(资源为论文)The paper presents a comparison of available JAVA-based agent development tools (platforms) with respect to the specific requirements of agent-based manufacturing control solutions. We discuss the use of agents, as high-level decision-making
Abstract—Velocity has a non-neglectable influence on the handover delay experienced by a user if the handover is triggered on a radio-signal-measurement (RSM) based handover scheme. Assuming currently used RSM schemes employing signal averaging (low
This paper proposes a novel scheme for video content-based copy identification dedicated to TV broadcast with a reference video database exceeding 1000 hours of video. It enables the monitoring of a TV channel in soft real-time with a good tolerance
The automatic generation of decision trees based on off-line reasoning on models of a domain is a reasonable compromise between the advantages of using a model-based approach in technical domains and the constraints imposed by embedded applications.
This is a graduate-level course designed to give you an overview of the fundamental ideas and results about rational decision making under uncertainty. It deals with the foundations and applications of the decision theory, including utility theory,
The basic operation of Delay Tolerant Mobile Sensor Network (DTMSN) is for pervasive data gathering in networks with intermittent connectivity, where traditional data gathering methods can not be applied. In this paper, an efficient Mobility Predict
Pattern selection methods have been traditionally developed with a dependency on a specific classifier. In contrast, this paper presents a method that selects critical patterns deemed to carry essential information applicable to train those types of
The most sophisticated commonly used methods of risk assessment (used especially in the financial sector) involve building statistical models from historical data. Yet such approaches are inadequate when risks are rare or novel because there is insu
Many important problems involve decision making under uncertainty -- that is, choosing actions based on often imperfect observations, with unknown outcomes. Designers of automated decision support systems must take into account the various sources o
Section I: Brief Introduction on Decision Tree
Decision tree classifiers are attractive models if model interpretability is of our concern. As the name decision tree suggests, we can think of this model as breaking down the data by making decision ba
We propose and experimentally demonstrate a universal and blind polarization-state tracking scheme for M-quadrature amplitude modulation (QAM) signals based on a decision-free radius-directed linear Kalman filter (RD-LKF). The polarization tracking p
This paper presents the two decision-making methods for reconfiguring knowledge meshes (KMs) and selecting the best from several reconfigured KMs in the self-reconfiguration of a knowledgeable manufacturing system (KMS). Based on the fuzzy requiremen
The state-of-the-art 3D High Efficiency Video Coding (3D-HEVC) is an extension of the High Efficiency Video Coding (HEVC) standard dealing with the multi-view texture videos plus depth map format. But current 3D-HEVC with all intra mode prediction le
We present an automatic repeat request (ARQ) free space optical (FSO) system, which consists of a pulse position modulation (PPM) hard decision and an ARQ. The new ARQ’s data error detection is based on a PPM hard decision’s results and can eliminate
