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Vimala Nunavath

Postdoktor

Associate professor II, University of Bergen

 
Kontor:
A4025 ( 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

  • 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. 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. 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. 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.

Sist endret: 13.06.2019 10:06

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