534 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- The University of Texas at AustinUS63 papers
- University of MessinaIT62 papers
- Aligarh Muslim UniversityIN61 papers
- Central China Normal UniversityCN61 papers
- Czech Technical University in PragueCZ61 papers
- European Organization for Nuclear ResearchCH61 papers
- Goethe University FrankfurtDE61 papers
- Heidelberg UniversityDE61 papers
- Homi Bhabha National InstituteIN61 papers
- Horia Hulubei National Institute for R and D in Physics and Nuclear EngineeringRO61 papers
- Lawrence Berkeley National LaboratoryUS61 papers
- Sungkyunkwan UniversityKR61 papers
4 papers · 1 filter
Smart Anomaly Detection in Sensor Systems: A Multi-Perspective Review
L. Erhan, M. Ndubuaku, M. Di Mauro +5
Anomaly detection is concerned with identifying data patterns that deviate remarkably from the expected behaviour. This is an important research problem, due to its broad set of ap…
Blessing of dimensionality at the edge
Ivan Y. Tyukin, Alexander N. Gorban, Alistair A. McEwan +2
In this paper we present theory and algorithms enabling classes of Artificial Intelligence (AI) systems to continuously and incrementally improve with a-priori quantifiable guarant…
On-line Building Energy Optimization using Deep Reinforcement Learning
Elena Mocanu, Decebal Constantin Mocanu, Phuong H. Nguyen +4
Unprecedented high volumes of data are becoming available with the growth of the advanced metering infrastructure. These are expected to benefit planning and operation of the futur…
Online Contrastive Divergence with Generative Replay: Experience Replay without Storing Data
Decebal Constantin Mocanu, Maria Torres Vega, Eric Eaton +2
Conceived in the early 1990s, Experience Replay (ER) has been shown to be a successful mechanism to allow online learning algorithms to reuse past experiences. Traditionally, ER ca…