Research output per year
Research output per year
Personal profile
Research interests
My research focuses on Enviromatics, a new research field that aims at devising machine learning methods and mathematical models for better understanding built and natural complex environments. The goal is to harness new machine learning and mathematical models with engineering principles, computing, and networked sensing data analytics for enhancing the efficiency, resiliency, and sustainability of infrastructure and natural systems. This includes topics related to hydro-informatics, atmospheric-informatics, traffic data, structural health, smart infrastructure systems and connected transportation.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Bachelor, B.EMS, Faculty of life sciences
Award Date: 1 Jul 2022
PhD, School of Electrical Engineering, Faculty of Engineering
Award Date: 1 Jul 2009
Master, School of Electrical Engineering, Faculty of Engineering
Award Date: 1 Jul 2004
Bachelor, Faculty of Electrical Engineering, Technion – Israel Institute of Technology, Technion - Israel Institute of Technology
Award Date: 1 Jul 1997
External positions
Faculty, Team Project Chair
Oct 2015 → Sep 2016
Associate Director, Integrated Media Systems Center (IMSC), Viterbi School of Engineering
Oct 2010 → Oct 2011
Postdoctoral Fellow, Department of Industrial Engineering and Operations Research
Oct 2008 → Feb 2011
Keywords
- TA Engineering (General). Civil engineering (General)
- QA75 Electronic computers. Computer science
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Identifiable Solutions to Foreground Signature Extraction from Hyperspectral Images in an Intimate Mixing Scenario
Hollis, J., Raich, R., Kim, J., Fishbain, B. & Kendler, S., 2024, (Accepted/In press) In: IEEE Transactions on Signal Processing. p. 1-16 16 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Urban Air-Quality Estimation Using Visual Cues and a Deep Convolutional Neural Network in Bengaluru (Bangalore), India
Feldman, A., Kendler, S., Marshall, J., Kushwaha, M., Sreekanth, V., Upadhya, A. R., Agrawal, P. & Fishbain, B., 9 Jan 2024, In: Environmental Science and Technology. 58, 1, p. 480-487 8 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Efficient machine learning method for spatio-temporal water surface waves reconstruction from polarimetric images
Ginio, N., Liberzon, D., Lindenbaum, M. & Fishbain, B., May 2023, In: Measurement Science and Technology. 34, 5, 055801.Research output: Contribution to journal › Article › peer-review
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Robust Optimal Operation of Water Distribution Systems
Perelman, G., Ostfeld, A. & Fishbain, B., Mar 2023, In: Water (Switzerland). 15, 5, 963.Research output: Contribution to journal › Article › peer-review
Open Access -
Bradycardia may determine blood-pressure variability: results from real life office measurements of over half a million members of a large health maintenance organization in Israel
Cahan, A., Lerner, U., Fishbain, B. & Bursztyn, M., 1 Dec 2022, In: Blood Pressure Monitoring. 27, p. e6Research output: Contribution to journal › Article › peer-review
Open Access