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Proceedings of 1st International Conference on Conventional and Knowledge Based Intelligent Electronic Systems. KES '97最新文献

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Schematic interpretation and the CLARET consolidated learning algorithm 原理图解释和CLARET合并学习算法
Proceedings of 1st International Conference on Conventional and Knowledge Based Intelligent Electronic Systems. KES '97 Pub Date : 1997-05-27 DOI: 10.1109/KES.1997.616853
A. Pearce, T. Caelli
{"title":"Schematic interpretation and the CLARET consolidated learning algorithm","authors":"A. Pearce, T. Caelli","doi":"10.1109/KES.1997.616853","DOIUrl":"https://doi.org/10.1109/KES.1997.616853","url":null,"abstract":"A new learning algorithm, the Consolidated Learning Algorithm based on Relational Evidence Theory (CLARET) is presented, which relies on inductive logic programming and graph matching techniques. In relational evidence theory, two different approaches to evidential learning are consolidated in how they apply to generalising within relational data structures. Attribute-based discrimination (decision trees) is integrated with part-based interpretation (graph matching) for evaluating and updating representations in spatial domains. This allows an interpretation stage to be incorporated into the generalization process. A systematic approach to finding interpretations is demonstrated for an online, hand drawn, schematic diagram and symbols recognition system. The approach uses an adaptive representational bias and search strategy during learning by efficiently grounding the learning procedures in the relational spatial constraints of their application.","PeriodicalId":166931,"journal":{"name":"Proceedings of 1st International Conference on Conventional and Knowledge Based Intelligent Electronic Systems. KES '97","volume":"85 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1997-05-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116720468","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Document segmentation and classification with top-down approach 采用自顶向下的方法进行文档分割和分类
Proceedings of 1st International Conference on Conventional and Knowledge Based Intelligent Electronic Systems. KES '97 Pub Date : 1997-05-27 DOI: 10.1109/KES.1997.616915
Han Wang, S. Li, S. Ragupathi
{"title":"Document segmentation and classification with top-down approach","authors":"Han Wang, S. Li, S. Ragupathi","doi":"10.1109/KES.1997.616915","DOIUrl":"https://doi.org/10.1109/KES.1997.616915","url":null,"abstract":"A robust algorithm for document segmentation and classification has been implemented. In this algorithm, a top-down approach is adopted due to its fast processing speed and reliability. The approach accounts for every portion of the processed page. It is also capable of image display at different scales and allows editing of classified blocks such as the changing, merging and splitting of blocks. The segmentation and classification processes are explained using examples. A large number of sample document images have been tested with satisfactory results.","PeriodicalId":166931,"journal":{"name":"Proceedings of 1st International Conference on Conventional and Knowledge Based Intelligent Electronic Systems. KES '97","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1997-05-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122414309","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
FuGeNeSys: Sw and Hw implementation FuGeNeSys:软件和硬件实现
Proceedings of 1st International Conference on Conventional and Knowledge Based Intelligent Electronic Systems. KES '97 Pub Date : 1997-05-27 DOI: 10.1109/KES.1997.616908
M. Russo
{"title":"FuGeNeSys: Sw and Hw implementation","authors":"M. Russo","doi":"10.1109/KES.1997.616908","DOIUrl":"https://doi.org/10.1109/KES.1997.616908","url":null,"abstract":"The author shows the main characteristics of the tool called FuGeNeSys. Using the basic techniques of soft computing, FuGeNeSys allows supervised approximation and classification of multi-input/multi-output systems. It is also shown that by using recent results obtained in the field of fuzzy processors it is possible to design a multiprocessor card which will significantly accelerate the learning process.","PeriodicalId":166931,"journal":{"name":"Proceedings of 1st International Conference on Conventional and Knowledge Based Intelligent Electronic Systems. KES '97","volume":"54 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1997-05-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131795565","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 5
Hidden node activation differential-a new neural network relevancy criteria 隐节点激活差——一种新的神经网络关联准则
Proceedings of 1st International Conference on Conventional and Knowledge Based Intelligent Electronic Systems. KES '97 Pub Date : 1997-05-27 DOI: 10.1109/KES.1997.616920
Patrick Chan Khue Hiang
{"title":"Hidden node activation differential-a new neural network relevancy criteria","authors":"Patrick Chan Khue Hiang","doi":"10.1109/KES.1997.616920","DOIUrl":"https://doi.org/10.1109/KES.1997.616920","url":null,"abstract":"Neural networks have been used in many problems such as character recognition, time series forecasting and image coding. The generalisation of the network depends on its internal structure. Network parameters should be set correctly so that data outside the class will not be overfitted. One mechanism to achieve an optimal neural network structure is to identify the essential components (hidden nodes) and to prune off the irrelevant ones. Most of the proposed criteria used for pruning are expensive to compute and impractical to use for large networks and large training samples. In this paper, a new relevancy criteria is proposed and three existing criteria are investigated. The properties of the proposed criteria are covered in detail and their similarities to existing criteria are illustrated.","PeriodicalId":166931,"journal":{"name":"Proceedings of 1st International Conference on Conventional and Knowledge Based Intelligent Electronic Systems. KES '97","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1997-05-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133887098","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Logic-enhanced memory for high performance databases 用于高性能数据库的逻辑增强内存
Proceedings of 1st International Conference on Conventional and Knowledge Based Intelligent Electronic Systems. KES '97 Pub Date : 1997-05-27 DOI: 10.1109/KES.1997.619431
A. Asthana, N. Soparkar, H. Jagadish, P. Krzyzanowski
{"title":"Logic-enhanced memory for high performance databases","authors":"A. Asthana, N. Soparkar, H. Jagadish, P. Krzyzanowski","doi":"10.1109/KES.1997.619431","DOIUrl":"https://doi.org/10.1109/KES.1997.619431","url":null,"abstract":"Several emerging applications need a high performance, main memory database for which typical memory systems may be inadequate. In particular, the processor memory bandwidth proves to be a major performance limiting factor. We present the design of a back end object oriented database board and argue for its use in implementing high performance, real time applications. Our board uses programmable logic enhanced memory (i.e., data memory with select computing abilities) which is a novel way to obviate the low bandwidth problem for data intensive processing. Our efforts differ significantly from database machines by being more general purpose and targeting the bandwidth issue at a different level of the memory hierarchy. We describe the utility of logic enhanced memory in meeting the needs of high performance databases.","PeriodicalId":166931,"journal":{"name":"Proceedings of 1st International Conference on Conventional and Knowledge Based Intelligent Electronic Systems. KES '97","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1997-05-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123569755","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Applying fuzzy techniques to particle detectors 模糊技术在粒子探测器中的应用
Proceedings of 1st International Conference on Conventional and Knowledge Based Intelligent Electronic Systems. KES '97 Pub Date : 1997-05-27 DOI: 10.1109/KES.1997.616912
G. V. Russo, D. L. Presti, S. Panebanco, C. Petta, N. Randazzo, S. Reito, C. Caligiore, M. Russo, M. Masetti, E. Gandolfi, A. Gabrielli
{"title":"Applying fuzzy techniques to particle detectors","authors":"G. V. Russo, D. L. Presti, S. Panebanco, C. Petta, N. Randazzo, S. Reito, C. Caligiore, M. Russo, M. Masetti, E. Gandolfi, A. Gabrielli","doi":"10.1109/KES.1997.616912","DOIUrl":"https://doi.org/10.1109/KES.1997.616912","url":null,"abstract":"A smart solution concerning the front end and the readout of a Silicon Drift Chamber is proposed. Online data processing will produce a significant decrease in the amount of transmitted data without also losing essential information. A processor that exploits fuzzy logic plays a central role. It is capable of computing, with reasonable precision, the position of the tracks and the total charge released inside the detector.","PeriodicalId":166931,"journal":{"name":"Proceedings of 1st International Conference on Conventional and Knowledge Based Intelligent Electronic Systems. KES '97","volume":"61 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1997-05-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124698725","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
A neural network based dynamic reconstruction filter for digital audio signals 基于神经网络的数字音频信号动态重构滤波器
Proceedings of 1st International Conference on Conventional and Knowledge Based Intelligent Electronic Systems. KES '97 Pub Date : 1997-05-27 DOI: 10.1109/KES.1997.619448
H. Najafi, Donald W. Moses, Charles H. Hustig, James Kinne
{"title":"A neural network based dynamic reconstruction filter for digital audio signals","authors":"H. Najafi, Donald W. Moses, Charles H. Hustig, James Kinne","doi":"10.1109/KES.1997.619448","DOIUrl":"https://doi.org/10.1109/KES.1997.619448","url":null,"abstract":"The goal of any digital audio system is to sample and reconstruct an analog audio signal, without noticeable changes to the original signal. Currently, two major types of reconstruction filters, brickwall and monotonic filters, are used to smooth a sampled analog audio signal during its reconstruction. Brickwall filters work best on reconstruction of smooth signals and the monotonic filters are best for reconstruction of transient signals. Since audio is composed of mixed transient and smooth signals, both of these filters will introduce undesirable artifacts to the signal during its reconstruction. The paper presents a new neural network based dynamic reconstruction filter that can change its behavior to best match the type of signal that is being filtered.","PeriodicalId":166931,"journal":{"name":"Proceedings of 1st International Conference on Conventional and Knowledge Based Intelligent Electronic Systems. KES '97","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1997-05-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123751937","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Automatic generation of collision free moves for the ABB industrial robot control 自动生成无碰撞动作，适用于ABB工业机器人控制
Proceedings of 1st International Conference on Conventional and Knowledge Based Intelligent Electronic Systems. KES '97 Pub Date : 1997-05-27 DOI: 10.1109/KES.1997.619452
C. Blume
{"title":"Automatic generation of collision free moves for the ABB industrial robot control","authors":"C. Blume","doi":"10.1109/KES.1997.619452","DOIUrl":"https://doi.org/10.1109/KES.1997.619452","url":null,"abstract":"The paper reports the GLEAM method, its application, and results of the implementation of a software tool for the automatic generation of collision free moves for ABB industrial robot control. During the generation of collision free move statements a multi-criteria optimization is performed. The generation and optimization is done with the help of a genetic algorithm and an evolutionary strategy. The industrial application was done during a sabbatical period together with ABB robotics in Vasteras, using ABB industrial robot control and an IRB 2400 robot. The presentation describes the work items to be done, and discusses the problems to be solved.","PeriodicalId":166931,"journal":{"name":"Proceedings of 1st International Conference on Conventional and Knowledge Based Intelligent Electronic Systems. KES '97","volume":"53 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1997-05-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125524213","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Application of intelligent multimedia system in an automation-intensive production line 智能多媒体系统在某自动化密集型生产线上的应用
Proceedings of 1st International Conference on Conventional and Knowledge Based Intelligent Electronic Systems. KES '97 Pub Date : 1997-05-27 DOI: 10.1109/KES.1997.616916
S. Krishnan, S. Swaminathan
{"title":"Application of intelligent multimedia system in an automation-intensive production line","authors":"S. Krishnan, S. Swaminathan","doi":"10.1109/KES.1997.616916","DOIUrl":"https://doi.org/10.1109/KES.1997.616916","url":null,"abstract":"This paper describes the development of a system involving task-dependent multimedia messages on an automation-intensive production line in a modern manufacturing plant. In order to minimize the mistakes by operators while performing a small percentage of essential (but inevitable) non-automated tasks, a PC-based Intelligent Multimedia Prompt System (IMPS) was conceived. The IMPS is designed to help the operators by reminding them of the steps involved when performing specific non-automated tasks. The three main features of the IMPS are task instructions, interrupt handling and management information. Task instructions prompt the operator about the tasks to be performed. Interrupt handling caters to operations such as abrupt termination of tasks due to unforeseen circumstances. Management information provides task-related information to the supervisors. The IMPS design includes visual displays to correspond with auditory prompt messages. The IMPS was developed for handling manual intervention tasks in the production line of a local manufacturing plant. Laboratory testing and preliminary results indicate that the system is helpful in minimizing human errors.","PeriodicalId":166931,"journal":{"name":"Proceedings of 1st International Conference on Conventional and Knowledge Based Intelligent Electronic Systems. KES '97","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1997-05-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124078570","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Expert system with an adaptive fuzzy inference module 带有自适应模糊推理模块的专家系统
Proceedings of 1st International Conference on Conventional and Knowledge Based Intelligent Electronic Systems. KES '97 Pub Date : 1997-05-27 DOI: 10.1109/KES.1997.619432
W. Kosinski, M. Weigl
{"title":"Expert system with an adaptive fuzzy inference module","authors":"W. Kosinski, M. Weigl","doi":"10.1109/KES.1997.619432","DOIUrl":"https://doi.org/10.1109/KES.1997.619432","url":null,"abstract":"An adaptive fuzzy expert system (AFES) is constructed as a hybrid in which an adaptive fuzzy inference module is combined with a neural network and equipped with a preprocessor of input data, user interface and a knowledge acquisition and modification unit. The adaptive fuzzy inference module (AFIM) is based on generalized Takagi-Sugeno fuzzy \"If-Then\" rules, forms of which have fuzzy sets involved only in premise parts, while consequent parts (i.e. the output of each rule) are functions of input variables. The final output of the module is the weighted sum of all the rule's output. The basic idea of AFIM is to realize a process of fuzzy reasoning and to express parameters of fuzzy reasoning by connection weights of a neural network and by forms of 4-parameter membership functions of fuzzy sets. The system is constructed for the needs of an opto-computer system for diagnosis of surface imperfections of technological elements. Similar systems can be useful in other situations, for example in the case of experimental results in which the data are imprecise and a unique functional relation between inputs and outputs is not reachable by means of classical methods.","PeriodicalId":166931,"journal":{"name":"Proceedings of 1st International Conference on Conventional and Knowledge Based Intelligent Electronic Systems. KES '97","volume":"44 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1997-05-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127921108","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
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