Pub Date : 2007-12-01DOI: 10.1109/ICCITECHN.2007.4579424
F. Siddiky, M. Alam, Tanveer Ahsan, M. Rahim
This paper introduces a new effective method for human face recognition, which employs Mahalanobis distance, a color segment method, to reduce the search space for a face in an image. The color segment method is used to detect the area where a face may exist and searching for a face by the network is localized in that area. The face, with its orientation, is recognized using principle components analysis (PCA), generalized regression neural networks (GRNN) and Mahalanobis distance. The idea behind PCA is to reduce the dimension of the input vectors and extracting a feature vector. GRNN used as a function approximation network to detect whether the input image contains a face or not and if exists then reports about its orientation. The proposed system shows how GRNN can perform better than back-propagation algorithm and give some solution for better regularization. The proposed classifier system demonstrates advantages in: 1) better capability of approximation to underlying functions, 2) faster learning speed and 3) high robustness to outliers. The proposed technique overcomes one of the main problems for searching method reducing the computing time in two ways; firstly reducing the area to be searched and secondly reducing the scaling factor of the selected area of the image.
{"title":"An efficient approach to rotation invariant face detection using PCA, generalized regression neural network and Mahalanobis distance by reducing search space","authors":"F. Siddiky, M. Alam, Tanveer Ahsan, M. Rahim","doi":"10.1109/ICCITECHN.2007.4579424","DOIUrl":"https://doi.org/10.1109/ICCITECHN.2007.4579424","url":null,"abstract":"This paper introduces a new effective method for human face recognition, which employs Mahalanobis distance, a color segment method, to reduce the search space for a face in an image. The color segment method is used to detect the area where a face may exist and searching for a face by the network is localized in that area. The face, with its orientation, is recognized using principle components analysis (PCA), generalized regression neural networks (GRNN) and Mahalanobis distance. The idea behind PCA is to reduce the dimension of the input vectors and extracting a feature vector. GRNN used as a function approximation network to detect whether the input image contains a face or not and if exists then reports about its orientation. The proposed system shows how GRNN can perform better than back-propagation algorithm and give some solution for better regularization. The proposed classifier system demonstrates advantages in: 1) better capability of approximation to underlying functions, 2) faster learning speed and 3) high robustness to outliers. The proposed technique overcomes one of the main problems for searching method reducing the computing time in two ways; firstly reducing the area to be searched and secondly reducing the scaling factor of the selected area of the image.","PeriodicalId":338170,"journal":{"name":"2007 10th international conference on computer and information technology","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2007-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125655888","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}
Pub Date : 2007-12-01DOI: 10.1109/ICCITECHN.2007.4579425
A. Alim, G. Rabbani, M. M. Azad
This paper works with a new evolutionary system to construct and control the structure of feed forward artificial neural networks (ANNs), represented by modified cellular encoding (MCE) that is not subject to the well-known permutation problem. It is shown in this paper that addition or deletion of nodes or connections can evidently be done by crossover automatically. Hence, the number of user specified parameter is also decreased. The ANN architecture determination algorithm is tested on some real world problems. The algorithm is made adaptive.
{"title":"Structure determination of artificial neural network using modified cellular encoding","authors":"A. Alim, G. Rabbani, M. M. Azad","doi":"10.1109/ICCITECHN.2007.4579425","DOIUrl":"https://doi.org/10.1109/ICCITECHN.2007.4579425","url":null,"abstract":"This paper works with a new evolutionary system to construct and control the structure of feed forward artificial neural networks (ANNs), represented by modified cellular encoding (MCE) that is not subject to the well-known permutation problem. It is shown in this paper that addition or deletion of nodes or connections can evidently be done by crossover automatically. Hence, the number of user specified parameter is also decreased. The ANN architecture determination algorithm is tested on some real world problems. The algorithm is made adaptive.","PeriodicalId":338170,"journal":{"name":"2007 10th international conference on computer and information technology","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2007-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129031766","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}
Pub Date : 2007-12-01DOI: 10.1109/ICCITECHN.2007.4579366
T. Jabid, F. Anwar, S. M. Baker, M. Shoyaib
Analysis of a gene sequence, which is transcribed into RNA and then translated into protein, is a difficult task. If this could be achieved, it would make possible better understand how the organisms are developed from DNA information. The behavior of gene is highly influenced by promoter sequences residing upstream or downstream of the Transcription Start Site (TSS). The promoter recognition process is a part of the complex process where genes interact with each other over time and actually regulates the whole working process of a cell. This paper attempts to develop an efficient algorithm that can successfully distinguish promoters and non promoters by analyzing statistical data. A learning model is developed from the known dataset to predict the unknown ones.
{"title":"Identification of promoter through stochastic approach","authors":"T. Jabid, F. Anwar, S. M. Baker, M. Shoyaib","doi":"10.1109/ICCITECHN.2007.4579366","DOIUrl":"https://doi.org/10.1109/ICCITECHN.2007.4579366","url":null,"abstract":"Analysis of a gene sequence, which is transcribed into RNA and then translated into protein, is a difficult task. If this could be achieved, it would make possible better understand how the organisms are developed from DNA information. The behavior of gene is highly influenced by promoter sequences residing upstream or downstream of the Transcription Start Site (TSS). The promoter recognition process is a part of the complex process where genes interact with each other over time and actually regulates the whole working process of a cell. This paper attempts to develop an efficient algorithm that can successfully distinguish promoters and non promoters by analyzing statistical data. A learning model is developed from the known dataset to predict the unknown ones.","PeriodicalId":338170,"journal":{"name":"2007 10th international conference on computer and information technology","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2007-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129033290","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}
Pub Date : 2007-12-01DOI: 10.1109/ICCITECHN.2007.4579387
M. Hossain, Monika Akbar, J. Starkey
Construction of a three dimensional face model from stereo images is a challenging task. Most of the currently available systems for reconstruction of 3D models require special hardware for calibration. In this paper, we illustrate a mechanism to construct a three dimensional face model from two stereo images. The developed mechanism does not require any special devices to calibrate the stereo images. We used a hand-held inexpensive digital camera to take the stereo images of a face. We did not use any camera-stand to fix and measure the camera system geometry. The stereo images were taken holding the camera in hand and moving it to two slightly different viewpoints. We constructed a depth map from these two stereo images and utilized this depth map to reconstruct the three dimensional face model. The 3D face model reconstruction process described in this paper uses some existing theories and combines them to develop a new system to generate the depth map. The system requires minimal user interaction for the reconstruction.
{"title":"Inexpensive construction of a 3D face model from stereo images","authors":"M. Hossain, Monika Akbar, J. Starkey","doi":"10.1109/ICCITECHN.2007.4579387","DOIUrl":"https://doi.org/10.1109/ICCITECHN.2007.4579387","url":null,"abstract":"Construction of a three dimensional face model from stereo images is a challenging task. Most of the currently available systems for reconstruction of 3D models require special hardware for calibration. In this paper, we illustrate a mechanism to construct a three dimensional face model from two stereo images. The developed mechanism does not require any special devices to calibrate the stereo images. We used a hand-held inexpensive digital camera to take the stereo images of a face. We did not use any camera-stand to fix and measure the camera system geometry. The stereo images were taken holding the camera in hand and moving it to two slightly different viewpoints. We constructed a depth map from these two stereo images and utilized this depth map to reconstruct the three dimensional face model. The 3D face model reconstruction process described in this paper uses some existing theories and combines them to develop a new system to generate the depth map. The system requires minimal user interaction for the reconstruction.","PeriodicalId":338170,"journal":{"name":"2007 10th international conference on computer and information technology","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2007-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127973080","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}
Pub Date : 2007-12-01DOI: 10.1109/ICCITECHN.2007.4579436
Mobashwer Ahmed Chowdhury, Mohsena Chowdhury, Arif Ahmed Chowdhury, Dr. Shahida Rafique
The purpose of this research is to analyze the impact of instituting automated container yard management on the operation of a prototype EBILCY. This paper studies a total yard operation inflow and outflow of containers and cargos where different stakeholders depend on the operation of off-dock terminal. The primary challenge is to efficiently operate the operations and acquire the real-time data to minimize the operation lag due to information passing delay. In particular, to automate the every process, an online activity base strategy is used. This strategy groups jointly co-operate with OLAP and data mining process to reduce the manual work. An approach has been introduced to automate the all operational activity of off-dock as well as container terminal in real time basis. The methodology is approaching a cost-effective and authenticated communication through different stake holders of container terminal i.e. main line operator (MLO), freight forwarder, C&F agents, shipper, consignee etc. The model is solved using message passing strategy. Due to required interaction and multiple hub access issues a standard structure is introduced with details specification. The communication architecture has implemented through the authenticated portable database tool, extended markup language (XML). To establish the easy communication through the end point, email client is introduced. For ensuring the information security MD5 encryption method has also used. This approach helps to atomize the full industry segment to work in one umbrella. The standard message structure ensures data validity among the stakeholders. This approach also can be used to communicate within different application where this approach would be work as a communication agent.
{"title":"An inter organization communication architecture model for real time activity base online transmission to increase the work process efficiency of container terminal","authors":"Mobashwer Ahmed Chowdhury, Mohsena Chowdhury, Arif Ahmed Chowdhury, Dr. Shahida Rafique","doi":"10.1109/ICCITECHN.2007.4579436","DOIUrl":"https://doi.org/10.1109/ICCITECHN.2007.4579436","url":null,"abstract":"The purpose of this research is to analyze the impact of instituting automated container yard management on the operation of a prototype EBILCY. This paper studies a total yard operation inflow and outflow of containers and cargos where different stakeholders depend on the operation of off-dock terminal. The primary challenge is to efficiently operate the operations and acquire the real-time data to minimize the operation lag due to information passing delay. In particular, to automate the every process, an online activity base strategy is used. This strategy groups jointly co-operate with OLAP and data mining process to reduce the manual work. An approach has been introduced to automate the all operational activity of off-dock as well as container terminal in real time basis. The methodology is approaching a cost-effective and authenticated communication through different stake holders of container terminal i.e. main line operator (MLO), freight forwarder, C&F agents, shipper, consignee etc. The model is solved using message passing strategy. Due to required interaction and multiple hub access issues a standard structure is introduced with details specification. The communication architecture has implemented through the authenticated portable database tool, extended markup language (XML). To establish the easy communication through the end point, email client is introduced. For ensuring the information security MD5 encryption method has also used. This approach helps to atomize the full industry segment to work in one umbrella. The standard message structure ensures data validity among the stakeholders. This approach also can be used to communicate within different application where this approach would be work as a communication agent.","PeriodicalId":338170,"journal":{"name":"2007 10th international conference on computer and information technology","volume":"89 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2007-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122408566","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}
Pub Date : 2007-12-01DOI: 10.1109/ICCITECHN.2007.4579439
Pankaj Gupta, H. Mohammed, M. Hashem
Next generation mobile networks are expected to provide seamless personal mobile communication and quality of service (QoS). Lossless handoff is a key issue for providing the QoS. This paper presents a two-layer downlink queuing model and proposes a scheduling mechanism for providing lossless handoff and QoS in mobile networks, which exploit IP as a transport technology for transferring datagram between base stations and the high-speed downlink packet access (HSDPA) at the radio layer. In order to reduce handoff packet dropping rate at the radio layer and packet forwarding rate at the IP layer and to provide high system performance, new scheduling algorithms are performed at both IP and radio layer, which exploit handoff priority scheduling principles and take into account buffer occupancy and channel conditions. Performance results obtained by computer simulation show that, by exploiting the downlink queuing model and scheduling algorithms, the system is able to provide low handoff packet dropping rate, low packet forwarding rate, and high downlink throughput.
{"title":"An efficient packet scheduling algorithm for downlink queue to provide lossless handoff and QoS in 4G mobile networks","authors":"Pankaj Gupta, H. Mohammed, M. Hashem","doi":"10.1109/ICCITECHN.2007.4579439","DOIUrl":"https://doi.org/10.1109/ICCITECHN.2007.4579439","url":null,"abstract":"Next generation mobile networks are expected to provide seamless personal mobile communication and quality of service (QoS). Lossless handoff is a key issue for providing the QoS. This paper presents a two-layer downlink queuing model and proposes a scheduling mechanism for providing lossless handoff and QoS in mobile networks, which exploit IP as a transport technology for transferring datagram between base stations and the high-speed downlink packet access (HSDPA) at the radio layer. In order to reduce handoff packet dropping rate at the radio layer and packet forwarding rate at the IP layer and to provide high system performance, new scheduling algorithms are performed at both IP and radio layer, which exploit handoff priority scheduling principles and take into account buffer occupancy and channel conditions. Performance results obtained by computer simulation show that, by exploiting the downlink queuing model and scheduling algorithms, the system is able to provide low handoff packet dropping rate, low packet forwarding rate, and high downlink throughput.","PeriodicalId":338170,"journal":{"name":"2007 10th international conference on computer and information technology","volume":"43 5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2007-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131558391","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}
Pub Date : 2007-12-01DOI: 10.1109/ICCITECHN.2007.4579406
M. Quaddus, Jun Xu
Electronic commerce (e-Commerce or EC), in some form or other, is changing the way organizations do their business. Many organizations (banks etc) are forcing their customers to adopt e-Commerce. Others are adopting e-Commerce for competitive necessity. This raises the obvious question: How can organizations adopt appropriate e-Commerce model judiciously? This paper addresses the above research question. We use a decision theoretic framework based on multiple attributes of e-Commerce. Extensive literature review revealed a number of factors or attributes that either act as drivers or barriers of e-Commerce success. A well known decision theoretic approach based on multiple attribute, called analytic hierarchy process (AHP), is used to develop a comprehensive model of e-Commerce adoption. Our framework can be used as a guide to select the appropriate e-Commerce model. Real world data, from EC consultants, have been collected for a hypothetical SME which is embarking on adopting an e-Commerce model. The paper presents the application of the framework for this SME.
{"title":"Adoption of e-Commerce: A decision theoretic framework and an illustrative application","authors":"M. Quaddus, Jun Xu","doi":"10.1109/ICCITECHN.2007.4579406","DOIUrl":"https://doi.org/10.1109/ICCITECHN.2007.4579406","url":null,"abstract":"Electronic commerce (e-Commerce or EC), in some form or other, is changing the way organizations do their business. Many organizations (banks etc) are forcing their customers to adopt e-Commerce. Others are adopting e-Commerce for competitive necessity. This raises the obvious question: How can organizations adopt appropriate e-Commerce model judiciously? This paper addresses the above research question. We use a decision theoretic framework based on multiple attributes of e-Commerce. Extensive literature review revealed a number of factors or attributes that either act as drivers or barriers of e-Commerce success. A well known decision theoretic approach based on multiple attribute, called analytic hierarchy process (AHP), is used to develop a comprehensive model of e-Commerce adoption. Our framework can be used as a guide to select the appropriate e-Commerce model. Real world data, from EC consultants, have been collected for a hypothetical SME which is embarking on adopting an e-Commerce model. The paper presents the application of the framework for this SME.","PeriodicalId":338170,"journal":{"name":"2007 10th international conference on computer and information technology","volume":"2007 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2007-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131393938","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}
The foot clearance above the ground is an important clinical and rehabilitation gait analysis parameter. Current bulky and laboratory environment based instruments are not suitable for measurement in the natural environment such as the outdoors. MEMS technology can be used with integration of microelectronic circuitry to enable realization of tiny and efficient devices for this application. This paper analyses three promising distance measurement techniques (capacitive, electric field and ultrasound) that may be suitable for MEMS realization of foot clearance measurement. The study suggests that ultrasound-based technique is very suitable for this application.
{"title":"Analysis of foot-to-ground clearance measurement techniques for MEMS realization","authors":"Yufridin Wahab, Aladdin Zayegh, Rezaul Begg, Ronny Veljanovski","doi":"10.1109/ICCITECHN.2007.4579431","DOIUrl":"https://doi.org/10.1109/ICCITECHN.2007.4579431","url":null,"abstract":"The foot clearance above the ground is an important clinical and rehabilitation gait analysis parameter. Current bulky and laboratory environment based instruments are not suitable for measurement in the natural environment such as the outdoors. MEMS technology can be used with integration of microelectronic circuitry to enable realization of tiny and efficient devices for this application. This paper analyses three promising distance measurement techniques (capacitive, electric field and ultrasound) that may be suitable for MEMS realization of foot clearance measurement. The study suggests that ultrasound-based technique is very suitable for this application.","PeriodicalId":338170,"journal":{"name":"2007 10th international conference on computer and information technology","volume":"156 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2007-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122939528","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}
Pub Date : 2007-12-01DOI: 10.1109/ICCITECHN.2007.4579441
U. Acharjee, Anis Ahmed, S. Rafique
An integrated network consisting of GPS-24 (global positioning system), LEO (Low earth orbit) and GEO (geostationary earth orbit) is analyzed in order to find the position coordinates of a GPS receiver or user position by calculating the position coordinates of GPS satellites. The integrated network is designed to extend the coverage area of GEO satellites up to the polar regions as well as to improve the user position accuracy. Satellite visibility through GPS receiver has been investigated using complex simulations of failure scenarios by giving shadow effect. An algorithm is proposed to estimate the userpsilas position from the known parameters of GPS satellites. Numerical analysis is carried out for the selection of best four satellites to be used for the calculation of userpsilas position. A new approach is also developed for the determination of minimum dilution of precision (DOP) using such integrated network.
{"title":"Performance analysis of navigation by the integration of GPS-24 with LEO & GEO","authors":"U. Acharjee, Anis Ahmed, S. Rafique","doi":"10.1109/ICCITECHN.2007.4579441","DOIUrl":"https://doi.org/10.1109/ICCITECHN.2007.4579441","url":null,"abstract":"An integrated network consisting of GPS-24 (global positioning system), LEO (Low earth orbit) and GEO (geostationary earth orbit) is analyzed in order to find the position coordinates of a GPS receiver or user position by calculating the position coordinates of GPS satellites. The integrated network is designed to extend the coverage area of GEO satellites up to the polar regions as well as to improve the user position accuracy. Satellite visibility through GPS receiver has been investigated using complex simulations of failure scenarios by giving shadow effect. An algorithm is proposed to estimate the userpsilas position from the known parameters of GPS satellites. Numerical analysis is carried out for the selection of best four satellites to be used for the calculation of userpsilas position. A new approach is also developed for the determination of minimum dilution of precision (DOP) using such integrated network.","PeriodicalId":338170,"journal":{"name":"2007 10th international conference on computer and information technology","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2007-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123659546","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}
Pub Date : 2007-12-01DOI: 10.1109/ICCITECHN.2007.4579352
N. Chowdhury, Murshida Khatun, M. Hashem
Fuzzy systems may be considered as knowledge-based systems that incorporates human knowledge into their knowledge base through fuzzy rules and fuzzy membership functions. The intent of this study is to present a fuzzy knowledge integration framework using a novel evolutionary strategy (NES), which can simultaneously integrate multiple fuzzy rule sets and their membership function sets. The proposed approach consists of two phases: fuzzy knowledge encoding and fuzzy knowledge integration Four application domains, the hepatitis diagnosis, the sugarcane breeding prediction, Iris plants classification, and tic-tac-toe endgame were used to show the performance of the proposed knowledge approach. Results show that the fuzzy knowledge base derived using our approach performs better than genetic algorithm based approach.
{"title":"On integrating fuzzy knowledge using a Novel Evolutionary Algorithm","authors":"N. Chowdhury, Murshida Khatun, M. Hashem","doi":"10.1109/ICCITECHN.2007.4579352","DOIUrl":"https://doi.org/10.1109/ICCITECHN.2007.4579352","url":null,"abstract":"Fuzzy systems may be considered as knowledge-based systems that incorporates human knowledge into their knowledge base through fuzzy rules and fuzzy membership functions. The intent of this study is to present a fuzzy knowledge integration framework using a novel evolutionary strategy (NES), which can simultaneously integrate multiple fuzzy rule sets and their membership function sets. The proposed approach consists of two phases: fuzzy knowledge encoding and fuzzy knowledge integration Four application domains, the hepatitis diagnosis, the sugarcane breeding prediction, Iris plants classification, and tic-tac-toe endgame were used to show the performance of the proposed knowledge approach. Results show that the fuzzy knowledge base derived using our approach performs better than genetic algorithm based approach.","PeriodicalId":338170,"journal":{"name":"2007 10th international conference on computer and information technology","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2007-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115460645","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}
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