Generalized swarm intelligence algorithms with domain-specific heuristics
IAES International Journal of Artificial Intelligence (IJ-AI), 2021 <span lang="EN-US">In recent years, hybrid approaches on population-based algorithms are more often applied in industrial settings. In this paper, we present the approach of a combination of universal, problem-free Swarm Intelligence (SI) algorithms with simple deterministic domain-specific heuristic algorithms.
Matrenin, P. +6 more
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A Domain Analysis to Specify Design Defects and Generate Detection Algorithms [PDF]
, 2008 Quality experts often need to identify in software systems design defects, which are recurring design problems, that hinder development\ud and maintenance.
Duchien, Laurence +3 more
core +6 more sources
Video semantic content analysis framework based on ontology combined MPEG-7 [PDF]
, 2007 The rapid increase in the available amount of video data is creating a growing demand for efficient methods for understanding and managing it at the semantic level.
A. Artale +10 more
core +1 more source
Benchmarking Algorithms for Federated Domain Generalization
, 2023 While prior domain generalization (DG) benchmarks consider train-test dataset heterogeneity, we evaluate Federated DG which introduces federated learning (FL) specific challenges. Additionally, we explore domain-based heterogeneity in clients' local datasets - a realistic Federated DG scenario. Prior Federated DG evaluations are limited in terms of the
Bai, Ruqi +2 more
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MCW: A Generalizable Deepfake Detection Method for Few-Shot Learning
Sensors, 2023 With the development of deepfake technology, deepfake detection has received widespread attention. Although some deepfake forensics techniques have been proposed, they are still very difficult to implement in real-world scenarios.
Lei Guan +4 more
doaj +1 more source
Algorithms and complexity for functions on general domains [PDF]
Journal of Complexity, 2020 minor revision; to appear in Journal of ...
openaire +3 more sources
DGA CapsNet: 1D Application of Capsule Networks to DGA Detection
Information, 2019 Domain generation algorithms (DGAs) represent a class of malware used to generate large numbers of new domain names to achieve command-and-control (C2) communication between the malware program and its C2 server to avoid detection by cybersecurity ...
Daniel S. Berman
doaj +1 more source
Survey of Detection Techniques for Domain Generation Algorithm [PDF]
Jisuanji kexueThe C&C server is an intermediate server used by cyber attackers to control bots,and plays a key role in botnet.In order to enhance the concealment of the C&C server,cyber attackers use domain generation algorithms to hide the IP address of C&
WANG Xuxian, HUANG Jinhua, ZHAI You, LI Chu’nan, WANG Yu, ZHANG Yupeng, ZHANG Yipeng, YANG Liqun, LI Zhoujun
doaj +1 more source
An improved approach for automatic process plan generation of complex borings [PDF]
, 2006 The authors are grateful for funding provided to this project by the French Ministry of Industry, Dassault Aviation, Dassault Systemes, and F. Vernadat for his review and recommendations.The research concerns automated generation of process plans using ...
DANTAN, Jean-Yves +3 more
core +6 more sources
Discovery of Nuisance Website Domain Name Generation Based on Domain Name Semantic Information and Similarity [PDF]
Jisuanji gongchengUsing domain name generation technology to identify nuisance website domains offers benefits such as broad coverage, the provision of substantial research data, and timely prevention of dissemination. Existing domain generation algorithms based on domain
YU Jie, ZHAO Chunlei, DONG Guozhong, REN Huaishuo, YOU Wei
doaj +1 more source