Service engagement is defined as the process that service providers use to interact with clients identify clients' needs and define scope well potential solutions of services will lead signing contracts between providers. The current usually a labor-intensive practice depends heavily on collective skills teams. These issues make engagements less efficient affordable, especially for small medium clients. In this paper, we propose novel model, viz., extensible collaborative asset-based...

A new segmentation method for segmenting an unconstrained handwritten numeral string with unknown number of digits is proposed, which mainly based on recognition-based segmentation, combined the dissection and holistic methods. The authors proposed approach that gives a simple, effective way selecting candidate positions by finding start points end ligatures. variety upper lower contours, vertical projection value. They also provide confirming correct deciding digit connecting stroke belongs...

A perfect denoising for measurement shall remove noise, while keeping signal truth, so it is a dual-objective optimization of the yield and noise residue. The frequency difference between basis band-limited filter denoising. root cause sharp peak denoise distortion insufficient spectrum sampling because scattered distribution, which makes hard to achieve optimization. Thus, this article proposes four-step operation adjustment beyond system. first step identifying levels in raw data, then...

The idea to leverage large numbers of the open community resources is straightforward cater expectation on reducing development cost. Knowledge protection and quality assurance in this process are critical challenges for overall success such kind software outsourcing. It pivotal provide methods technologies ensure all goals low cost, no knowledge loss as well high while outsourcing works communities. Call-For-Implementation method put forward paper intends distribute implementation tasks...

In this paper, a complete fault-tolerant check recognition system is proposed which has no substitution error under the secret code verification. The method in paper creates all possible candidates for verification limited rate, and with three classifiers of high isolated digit can always find out correct results checks if there exist labels digits. Since are designed independently by different methods they extract features handwritten digits, compensate each other when confusing digits met....

Based on the broad learning system(BLS), this paper carries out detection of ships in navigation. Firstly, grayscale, and histogram equalization are used to preprocess image enhance detail improve training accuracy. Secondly, randomly select a part photo set as test set. Finally, BLS is introduced train data Two methods, back propagation neural network(BPNN) support vector machine (SVM), compare proposed method with navigation ship From experimental results, it can be seen that has better...

The methods of segmentation and recognition unconstrained numerals on Chinese bank check are discussed for building a system. combination-segmentation method connected domain projection is proposed to segment each digit. This provides way solve the problem digits with connecting stroke. Three classifiers designed independently different using features handwritten digits. They can compensate other when confusing met. Under limitation fault-tolerant rate, three high isolated digit rate system...

The high-accuracy requirement excludes the application of common optical character recognition (OCR) technology. In this paper, according to characteristics bank check, a fault tolerant Chinese check system is presented and analyzed in detail. First, high performance SOM classifier adopted as numerals check. Next, simple method provide second choice input numerals. We also propose new idea fault-tolerant paper. With combination technique, can reach rate reliability simultaneously automatic...

An effective and fast method to extract text from color background is proposed in this paper. Under the assumption that strings with high contrast are usually important, a modified sobel operator utilized transform image into an edge binary edge-based smear processing also used speed up time greatly. Combining feature- based candidates identification moment preserving region segmentation, we can effectively scanned true-color varying font, size complexity. The extracted texts finally input...

The similarity degree of hand-written characters in engineering drawings is analyzed. On the basis results, a hierarchical neural network proposed for recognizing drawings. In memorizing and procedure distributed into several subnetworks. Experimental results are also given.

Abstract An improved method has been proposed to eliminate the indeterminacies of independent component analysis (ICA) for chemometrics. Following arrangement principal components (PCA), ICA mixing matrix is selected as signal content indexes, and output are sorted directed. After many times reputations, (ICs) paired according maximum correlation coefficient, then mean values each IC substitutes original ICs. This indicates that eliminated. A simulation example tested validate this...

Based on the analysis of construction methods proposed recently, a new method feedforward neural network (FNN), which is called CMSEHN (construction for selecting effective hidden nodes), classification tasks in this paper. The most significant contribution that it guarantees convergence learning procedure with fast speed, automatically determines number neurons layer and selects much nodes to improve generalization ability network. Also, can solve two problems other methods, are difficulty...

The use of ultra-efficient motors is an important way to improve energy efficiency and reduce consumption. With the introduction national YE4 series motor technical standards, implementation manufacturing technology has become key popularizing motors. Due limitation size frame, following traditional design ideas, improving by increasing effective material consumption reached limit. This article combines practice designing producing introduces several technologies for production On basis YE3...