4 citations · 7 across the 10 of their papers we have counts for
10 papers
CITADEL: A Semi-Supervised Active Learning Framework for Malware Detection Under Continuous Distribution Drift
Md Ahsanul Haque, Md Mahmuduzzaman Kamol, Suresh Kumar Amalapuram +2
Android malware detection systems suffer severe performance degradation over time due to concept drift caused by evolving malicious and benign app behaviors. Although recent method…
An AlphaZero-Inspired Approach to Solving Search Problems
Evgeny Dantsin, Vladik Kreinovich, Alexander Wolpert
AlphaZero and its extension MuZero are computer programs that use machine-learning techniques to play at a superhuman level in chess, go, and a few other games. They achieved this…
Uninorm-like parametric activation functions for human-understandable neural models
Orsolya Csiszár, Luca Sára Pusztaházi, Lehel Dénes-Fazakas +3
We present a deep learning model for finding human-understandable connections between input features. Our approach uses a parameterized, differentiable activation function, based o…
A New Kalman Filter Model for Nonlinear Systems Based on Ellipsoidal Bounding
Ligang Sun, Hamza Alkhatib, Boris Kargoll +2
In this paper, a new filter model called set-membership Kalman filter for nonlinear state estimation problems was designed, where both random and unknown but bounded uncertainties…
On Selecting a Conjunction Operation in Probabilistic Soft Logic
Vladik Kreinovich, Chitta Baral
Probabilistic Soft Logic has been proposed and used in several applications as an efficient way to deal with inconsistency, uncertainty and relational representation. In several ap…
Computers Should Be Uniters Not Dividers: A Vision of Computer-Enhanced Happy Future
Alexander Titovets, Philip Mills, Vladik Kreinovich
This manifesto provides a vision of how computers can be used to bring people together, to enhance people's use of their natural creativity, and thus, make them happier.