The proceedings contain 49 papers. The topics discussed include: a comparative study of UML tools;educational web sites accessibility design model;distributed smart camera network and mobile devices;security policy im...
ISBN:
(纸本)9781450306355
The proceedings contain 49 papers. The topics discussed include: a comparative study of UML tools;educational web sites accessibility design model;distributed smart camera network and mobile devices;security policy implementation using connection and event log to achieve network access control;intrusion detection system using honeypots and swarm intelligence;performance evaluation on segmentation methods for medical images;an efficient cloud broker management system;integrated design space exploration based on power-performance trade-off using genetic algorithm;application specific processor vs. microblaze soft core RISC processor: FPGA based performance and CPR analysis;Crank-Nicholson scheme to transient MHD free convective flow through semi-infinite vertical porous plate with constant suction and temperature dependent heat source;and automatic human activity recognition in video using background modeling and spatio-temporal template matching based technique.
The proceedings contain 96 papers. The topics discussed include: case studies on invariant generation using a saturation theorem prover;learning probabilistic description logics: a framework and algorithms;belief merg...
ISBN:
(纸本)9783642253294
The proceedings contain 96 papers. The topics discussed include: case studies on invariant generation using a saturation theorem prover;learning probabilistic description logics: a framework and algorithms;belief merging using normal forms;toward justifying actions with logically and socially acceptable reasons;a complex social system simulation using type-2 fuzzy logic and multiagent system;computing mobile agent routes with node-wise constraints in distributed communication systems;collaborative redundant agents: modeling the dependences in the diversity of the agents' errors;fuzzy case-based reasoning for managing strategic and tactical reasoning in StarCraft;intelligent control of nonlinear dynamic plants using a hierarchical modular approach and type-2 fuzzy logic;no-free-lunch result for interval and fuzzy computing: when bounds are unusually good, their computation is unusually slow;and evaluating probabilistic models learned from data.
The proceedings contain 84 papers. The topics discussed include: music composition based on linguistic approach;a practical robot coverage algorithm for unknown environments;an algorithm for the automatic generation o...
ISBN:
(纸本)3642167721
The proceedings contain 84 papers. The topics discussed include: music composition based on linguistic approach;a practical robot coverage algorithm for unknown environments;an algorithm for the automatic generation of human-like motions based on examples;line maps in cluttered environments;fuzzy cognitive maps for modeling complex systems;semantic representation and management of student models: an approach to adapt lecture sequencing to enhance learning;towards one-class pattern recognition in brain activity via neural networks;real time tracking of musical performances;recognizing dactylogical symbols with image segmentation and a new differentiated weighting scheme;selecting candidate labels for hierarchical document clusters using association rules;recognizing textual entailment using a machine learning approach;detection of different authorship of text sequences through self-organizing maps and mutual information function;and supervised machine learning for predicting the meaning of verb-noun combinations in Spanish.
The proceedings contain 91 papers. The topics discussed include: a parametric interpolation framework for first-order theories;default assumptions and selection functions: a generic framework for non-monotonic logics;...
ISBN:
(纸本)9783642451102
The proceedings contain 91 papers. The topics discussed include: a parametric interpolation framework for first-order theories;default assumptions and selection functions: a generic framework for non-monotonic logics;expressive reasoning on tree structures: recursion, inverse programs, Presburger constraints and nominals;possibilistic minimal models for possibilistic normal programs;a dynamic multi-expert multi-criteria decision making model for risk analysis;an architecture for cognitive modeling to support real-time adaptation and motivational responses in video games;the best genetic algorithm I: a comparative study of structurally different genetic algorithms;WIGA: Wolbachia infection genetic algorithm for solving multi-objective optimization problems;explicit exploration in estimation of distribution algorithms;a massive parallel cellular GPU implementation of neural network to large scale Euclidean TSP;and determination of cardiac ejection fraction by electrical impedance tomography using an artificial neural network.
The proceedings contain 46 papers. The topics discussed include: metagraphs with time-logical restrictions;inference method and tuning of a neuro-fuzzy system with fuzzy inputs on a graphic processor;the problem of po...
The proceedings contain 46 papers. The topics discussed include: metagraphs with time-logical restrictions;inference method and tuning of a neuro-fuzzy system with fuzzy inputs on a graphic processor;the problem of possibility-probability optimization with constraints on the possibility/necessity-probability and probability-possibility/necessity;learning an ontology of text data;development of a system for finding extremist texts;an approach to building a probabilistic model of spreading a social engineering attack between two users;models of explanation in intelligent data analysis;ontological infrastructures for intelligent problem solving;and spatial modeling of resources, events and situations in complex dynamic systems by methods and tools of cognitive semiotics and geoinformatics.
The proceedings contain 52 papers. The topics discussed include: heart rate arrhythmia identification with Internet of things and machine learning;enhancing anti-money laundering protocols: employing machine learning ...
ISBN:
(纸本)9798400718014
The proceedings contain 52 papers. The topics discussed include: heart rate arrhythmia identification with Internet of things and machine learning;enhancing anti-money laundering protocols: employing machine learning to minimize false positives and improve operational cost efficiency;capitalizing the predictive potential of machine learning to detect various stratigraphic units of lunar craters using multi-source lunar exploration data;the probabilistic Tsetlin machine: a novel approach to uncertainty quantification;uncertainty-aware reservoir permeability prediction using Gaussian processes regression and NMR measurements;safe Bayesian optimization with simulation-informed gaussian process for the constraints;and sub-batch update mechanism for component-wise natural gradient descent.
The proceedings contain 44 papers. The topics discussed include: fault diagnosis of telecommunications base station equipments based on neural network;multi-hop graph and synergistic attention convolutional fusion net...
ISBN:
(纸本)9798400712883
The proceedings contain 44 papers. The topics discussed include: fault diagnosis of telecommunications base station equipments based on neural network;multi-hop graph and synergistic attention convolutional fusion network for hyperspectral image classification;fracture parameters inversion of hydraulic fracturing based on deep learning neural network;a method of image interpretation for a new type of calibration target;an image denoising algorithm based on multi-scale residual channel attention network;a rapid recognition method for transformer partial discharge fault patterns based on improved DSCNN;and accurate solution of a mode-superposition inverse problem based on deep learning and particle swarm optimization.
The proceedings contain 34 papers. The topics discussed include: industrial internet service system architecture for the industrial chain collaboration;research on optimization of intelligent stock rack replenishment ...
ISBN:
(纸本)9798400709869
The proceedings contain 34 papers. The topics discussed include: industrial internet service system architecture for the industrial chain collaboration;research on optimization of intelligent stock rack replenishment path based on improved genetic algorithm;exploration of application of industrial Internet integration of circulation links based on identity resolution;research on steel belt elevator technology based on patentometric analysis;exploration and functional optimization of a multi-functional guidance cap;optimal scheduling for integrated energy system via model-based reinforcement learning;research on human posture recognition system using wireless signals based on deep neural networks;and privacy-preserving asynchronous vertically federated learning against batch level label inference attacks.
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