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Vimala Nunavath

Vimala Nunavath

Postdoktor

Associate professor II, University of Bergen

Institutt for informasjons- og kommunikasjonsteknologi >

 

+47 37 23 34 75

+47 905 40 092

Kontor:
N03031 ( Jon Lilletuns vei 9, Grimstad )
Kontortid:
8:30 - 16.00

 

Education

Ph.D          Department of Information and Communication Technology, University of Agder, Norway, 2017. Ph.D thesis: Model-Driven Data Integration for Emergency Response

Professional Experience

10/2018 - Present, Postdoctoral Research Fellow, Center for Artificial Intelligence Research, Department of Information and Communication Technology, University of Agder, Norway.

07/2018 - Present, Associate Professor II, Department of Information Science and Media Studies, University of Bergen, Norway. 

09/2017 - 08/2017, Senior Researcher, Center for Artificial Intelligence Research, Department of Information and Communication Technology, UiA, Norway.

02/2013 - 02/2017, Research Fellow, Intelligent Systems Group, Department of Information and Communication Technology, University of Agder, Norway.

Forskning

Machine learning

Deep learning

Data mining

Bigdata analytics

Disaster management

Semantics

Human-computer Interaction

Data Interoperability

Undervisning

Associate Professor:

Department of Information Science and Media Studies, University of Bergen (2018 - Present)

  • INFO319 - Research Topics in Big Data

Teaching Assistant:

Department of ICT, University of Agder (2014-2016)

  • IKT445-G - Generative programming

Arbeidserfaring

Postdoktor: Universitetet i Agder (Oct. 2018 - present)

Senior Researcher: Universitetet i Agder (Jul. 2017 - Sept.2018)

PhD Stipendiat: Universitetet i Agder (Feb 2013 - Feb. 2017)

Foreleser: Scient Engineering College (Jul. 2006 - Apr. 2007)

 

 

Faglige interesser

Deep learning

Machine learning

Health informatics

Emergency Management

Big data

Human-Computer Interaction

Information systems

Data analytics

Prosjekter

  • eCoach project
  • TELMA (Telemedicine in Agder) project, funded by Norwegian Research council, Norway.
  • PhD project: Model-Driven Data Integration for Emergency Response

Vitenskapelige publikasjoner

  • Gupta, Tanu; Nunavath, Vimala; Roy, Sudip (2019). CrowdVAS-Net: A deep-CNN based framework to detect abnormal crowd-motion behavior in videos for predicting crowd disaster. IEEE International Conference on Systems, Man and Cybernetics (SMC). ISSN: 1062-922X. 2019-Octobers 2877 - 2882. doi:10.1109/SMC.2019.8914152.
  • Nunavath, Vimala; Goodwin, Morten (2019). The Use of Artificial Intelligence in Disaster Management - A Systematic Literature Review. 2019 International Conference on Information and Communication Technologies for Disaster Management (ICT-DM). ISBN: 978-1-7281-4920-2. IEEE conference proceedings. chapter.
  • Dutt, Micheal; Nunavath, Vimala; Goodwin, Morten (2018). A Multi-Layer Feed Forward Neural Network Approach for Diagnosing Diabetes. 11th International Conference on Developments in eSystems Engineering (DeSE). ISBN: 978-1-5386-6712-5. IEEE conference proceedings. KAPITTEL. s 300 - 305.
  • Nunavath, Vimala; Goodwin, Morten; Fidje, Jahn Thomas; Moe, Carl Erik (2018). Deep Neural Networks for Prediction of Exacerbations of Patients with Chronic Obstructive Pulmonary Disease. 19th International Conference on Engineering Applications of Neural Networks. ISBN: 978-3-319-98203-8. Springer Publishing Company. Chapter. s 217 - 228.
  • Albrigtsen, Svein Inge; Imenes, Alexander; Goodwin, Morten; Lei, Jiao; Nunavath, Vimala (2018). Neuroevolution of Actively Controlled Virtual Characters - An Experiment for an Eight-Legged Character. 19th International Conference on Engineering Applications of Neural Networks. ISBN: 978-3-319-98203-8. Springer Publishing Company. 8. s 94 - 105.
  • Nunavath, Vimala; Goodwin, Morten (2018). The Role of Artificial Intelligence in Social Media Big data Analytics for Disaster Management - Initial Results of a Systematic Literature Review. 2018 5th International Conference on Information and Communication Technologies for Disaster Management (ICT-DM). ISBN: 978-1-5386-6638-8. IEEE conference proceedings. chapter.
  • Nunavath, Vimala; Prinz, Andreas (2017). Data sources handling for emergency management: Supporting information availability and accessibility for emergency responders. Lecture Notes in Computer Science (LNCS). ISSN: 0302-9743. 10274 LNCSs 240 - 259. doi:10.1007/978-3-319-58524-6_21.
  • Nunavath, Vimala; Prinz, Andreas; Comes, Tina (2016). Identifying First Responders Information Needs: Supporting Search and Rescue Operations for Fire Emergency Response. International Journal of Information Systems for Crisis Response and Management. ISSN: 1937-9390. 8 (1). s 25 - 46. doi:10.4018/IJISCRAM.2016010102.
  • Nunavath, Vimala; Prinz, Andreas (2017). Liferescue software prototype for supporting emergency responders during fire emergency response: A usability and user requirements evaluation. Lecture Notes in Computer Science (LNCS). ISSN: 0302-9743. 10272 LNCSs 480 - 498. doi:10.1007/978-3-319-58077-7_39.
  • Nunavath, Vimala; Prinz, Andreas; Comes, Tina (2017). Qualitative and Quantitative Study on Videotaped Data for Fire Emergency Response. Leadership, Innovation and Entrepreneurship as Driving Forces of the Global Economy - Proceedings of the 2016 International Conference on Leadership, Innovation and Entrepreneurship (ICLIE). ISBN: 978-3-319-43433-9. Springer Publishing Company. Chapter 13. s 149 - 158.
  • Nunavath, Vimala; Prinz, Andreas (2017). Visualization of Exchanged Information with Dynamic Networks: A Case Study of Fire Emergency Search and Rescue Operation. Advance Computing Conference (IACC), 2017 IEEE 7th International. ISBN: 978-1-5090-1560-3. IEEE Press. chapter. s 281 - 286.
  • Nunavath, Vimala; Prinz, Andreas; Comes, Tina; Radianti, Jaziar (2016). Representing fire emergency response knowledge through a domain modelling approach. NOKOBIT - Norsk konferanse for organisasjoners bruk av informasjonsteknologi. ISSN: 1892-0748. 24 (1).
  • Nunavath, Vimala; Prinz, Andreas (2016). Taking the advantage of smartphone apps for understanding information needs of emergency response teams’ for situational awareness: Evidence from an indoor fire game. Lecture Notes in Computer Science (LNCS). ISSN: 0302-9743. 9733s 563 - 571. doi:10.1007/978-3-319-39513-5_52.
  • Nunavath, Vimala; Radianti, Jaziar; Comes, Tina; Prinz, Andreas (2016). The Impacts of ICT Support on Information Distribution, Task Assignment for Gaining Teams’ Situational Awareness in Search and Rescue Operations. Advances in Signal Processing and Intelligent Recognition Systems: Proceedings of Second International Symposium on Signal Processing and Intelligent Recognition Systems (SIRS-2015) December 16-19, 2015, Trivandrum, India. ISBN: 978-3-319-28658-7. Springer. Chapter. s 443 - 456.
  • Sarshar, Parvaneh; Nunavath, Vimala; Radianti, Jaziar (2015). A Study on the Usage of Smartphone Apps in Fire Scenarios: Comparison between GDACSmobile and SmartRescue apps. Proceedings of the 17th International Conference on Enterprise Information Systems - (Volume 2). ISBN: 978-989-758-097-0. SciTePress. Chapter. s 469 - 474.
  • Nunavath, Vimala; Prinz, Andreas (2015). Norwegian Emergency Management Process by Using Business Process Modeling Notation. 8th IADIS International Conference Information Systems 2015. ISBN: 9789898533333. IADIS Press. Chapter. s 205 - 210.
  • Sarshar, Parvaneh; Nunavath, Vimala; Radianti, Jaziar (2015). On the Usability of Smartphone Apps in Emergencies. Human-Computer Interaction: Interaction Technologies 17th International Conference, HCI International 2015. ISBN: 978-3-319-20915-9. Springer. Chapter. s 765 - 774.
  • Nunavath, Vimala; Prinz, Andreas (2015). Reference Architecture for Emergency Management Operations. 8th IADIS International Conference Information Systems 2015. ISBN: 9789898533333. IADIS Press. Chapter. s 243 - 247.
  • Nunavath, Vimala; Radianti, Jaziar; Comes, Tina; Prinz, Andreas (2015). Visualization of Information Flows and Exchanged Information: Evidence from an indoor fire game. 12th International Conference on Information Systems for Crisis Response and Management. ISBN: 978-82-7117-788-1. ISCRAM. Chapter.
  • Nguyen, Trinh Hoang; Nunavath, Vimala; Prinz, Andreas (2014). Big Data Metadata Management in Smart Grids. Big Data and Internet of Things: A Roadmap for Smart Environments. ISBN: 978-3-319-05028-7. Springer Publishing Company. Kapittel. s 189 - 214.
  • Nunavath, Vimala; Prinz, Andreas (2017). LifeRescue Software Prototype for Supporting Emergency Responders During Fire Emergency Response: A Usability and User Requirements Evaluation. ISBN: 978-3-319-58077-7. Springer, Cham. s -480498.
  • Nunavath, Vimala; Prinz, Andreas (2017). Data Sources Handling for Emergency Management: Supporting Information Availability and Accessibility for Emergency Responders. ISBN: 978-3-319-58524-6. Springer Cham. s -240259.

Ekspertområder

Forskningsgrupper

I sosiale medier

Sist endret: 4.09.2019 15:09