7,060 Result(s)
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**g WANG
English
Artificial Intelligence
Computational Intelligence
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Article
A neural network technique of generating empirical bivariate distribution functions
The commonly used technique of generating empirical univariate cumulative distribution functions is extended to bivariate cases. It is implemented by using the monotonic back-propagation leastmean square neura...
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Article
Soft computing and fuzzy logic
What is soft computing? What is fuzzy computing? What is the relationship between them? This paper intends to provide clear answers to these questions. We focus on exploring the notions of the fuzzy coordinat...
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Article
Representation-burden Conservation Network Applied to Learning VQ (NPL270)
A self-creating network effective in learning vector quantization, called RCN (Representation-burden Conservation Network) is developed. Each neuron in RCN is characterized by a measure of representation-burde...
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Improved Representation-burden Conservation Network for Learning Non-stationary VQ
In a recent publication [1], it was shown that a biologically plausible RCN (Representation-burden Conservation Network) in which conservation is achieved by bounding the summed representation-burden of all ne...
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Article
A Chaotic Annealing Neural Network with Gain Sharpening and Its Application to the 0/1 Knapsack Problem
In this article we present a modified transiently chaotic neural network model and then use it to solve the 0/1 knapsack problem. During the chaotic searching the gain of the neurons is gradually sharpened, th...
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On the Characteristics of Growing Cell Structures (GCS) Neural Network
In this paper, a self-develo** neural network model, namely the Growing Cell Structures (GCS) is characterized. In GCS each node (or cell) is associated with a local resource counter τ (t). We show that GCS ...
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A Novel Self-Creating Neural Network for Learning Vector Quantization
This paper presents a novel self-creating neural network scheme which employs two resource counters to record network learning activity. The proposed scheme not only achieves the biologically plausible learnin...
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On the Internal Representations of Product Units
This paper explores internal representation power of product units [1] that act as the functional nodes in the hidden layer of a multi-layer feedforward network. Interesting properties from using binary input ...
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Polyhedral representation of fuzzy linear bases
In [15], we introduced the concepts of fuzzy bases, fuzzy linear interpolation and fuzzy polygon of four-component fuzzy linear bases. In [16], these concepts were used in the maximal profile of the set of po...
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A palmer-based continuous fuzzy flexible flow-shop scheduling algorithm
Flexible flow shops can be thought of as generalizations of simple flow shops. In the past, the processing time for each job was usually assumed to be known exactly, but in many real-world applications, proce...
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Article
Fuzzy generalization of the counter-propagation neural network: a family of soft competitive basis function neural networks
Based on combining neural network (NN) with fuzzy logical system (FLS), a new family of three-layer feedforward networks, called soft-competition basis function neural networks (SCBFs), is proposed under the ...
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Article
A dynamically-constructed fuzzy neural controller for direct model reference adaptive control of multi-input-multi-output nonlinear processes
Conventional industrial control systems are in majority based on the single-input-single-output design principle with linearized models of the processes. However, most industrial processes are nonlinear and m...
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Article
Mining linguistic browsing patterns in the world wide web
World-wide-web applications have grown very rapidly and have made a significant impact on computer systems. Among them, web browsing for useful information may be most commonly seen. Due to its tremendous amo...
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Content-based audio classification and retrieval using a fuzzy logic system: towards multimedia search engines
In recent years, available audio corpora are rapidly increasing from fast growing Internet and digital libraries. How to classify and retrieve sound files relevant to the user's interest from large databases ...
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Article
Fuzzy relation equations (I): the general and specialized solving algorithms
In this article, we develop a new method and an algorithm to solve a system of fuzzy relation equations. We first introduce a solution-base-matrix and then give a tractable mathematical logic representation o...
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Efficient Learning in Adaptive Processing of Data Structures
Many researchers have explored the use of neural network models for the adaptive processing of data structures. The learning formulation for one of the models is known as the Backpropagation Through Structure ...
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Article
Fuzzy system and CMAC network with B-spline membership/basis functions are smooth approximators
Due to their universal approximation, fuzzy system with B-spline membership functions and CMAC neural network with B-spline basis functions have been extensively used in control. In many practical applications...
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Article
A fuzzy-rough approach for the maintenance of distributed case-based reasoning systems
Case-based reasoning (CBR) means reasoning from prior examples and it has considerable potential for building intelligent assistant system for the World Wide Web. In order to develop successful Web-based CBR s...
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Article
A General Learning Scheme for CMAC-based Controller
Cerebellar model articulation controller (CMAC) is a powerful tool for nonlinear control applications. However, it yet lacks an adequate learning scheme. It is found that, with the existing learning scheme, if...
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View Planning via Maximal C-space Entropy Reduction
We introduced the concept of C-space entropy recently in [1–3] as a measure of knowledge of C-space for sensor-based path planning and exploration for general robot-sensor systems. The robot plans the next sen...
