the proceedings contain 186 papers. the topics discussed include: process optimum design;a two-stage technique to improve intrusion detection systems based on data mining algorithms;influence of capacity variation to ...
ISBN:
(纸本)9781467358149
the proceedings contain 186 papers. the topics discussed include: process optimum design;a two-stage technique to improve intrusion detection systems based on data mining algorithms;influence of capacity variation to regulate voltage quality for doubly fed induction generator;solving resource-constrained project scheduling problem by a genetic local search approach;a qualitative modeling and simulation method based on cloud model;optimal control approach developed to four-wheel active steering vehicles;benchmarking dynamic Bayesian network structure learning algorithms;proposing a new mathematical formulation for modeling costs in a p-hub center problem;pseudo bond graph model of a thermo-hydraulic system;a new method for improving particle swarm optimization algorithm (TriPSO);heuristics approaches for the industrial storage problem;and nonsmooth Newton's method for positive semi definite solution of nonlinear matrix.
the proceedings contain 66 papers. the topics discussed include: learning from imprecise and fuzzy data - on the notion of data disambiguation;information fusion - an appealing avenue for robust knowledge discovery in...
ISBN:
(纸本)9789898565778
the proceedings contain 66 papers. the topics discussed include: learning from imprecise and fuzzy data - on the notion of data disambiguation;information fusion - an appealing avenue for robust knowledge discovery in multi-source environments;a new methodology for mitigation of lava flow invasion hazard - morphological evolution of protective works by parallel genetic algorithms;model complexity control in straight line program genetic programming;performance and scalability of particle swarms with dynamic and partially connected grid topologies;incorporating user preferences in many-objective optimization using relation epsilon-preferred;EvoGUITest - a graphical user interface testing framework based on evolutionary algorithms;use of GCF aesthetic measure in the evolution of landscape designs;acquiring method for agents' actions using pheromone communication between agents;and chaotic quantum-behaved particle swarm optimization approach applied to inverse heat transfer problem.
the proceedings contain 19 papers. the topics discussed include: bacterial colony counter using different image processing algorithms;detection of facial expressions based on three feature points using image processin...
ISBN:
(纸本)9798350386363
the proceedings contain 19 papers. the topics discussed include: bacterial colony counter using different image processing algorithms;detection of facial expressions based on three feature points using image processing with artificial neural networks;YOLO-based helmet detection system for safety compliance in oil and gas industry;virtual sample generation using conditional adversarial network with latent spaces as noise inputs;IoT integrated conveyor centralized system;weighted subgraph knowledge distillation for graph model compression;bacterial colony counter using different image processing algorithms;detection of facial expressions based on three feature points using image processing with artificial neural networks;and verifying the effectiveness of using virtual characters for the promotion of a university department.
the conference materials contain 95 papers. the topics covered include artificial neural networks;artificial intelligence (AI) algorithms;AI and object-oriented systems;AI and software engineering;knowledge base archi...
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ISBN:
(纸本)0818642009
the conference materials contain 95 papers. the topics covered include artificial neural networks;artificial intelligence (AI) algorithms;AI and object-oriented systems;AI and software engineering;knowledge base architectures;machine learning;reasoning under uncertainty, fuzzy logic;expert systems and environments;natural language processing;logic and intelligent databases;parallel processing and hardware support.
the proceedings contain 37 papers. the topics discussed include: a qualitative framework for analyzing homeostasis in gene networks;knowledge-based subtractive integration of mRNA and miRNA expression profiles to diff...
ISBN:
(纸本)9789897580123
the proceedings contain 37 papers. the topics discussed include: a qualitative framework for analyzing homeostasis in gene networks;knowledge-based subtractive integration of mRNA and miRNA expression profiles to differentiate myelodysplastic syndrome;empirical study of domain adaptation with na?ve bayes on the task of splice site prediction;a novel feature generation method for sequence classification - mutated subsequence generation;uneven distribution of potential triplex sequences in the human genome - in silico study using the R/bioconductor package triplex;Bayesian prognostic model for genomic discovery in bipolar disorder;search of possible insertions in bacterial genes;towards a large integrated model of signal transduction and gene regulation events in mammalian cells;and impact of single amino acid substitution upon protein structure.
the proceedings contains 57 papers from the Fifthinternationalconference on Artificial Neural Networks. Topic discussed include: training algorithms;maximum-likelihood procedure;theory of linear smoothers;probabilit...
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the proceedings contains 57 papers from the Fifthinternationalconference on Artificial Neural Networks. Topic discussed include: training algorithms;maximum-likelihood procedure;theory of linear smoothers;probability density estimation;visual feature extraction model;quadtree based image coding;seasonal time series prediction;resource allocating network;long term iterated time series prediction;static partitioned mixture distribution networks;autoencoder theory;data visualization;bootstrap technique;Bayesian labelling;complex transmission systems;distortion equalized fuzzy learning algorithms;multiarm robots;Boolean associative memory;neuronal stochasticity;neural relaxation technique;and adaptive educational toys.
the interactive experience of virtual scenes is a computer-generated virtual scene. this virtual scene allows users to temporarily detach from reality, immerse themselves in it and interact withthe objects in the sce...
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ISBN:
(纸本)9781450384148
the interactive experience of virtual scenes is a computer-generated virtual scene. this virtual scene allows users to temporarily detach from reality, immerse themselves in it and interact withthe objects in the scene. this is conducive to mobilizing the user's enthusiasm to use, while adding a touch of comfort to the traveler in the tired journey, will experience a different fun from the real life. At the same times, this scenario will also allow the user to experience it in a way that will also inspire or connect withthe mind. the two scenes selected for this project are "porthole" and "listening, moving in the sky". the first scene does not change the interaction between the user and the screen, and enables the user to experience the scenic spots of chinese distinctive cultural heritage and traditional culture, and in the age of the internet, it reflects chinese friendliness to people all over the world, and at the same time better spreads and protects chinese traditional culture. the second landscape allows children to experience the feeling of stepping into the sky in the game, reducing the anxiety brought to children by long waiting time, and the interaction of the connection between the speaker and the horn can effectively promote the communication between children.
the paper presents a solution for improving the performance of power generation in a distributed energy resources (DER) microgrid as component of a power Smart Grid (SG). the requirements for voltage regulation are ac...
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ISBN:
(纸本)9781538650653
the paper presents a solution for improving the performance of power generation in a distributed energy resources (DER) microgrid as component of a power Smart Grid (SG). the requirements for voltage regulation are accomplished by algorithms running on an IoT platform. the microgrid state information is obtained via an IoT communication infrastructure allowing acquisition from wireless sensor networks included in the Advanced Metering Infrastructure of SG. In order to avoid uncertainty in measurements, an optimization algorithm based on a Kalman filtering method is used. the experimental results confirm that the use of the IoT platform is beneficial for microgrid power quality control because helps in reducing the internet bandwidth and latency for immediate control action.
Identification of a final state after red a test is one of the fundamental testing problems for discrete event systems and synchronizing sequences represents a conventional solution to this problem. In this paper, we ...
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ISBN:
(纸本)9781538650653
Identification of a final state after red a test is one of the fundamental testing problems for discrete event systems and synchronizing sequences represents a conventional solution to this problem. In this paper, we consider systems modeled by a special class of synchronized Petri nets, called 1-place-unbounded, that contain a single unbounded place. the infinite reachability spaces of such nets can be characterized by two types of finite graphs, called improved modified coverability graph and weighted automata with safety conditions. In case these two finite graphs are deterministic, we develop novel computation algorithms for synchronizing sequences for this class of nets by decomposing the finite graphs into strongly connected components.
the home health care routing and scheduling problem (HHCRSP) consists in assigning and routing care-workers to provide cares or services at clients' homes. It is often treated as a variant of the vehicle routing p...
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ISBN:
(纸本)9781538650653
the home health care routing and scheduling problem (HHCRSP) consists in assigning and routing care-workers to provide cares or services at clients' homes. It is often treated as a variant of the vehicle routing problem (VRP) with time windows, multiple depots and specific constraints. To solve this problem, we propose a heuristic combining a Mixed Integer Linear Programming (MILP) formulation and a greedy algorithm. Our main objective is to ensure the continuity of care while taking into account practical constraints that are hardly studied together in the literature. We are able to propose a good feasible solution in a few minutes for instances up to 35 care-workers, 200 clients and 742 services over a week.
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