigator (COI)
2013
$200.0K
- Cybersecurity Collaboratory: Cyberspace Threat Identification, Analysis and Proactive Response
Co-Investigator (COI)
2012
$162.0K
- (ATRAP IV) Asymmetric Threat Response and Analysis Program IV
Principal Investigator (PI)
2010
$1.7M
News
- From connected cars to oil pipelines: Engineering innovators aim to protect 'Internet of Things'
2022
- Undergrad Shifts From Surgical Robotics to Formula One Racing
2020
- I-Squared Awards Honor Inventors, Entrepreneurs, Ecosystem Champions
2018
- How a UA Engineer Stays a Heartbeat Ahead of Hackers
2017
- UA Researcher Gives Surgeons a Guiding Hand
2016
- UA Receives $1.9M Award to Test Computer-Assisted Surgical Training
2016
- The Social Science of Cyberattacks
2013
- Electrical and Computer Engineering Celebrates 100 Years
2010
- Pillars of Excellence Reception to Honor Professors, Students
2010
- Can a Computer Model Prevent a War?
2009
- Regents', University Distinguished Professors Inducted
2009
- $2.2 Million Grant Calls for Designing Computer Software to Predict the Unpredictable
2007
- UA Engineers Building Smart Vehicle with Urban Challenge Team
2006
- CrossTalk: UA Electronic Percussion Group in Concert May 6
2006
- Brian Ten Eyck Named Associate Director of Research Support
2005
- UA ECE Gets $1 Million to Fight Cyberspies With Bio-Mimicking Software
2005
- Rozenblit Takes Over as Head of ECE
2004
- Jerzy Rozenblit Named Head of Electrical and Computer Engineering
2004
- Rozenblit Develops Ties with Cracow University Through Fulbright Program
2004
- Rozenblit Takes Over as Interim Head of ECE
2003
- UA Federal Relations Hosts Congressional Staffers for 'Defense Tour'
2003
- Software Helps Commanders to Quickly Analyze Battlespace Situations
2002
- UArizona reports record number of inventions
Publications (249)
Recent
- Optimal solving of a scheduling problem using quantum annealing metaheuristics on the D-Wave quantum solver
2023
- Intelligent Video Analytics for Human Action Recognition: The State of Knowledge
2023
- Capnography derived breath variability analysis feasibility and its importance for pulmonary embolism prediction
2023
- Reference Datasets for Analysis of Traditional Japanese and German Martial Arts
2022
- 1-NN learning on Hanan sets
2022
- A Novel Approach to Continuous Heart Rhythm Monitoring for Arrhythmia Detection
2022
- FIRE: A Finely Integrated Risk Evaluation Methodology for Life-Critical Embedded Systems
2022
- MP10-01 Enhancing Training by Using Mixed Reality Rendering in Laparoscopic Surgery Training
2021
- Mimicking Learning for 1-NN Classifiers
2021
- People Lifting Patterns—A Reference Dataset for Practitioners
2021
- Neural Networks Classification for Training of Five German Longsword Mastercuts - A Novel Application of Motion Capture: Analysis of Performance of Sword Fencing in the Historical European Martial Arts (HEMA) Domain
2021
- An Adaptive Force Guidance System for Computer-Guided Laparoscopy Training
2021
- A Framework for Secure Data Management for Medical Devices
2020
- Simulation-based Surgical Training Systems in Laparoscopic Surgery: A Current Review
2020
- A Fuzzy Reasoning System for Computer-Guided Laparoscopy Training
2020
- An object state estimation for the peg transfer task in computer-guided surgical training
2020
- Weakly Semi-Supervised Joint Semantic Understanding for Segmentation and Depth Estimation
2020
- A Light-Weight Monocular Depth Estimation With Edge-Guided Occlusion Fading Reduction
2020
- Biomimetic Middleware Design Principles for IoT Infrastructures
2020
- SAFES: A Software-based Architecture for Ensuring Security and Resilience in Medical Device Design
2020
- Proficiency based planner for safe path planning and applications in surgical training
2019
- Single shot state detection in simulation-based laparoscopy training
2019
- Enabling Design of Middleware for Massive Scale IOT-based Systems
2019
- Multimodal graph analysis of cyber attacks
2019
- Enhancing a laparoscopy training system with augmented reality visualization
2019
- Proofs of Physical Reliability for Cloud Storage Systems
2019
- Special issue on recent advances in data driven modeling \ soft computing
2019
- Motion Capture Analysis Supporting Lifting Technique Optimization for Occupational Safety Diagnosis
2019
- Learning what we don't care about: Anti-training with sacrificial functions
2019
- When hollywood inspires medicine: new concepts in the design and architecture of medical simulation facilities to support inter-professional healthcare education and training
2019
- Resilient Security of Medical Cyber-Physical Systems
2019
- Self-supervised correlational monocular depth estimation using resvgg network
2019
- Edge-Guided Occlusion Fading Reduction for a Light-Weighted Self-Supervised Monocular Depth Estimation
2019
- Collaborative Activities in Virtually-Based Training for Minimally Invasive Surgery Between the University of Arizona and Wroclaw University of Technology
2018
- 24/7 Model of Collaborative Engineering
2018
- Vitae Summary: Contributions of Prof. Klempous
2018
- Trustworthy multi-modal framework for life-critical systems security
2018
- Image-based object state modeling of a transfer task in simulated surgical training
2017
- A simulation-based assessment system for computer assisted surgical trainer
2017
- Waypoint-to-waypoint energy-efficient path planning for multi-copters
2017
- Our Early Experience Concerning an Assessment of Laparoscopy Training Systems
2017
- Subcomponent Timing-Based Detection of Malware in Embedded Systems
2017
- Probabilistic threat detection for risk management in cyber-physical medical systems
2017
- Composite risk modeling for automated threat mitigation in medical devices
2017
- Safety-assured offline-online path planning with reduced storage requirements in simulated surgical training
2017
- Laparoscopic instrument tip position estimation for visual and haptic guidance in the computer assisted surgical trainer
2017
- Augmented reality visual guidance for spatial perception in the computer assisted surgical trainer
2017
- Classification of Triage Email Using Email Ranking and Fuzzy Inference Systems
2017
- Building a research program at an American university: strategies for sustainable success
2017
- Models and Methods for a High Autonomy, Self-Improving Surgical Training System
2017
- Security Scores for Medical Devices.
2016
- A haptic guidance system for Computer-Assisted Surgical Training using virtual fixtures
2016
- Assessment of education process management
2016
- Proceedings of the Modeling and Simulation in Medicine Symposium
2016
- Learning using anti-training with sacrificial data
2016
- Modeling of a transfer task in computer assisted surgical training
2016
- Security challenges for medical devices
2015
- Prototyping a laparoscopic skill trainer based on virtual reality and image processing
2015
- Comprehensive Diligence for Information Security Response
2015
- Haptic guidance with fuzzy control in simulation-based surgical training
2015
- MSM'15 chairs' message
2015
- THE 4TH INTERNATIONAL WORKSHOP ON INNOVATIVE SIMULATION FOR HEALTH CARE
2015
- A multiresolution approach for optimal defense against random attacks
2015
- Models in healthcare simulation: typology and security issues.
2015
- Cardiac arrhythmia visualization in a virtual heart for electrophysiology education
2014
- A predictive analytics toolbox for medical applications
2014
- The comparison of high definition versus stereoscopic display on standardized fundamental laparoscopic skill procedures
2014
- Performance assessment and optimization of motion planning in a surgical trainer for potential space applications
2014
- The computer assisted surgical trainer: design, models, and implementation
2014
- Movement analysis in laparoscopic surgery training
2014
- An optimal motion planning method for computer-assisted surgical training
2014
- Augmented reality visualization for computer assisted surgical training
2013
- Board 535-Technology Innovations Abstract A Hybrid Approach to Computer-Guided Laparoscopy Training: Combining Haptic Feedback and Augmented Reality (Submission\# 428)
2013
- Proceedings of the 20th IEEE International Conference and Workshop on the Engineering of Computer Based Systems,
2013
- International workshop on Cyber-Physical Systems
2013
- Representation (KAR) for Design Model Development
2012
- Educational technologies for precollege engineering education
2012
- Decision support using deterministic equivalents of probabilistic game trees
2012
- Technical realization of the optimal motion planning method for minimally invasive surgery
2012
- Knowledge-Based Simulation Environment Techniques A Manufacturing System Example
2012
- On the Extraction and Analysis of a Social Network with Partial Organizational Observation
2012
- Queral Networks: Toward an Approach for Engineering Large Artificial Neural Networks
2011
- First experiences with eBlocks as an assistive technology for individuals with autistic spectrum condition
2011
- Hardware/software communication middleware for data adaptable embedded systems
2011
- ASME vision 2030: Helping to inform mechanical engineering education
2011
- Knowledge elicitation for performance assessment in a computerized surgical training system
2011
- Adaptive Tracking in Energy Sensitive Distributed Wireless Sensor Networks.
2011
- Models and techniques for computer aided surgical training
2011
- Adapting Engineering Education to Resource-Constrained Middle Schools: Teaching Methodologies and Computing Technologies
2010
- A non-numerical predictive model for asymmetric analysis
2010
- A computerized assessment to compare the impact of standard, stereoscopic, and high-definition laparoscopic monitor displays on surgical technique
2010
- Text analysis and entity extraction in asymmetric threat response and prediction
2010
- A Distributed Computing Framework for Parallelization of Coevolution in Multi-sided Conflicts
2009
- Agent-based simulation in market and production system
2009
- Safety oriented laparoscopic surgery training system
2009
- Defining spatial regions in computer-assisted laparoscopic surgical training
2009
- Computer assisted surgical training: Concepts, foundations, and modelbased techniques
2009
- Wavelet amendment of polynomial models in Hammerstein systems identification
2009
- Fuzzy logic-based performance assessment in the virtual, assistive surgical trainer (VAST)
2008
- A novel interaction method for laparoscopic surgery training
2008
- Computer-guided laparoscopic training with application of a fuzzy expert system
2008
- A hybrid view in a laparoscopic surgery training system
2007
- Design of a wireless sensor network based automatic light controller in theater arts
2007
- Motion Planning System for Minimally Invasive Surgery
2007
- Alert fusion for a computer host based intrusion detection system
2007
- Modeling and Simulation of Course of Action (COA) Consequences in Stability and Support Operations
2007
- Design for a patient-centric medical information system using XML web services
2007
- Proceeding-14th Annual IEEE International Conference and Workshops on the Engineering of Computer-Based Systems, ECBS 2007: Raising Expectations of Computer-Based Systems: Foreword
2007
- Behavior analysis-based learning framework for host level intrusion detection
2007
- An event-driven architecture for fine grained intrusion detection and attack aftermath mitigation
2007
- Hardware/software partitioning using bayesian belief networks
2007
- Dynamic decision support in the advanced tactical architecture for combat knowledge system
2006
- An improvement of energy aware routing in wireless sensors network
2006
- Assessment of the quality of teaching and learning based on data driven evaluation methods
2006
- A multi-modality framework for energy efficient tracking in large scale wireless sensor networks
2006
- Preface: welcome to I3M 2006
2006
- Visualization tools to adapt to complex military environments
2006
- Surgical training and performance assessment using a motion tracking system
2006
- A hybrid intrusion detection and visualization system
2006
- An asymmetric multi-agent learning model and its simulation analysis
2006
- 24/7 software development in virtual student exchange groups: Redefining the work and study week
2006
- Adaptive tracking in distributed wireless sensor networks
2006
- Multi-agent learning model with bargaining
2006
- Simulation model of the logistic distribution in a medical oxygen supply chain
2005
- A new framework for power estimation of embedded systems
2005
- Automating test generation for discrete event oriented embedded systems
2005
- \^} Department of Electrical and Computer Engineering The University of Arizona Tucson, AZ 85721-0104, USA\^{ Department of Electrical Engineering and Computer Science
2005
- Cognitive computing: Principles, architectures, and applications
2005
- Embedded system engineering using C/C++ based design methodologies
2005
- Decision support system using data warehousing and on-line analytical processing technologies
2005
- A framework for sensor management in wireless and heterogeneous sensor network
2005
- Proceedings-12th IEEE International Conference and Workshop on the Engineering of Computer-Based System, ECS: Foreword
2005
- Level-of-detail based modeling of object movement in tracking and surveillance system
2005
- Performance analysis of embedded systems in the virtual component co-design environment
2004
- Network virtual laboratory for external devices programming
2004
- Modeling and simulation of stability and support operations (saso)
2004
- A coevolutionary approach to course of action generation and visualization in multi-sided conflicts
2003
- A hybrid architecture for visualization and decision making in battlespace environments
2003
- Knowledge base for evidence based medicine with bioinformatics components
2003
- Formal Specifications of Computer-Based Systems J. UCS Special Issue
2003
- Multilevel testing for design verification of embedded systems
2002
- Formal Specifications of Computer-Based Systems
2002
- Refinement of model specifications in embedded systems design
2002
- Multi-agent approach to decision support in advanced tactical architecture for combat knowledge system (atacks)
2002
- Looking back, moving forward [integrated engineering]
2001
- Intelligent decision support of support and stability operations (SASO) through symbolic visualization
2001
- Modeling Framework
2001
- System design is an NP-complete problem
2001
- Synthesis of high-level requirements models for automatic test generation
2001
- Conflict management in multiagent robotic system: FSM and fuzzy logic approach
2001
- The Wireless Data Acquisition System for Flood Control and Water Management
2000
- Discrete event system specification (DEVS) and statemate statecharts equivalence for embedded systems modeling
2000
- Common object request broker architecture (CORBA)-based security services for the virtual radiology environment
2000
- Improving software on-time delivery: an investigation of project delays
2000
- Automated validation of system requirements for embedded systems design
2000
- Automating test generation for discrete event oriented real-time embedded systems
2000
- Meta-Manager for the Virtual Radiology Environment in the Great Plains Regional Command
2000
- An embedded system's design verification using object-oriented simulation
1999
- Automatic test case generation from requirements specifications for real-time embedded systems
1999
- Virtual management of radiology examinations in the virtual radiology environment using common object request broker architecture services
1999
- Meta-Manager: a requirements analysis
1999
- Multiagent approach to control and synchronization of teleeducation in open distributed environment
1999
- Situation assessment and decision making integrated into the process centered environment
1999
- Towards an integrated, model-based codesign environment
1999
- Model-based workcell task planning and control
1998
- A Prototyping Environment for Model-Based Codesign
1998
- Model-based codesign
1998
- Framework for hardware/software partitioning utilizing Bayesian belief networks
1998
- Concepts for computer assisted engineering process management
1997
- Process and systems complexity
1997
- Engineering or Computer-Based Systems
1997
- Integrative, model-based engineering design
1997
- Weighted jackknife-after-bootstrap: a heuristic approach
1997
- Toward synergistic engineering of computer systems
1997
- System theoretical approach to control and synchronization of teletraining in open distributed environment
1997
- System engineering based design and control of teletraining sessions in an open environment
1997
- The advanced battlefield architecture for tactical information selection (ABATIS)
1997
- Constraining Choice of Alternative Designs Through Knowledge-Based Reduction
1997
- Towards an application of model-based codesign: an autonomous, intelligent cruise controller
1997
- System theoretical approach to control and synchronization of teleeducation in open distributed environment
1997
- ATTN: AMSRL-HR-MY
1997
- Integration of design modeling techniques: Operations Automation Systems scenario
1996
- VLSI interconnect design automation using quantitative and symbolic techniques
1996
- Concepts for Computer Aided Support of Complex Engineering Projects
1996
- A knowledge-based simulation environment for hierarchical flexible manufacturing
1996
- Codesign: an overview
1995
- 1085 International Symposium and Workshop on Systems Engineering of Computer Based Systems
1995
- Projection-based knowledge representation for concurrent engineering
1995
- Engineering of Computer-Based Systems: Current Status and Technical Activities
1995
- Modular, hierarchical modeling concepts for support of heterogeneous systems design
1995
- Complexity of the system design problem
1995
- Generation, control, and simulation of task level actions based on discrete event models
1994
- The system design problem is np-complete
1994
- A computer-aided design framework for modeling and simulation of VLSI interconnections and packaging
1994
- Index of Authors Alayon F 357 Albertos P 118 Anaya A 96
1994
- An approach to object-oriented modeling and performance evaluation
1994
- A knowledge-based simulation environment for the early design of multichip modules
1994
- Decision support, planning, and data management of complex, discrete event systems
1993
- An integrated system for design automation of VLSI interconnects and packaging
1993
- An environment for automatic system performance evaluation
1993
- Integrating systems formalisms: How object-oriented programming supports CAST for intelligent systems design
1993
- Representing and constructing system specifications using the system entity structure concepts
1993
- Virtual process design techniques for intelligent manufacturing
1993
- CAST tools for intelligent control in manufacturing automation
1993
- Reduction of signal delay and crosstalk in electronic packages using expert system techniques
1993
- Development of chip model library for the computer-aided analysis of electronic packages
1993
- Intelligent design automation of VLSI interconnects
1992
- Achieving Autonomy Through Design
1992
- Towards Design and Control of High Autonomy Manufacturing Systems
1992
- Design for autonomy: An overview
1992
- Integrated knowledge representation and management in simulation-based design generation
1992
- Simulation Modeling in Factory Layout Optimization
1992
- Automatic simulation of a robot program for a sequential manufacturing process
1992
- Electrical Performance Evaluation for Multichip Assemblies Using Knowledge-based Approach
1992
- Architectures for distributed knowledge processing
1991
- Automatic robot programming by CAST
1991
- Experimental frame specification methodology for hierarchical simulation modeling
1991
- Simulation-based planning of robot tasks in flexible manufacturing
1991
- Rule-based generation of model structures in multifaceted modeling and system design
1991
- Reducing the validation bottleneck with a knowledge-based, distributed simulation environment
1991
- Modeling and System Design
1991
- An integrated framework for knowledge-based modeling and simulation of natural systems
1991
- Knowledge acquisition based on explicit representation
1991
- DEVS-scheme simulation of stream water quality
1990
- Knowledge-based design and simulation environment (KBDSE): Foundational concepts and implementation
1990
- Towards a VLSI packaging design support environment (PDSE); concepts and implementation
1990
- Case studies of design methodologies: a survey
1990
- Knowledge-based simulation design methodology. A flexible test architecture application
1990
- Simulation modeling in design generation and solution
1990
- Packaging design support environment-a simulation system for analysis of VLSI interconnects
1990
- The role of knowledge management in hierarchical model development
1989
- Hierarchical, modular modelling in DEVS-scheme
1989
- Computer Aided Systems Theory and Knowledge-Based System design and simulation; directions to explore
1989
- FRASES. A knowledge representation scheme for engineering design
1989
- Computer aided design system for VLSI interconnections
1989
- An integrated, entity-based knowledge representation scheme for system design
1989
- Towards an implementation of a knowledge-based system design and simulation environment
1988
- Design and modeling concepts
1988
- Systems theory instrumented simulation modeling
1988
- Design of a simulation environment for laboratory management by robot organizations
1988
- Towards automatic generation of experimental frames in simulation-based system design.
1988
- Constraint-driven generation of model structures
1987
- A CONCEPTUAL BASIS FOR INTEGRATED, MODEL-BASED SYSTEM DESIGN (SIMULATION, EXPERT SYSTEM).
1987
- Entity-based structures for model and experimental frame construction
1986
- Knowledge-based design of LANs using system entity structure concepts
1986
- Concepts for knowledge-based system design environments
1985