Pub Date : 2015-11-01DOI: 10.1109/CCINTELS.2015.7437905
C. J. Kumar, S. Kalita, Uzzal Sharma
In this paper we have discussed the recognition of Meetei Mayek script with a Support Vector machine classifier. Distance profile feature and background directional distribution features are used as the feature vectors for training the SVM classifier. A comparative study is made on the performance between profile feature and background directional feature efficiency using SVM. Then a hybrid feature is generated by combining these two features and comparison of accuracy is done with the existing feature. Isolated handwritten documents are collected in some forms and experiment is performed over this dataset. For training the system the collection of documents is done from people from varying age group with different work background, so that the system can work well if we take the testing dataset from real world documents.
{"title":"Recognition of Meetei Mayek characters using hybrid feature generated from distance profile and background directional distribution with Support Vector machine classifier","authors":"C. J. Kumar, S. Kalita, Uzzal Sharma","doi":"10.1109/CCINTELS.2015.7437905","DOIUrl":"https://doi.org/10.1109/CCINTELS.2015.7437905","url":null,"abstract":"In this paper we have discussed the recognition of Meetei Mayek script with a Support Vector machine classifier. Distance profile feature and background directional distribution features are used as the feature vectors for training the SVM classifier. A comparative study is made on the performance between profile feature and background directional feature efficiency using SVM. Then a hybrid feature is generated by combining these two features and comparison of accuracy is done with the existing feature. Isolated handwritten documents are collected in some forms and experiment is performed over this dataset. For training the system the collection of documents is done from people from varying age group with different work background, so that the system can work well if we take the testing dataset from real world documents.","PeriodicalId":131816,"journal":{"name":"2015 Communication, Control and Intelligent Systems (CCIS)","volume":"63 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131209811","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 : 2015-11-01DOI: 10.1109/CCINTELS.2015.7437909
Shivani Dixit, Prachi Tripathi, M. Shukla
In search of more light on multiple access schemes used in under water acoustic (UWA) communications, through this work, we try to investigate the possibility of using hybrid multiple access scheme, named single carrier frequency division multiple access-interleave division multiple access (SC-FDMA-IDMA). Orthogonal frequency division multiplexing (OFDM) concept is used to fight against long time-delay spreads at the same time interleave division multiple access (IDMA) has a simple multi-user detection (MUD) receiver structure. So OFDM combined with IDMA is a favorable technique for underwater channel. Aquatic transmissions are expensive in terms of power consumed so in this work SC-FDMA-IDMA is analyzed in terms of Bit error rate (BER). It is observed that SC-FDMA-IDMA performs quite near to other multiple access schemes. So SC-FDMA-IDMA is a better choice for Acoustic channel.
{"title":"SC-FDMA-IDMA scheme for underwater Acoustic communications","authors":"Shivani Dixit, Prachi Tripathi, M. Shukla","doi":"10.1109/CCINTELS.2015.7437909","DOIUrl":"https://doi.org/10.1109/CCINTELS.2015.7437909","url":null,"abstract":"In search of more light on multiple access schemes used in under water acoustic (UWA) communications, through this work, we try to investigate the possibility of using hybrid multiple access scheme, named single carrier frequency division multiple access-interleave division multiple access (SC-FDMA-IDMA). Orthogonal frequency division multiplexing (OFDM) concept is used to fight against long time-delay spreads at the same time interleave division multiple access (IDMA) has a simple multi-user detection (MUD) receiver structure. So OFDM combined with IDMA is a favorable technique for underwater channel. Aquatic transmissions are expensive in terms of power consumed so in this work SC-FDMA-IDMA is analyzed in terms of Bit error rate (BER). It is observed that SC-FDMA-IDMA performs quite near to other multiple access schemes. So SC-FDMA-IDMA is a better choice for Acoustic channel.","PeriodicalId":131816,"journal":{"name":"2015 Communication, Control and Intelligent Systems (CCIS)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115603022","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 : 2015-11-01DOI: 10.1109/CCINTELS.2015.7437898
N. K. Singh, Anoop Singh Poonia
Living beings inherently have the ability to differentiate languages as a part of human intelligence. Language Identification (LID) had been a science fiction in 1970's but today; it has been deployed in practical usage. The prosodic features of a speech are relatively simpler in their structure and are accredited to be very affective in some Language Recognition (LR) or LID tasks; irrespective of these features to be biased on numerous factors, as speaker's way of speaking, the culture and background of speaker. As because prosodic features is regardless very important, researchers against their heavy work have proven many methods for its normalization, making the feature inventory very large. In this book, we have used the maximum likelihood detector for the GMM-UBM based language model to analyze and identify various prosodic attributes in the LID tasks The entire wok includes a series of experiments on several speech corpus and different classification or/and identification technique. In an overview, we may assert that the book explores various experimental datasets, for, performance analysis of LID system with News speech and Natural Conversation speech and Joint Factor Analysis for LR on prosodic featured models.
{"title":"Analysis of prosody based automatic LID systems","authors":"N. K. Singh, Anoop Singh Poonia","doi":"10.1109/CCINTELS.2015.7437898","DOIUrl":"https://doi.org/10.1109/CCINTELS.2015.7437898","url":null,"abstract":"Living beings inherently have the ability to differentiate languages as a part of human intelligence. Language Identification (LID) had been a science fiction in 1970's but today; it has been deployed in practical usage. The prosodic features of a speech are relatively simpler in their structure and are accredited to be very affective in some Language Recognition (LR) or LID tasks; irrespective of these features to be biased on numerous factors, as speaker's way of speaking, the culture and background of speaker. As because prosodic features is regardless very important, researchers against their heavy work have proven many methods for its normalization, making the feature inventory very large. In this book, we have used the maximum likelihood detector for the GMM-UBM based language model to analyze and identify various prosodic attributes in the LID tasks The entire wok includes a series of experiments on several speech corpus and different classification or/and identification technique. In an overview, we may assert that the book explores various experimental datasets, for, performance analysis of LID system with News speech and Natural Conversation speech and Joint Factor Analysis for LR on prosodic featured models.","PeriodicalId":131816,"journal":{"name":"2015 Communication, Control and Intelligent Systems (CCIS)","volume":"87 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114491059","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 : 2015-11-01DOI: 10.1109/CCINTELS.2015.7437950
A. Goyal, Navdeep S. Chahal
Cloud computing has made it feasible to access various IT resources through a high speed network from anywhere in the world. Constant increasing demand of cloud computing is equally popular in consumers as well as providers. But along with advancement every technology is also associated with some ill effects. On same path, cloud computing also accompanies a serious issue with it and that issue is energy consumption. In this paper Firefly Algorithm has been selected as a proposed bio-inspired approach to perform load balancing to reduce energy consumption in cloud data center. Further, the results are compared with Particle Swarm optimization Algorithm (PSO). The energy consumed in case of Firefly Algorithm is less than energy consumed in PSO Algorithm.
{"title":"Bio inspired approach for load balancing to reduce energy consumption in cloud data center","authors":"A. Goyal, Navdeep S. Chahal","doi":"10.1109/CCINTELS.2015.7437950","DOIUrl":"https://doi.org/10.1109/CCINTELS.2015.7437950","url":null,"abstract":"Cloud computing has made it feasible to access various IT resources through a high speed network from anywhere in the world. Constant increasing demand of cloud computing is equally popular in consumers as well as providers. But along with advancement every technology is also associated with some ill effects. On same path, cloud computing also accompanies a serious issue with it and that issue is energy consumption. In this paper Firefly Algorithm has been selected as a proposed bio-inspired approach to perform load balancing to reduce energy consumption in cloud data center. Further, the results are compared with Particle Swarm optimization Algorithm (PSO). The energy consumed in case of Firefly Algorithm is less than energy consumed in PSO Algorithm.","PeriodicalId":131816,"journal":{"name":"2015 Communication, Control and Intelligent Systems (CCIS)","volume":"81 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115998425","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 : 2015-11-01DOI: 10.1109/CCINTELS.2015.7437873
Ashok Kumar, Mithilesh Kumar, G. Parmar
A design of dual wide band circularly polarized circular patch with parasitic ring and defected ground structure. By using the coaxial probe feed 45° with respect to the axis of the two stub plane of the patch then excellent circular polarization (CP) is achieved. The antenna is designed with a double-layer structure, comprising a circular patch with two rectangular stubs along the diameter direction and two half parasitic rings right above it. Both patch are separated by a circular substrate FR-4 (εr = 4.3). The ground plane also defected; two circular slots are cut away at the ground plane. By using the defected ground structure (DGS) the band width also increased. This proposed antenna work at dual wide band that are 6.90 to 7.10 GHz (200 MHz) and 8.06 to 9.22 GHz (1.16 GHz). The % band width is 2.69% and 13.42% and Gain is 6.2 dB and 8.3 dB respectively. The return loss & gain of the proposed antenna show that it has promising characteristics for various C-band and X- band (7-12 GHz) radar and satellite applications. The design is being simulated using CST (computer simulation technology) software.
{"title":"Dual wide band circularly polarized circular patch antenna with two half parasitic rings and defected ground structure","authors":"Ashok Kumar, Mithilesh Kumar, G. Parmar","doi":"10.1109/CCINTELS.2015.7437873","DOIUrl":"https://doi.org/10.1109/CCINTELS.2015.7437873","url":null,"abstract":"A design of dual wide band circularly polarized circular patch with parasitic ring and defected ground structure. By using the coaxial probe feed 45° with respect to the axis of the two stub plane of the patch then excellent circular polarization (CP) is achieved. The antenna is designed with a double-layer structure, comprising a circular patch with two rectangular stubs along the diameter direction and two half parasitic rings right above it. Both patch are separated by a circular substrate FR-4 (εr = 4.3). The ground plane also defected; two circular slots are cut away at the ground plane. By using the defected ground structure (DGS) the band width also increased. This proposed antenna work at dual wide band that are 6.90 to 7.10 GHz (200 MHz) and 8.06 to 9.22 GHz (1.16 GHz). The % band width is 2.69% and 13.42% and Gain is 6.2 dB and 8.3 dB respectively. The return loss & gain of the proposed antenna show that it has promising characteristics for various C-band and X- band (7-12 GHz) radar and satellite applications. The design is being simulated using CST (computer simulation technology) software.","PeriodicalId":131816,"journal":{"name":"2015 Communication, Control and Intelligent Systems (CCIS)","volume":"104 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124746102","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 : 2015-11-01DOI: 10.1109/CCINTELS.2015.7437932
S. Dash, Subrat Kumar, B. Nayak
This paper presents modeling and control of integrated power electronic converters for electronic ballast operation. Experiments are done for different methods for dimming control. The switching frequency control employs the rule based fuzzy logic controller. The fuzzy logic controller will provide the desired pulses for switching action. The simulation result justifies the correctness of the circuit. This proposed circuit can avoid the problems like flickering, stroboscopic effect, noise. The validation of proposed circuit is done by experimenting and implementing the circuit on board. The hardware results are presented.
{"title":"Fuzzy logic controlled PWM boost integrated converter","authors":"S. Dash, Subrat Kumar, B. Nayak","doi":"10.1109/CCINTELS.2015.7437932","DOIUrl":"https://doi.org/10.1109/CCINTELS.2015.7437932","url":null,"abstract":"This paper presents modeling and control of integrated power electronic converters for electronic ballast operation. Experiments are done for different methods for dimming control. The switching frequency control employs the rule based fuzzy logic controller. The fuzzy logic controller will provide the desired pulses for switching action. The simulation result justifies the correctness of the circuit. This proposed circuit can avoid the problems like flickering, stroboscopic effect, noise. The validation of proposed circuit is done by experimenting and implementing the circuit on board. The hardware results are presented.","PeriodicalId":131816,"journal":{"name":"2015 Communication, Control and Intelligent Systems (CCIS)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128655293","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 : 2015-11-01DOI: 10.1109/CCINTELS.2015.7437864
Mahadik Shamala Rajaram, U. Bombale
In this paper, we present a new, simple multiband micro strip antenna mounted on a compact, no ground portion of a system circuit board of a mobile phone with a low profile of 15mm×20mm×11.2mm. The proposed antenna is 3D with an open-ended loop antenna having coaxial feed. It operates at two wide band frequencies, so that it covers multiband such as GSM850/900/ DCS1800/ PCS1900/ UMTS2100/ LTE2300 /2500/2700-3100 radar and radio navigation operation. It provides multiple resonant modes at 900, 1800, 2450, and 2900MHz. It supports the applications of a cellular system and IEEE Wireless Local Area Network (WLAN) and radio navigation and provides lightweight, low cost, multiband functionality. Performance analysis shows improved radiation efficiency, antenna gain and radiation pattern along with a sufficient reduction in return loss. Detailed design considerations of the proposed antenna are described. The simulation analysis is performed by using IE3D software.
{"title":"Compact, 3D, open-ended multiband loop antenna for 4G mobile phone","authors":"Mahadik Shamala Rajaram, U. Bombale","doi":"10.1109/CCINTELS.2015.7437864","DOIUrl":"https://doi.org/10.1109/CCINTELS.2015.7437864","url":null,"abstract":"In this paper, we present a new, simple multiband micro strip antenna mounted on a compact, no ground portion of a system circuit board of a mobile phone with a low profile of 15mm×20mm×11.2mm. The proposed antenna is 3D with an open-ended loop antenna having coaxial feed. It operates at two wide band frequencies, so that it covers multiband such as GSM850/900/ DCS1800/ PCS1900/ UMTS2100/ LTE2300 /2500/2700-3100 radar and radio navigation operation. It provides multiple resonant modes at 900, 1800, 2450, and 2900MHz. It supports the applications of a cellular system and IEEE Wireless Local Area Network (WLAN) and radio navigation and provides lightweight, low cost, multiband functionality. Performance analysis shows improved radiation efficiency, antenna gain and radiation pattern along with a sufficient reduction in return loss. Detailed design considerations of the proposed antenna are described. The simulation analysis is performed by using IE3D software.","PeriodicalId":131816,"journal":{"name":"2015 Communication, Control and Intelligent Systems (CCIS)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129372226","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 : 2015-11-01DOI: 10.1109/CCINTELS.2015.7437888
Girish Chandra Tripathi, Praveen Jaraut, M. Rawat, L. N. Reddy
This paper presents the development and implementation of digital pre-distortion algorithm for a low cost FPGA based platform. The targeted setup is implemented using AD9361 and FPGA based processing boards Xilinx Zynq 7000 to provide wideband, high performance, highly integrated RF transceiver, which is well suited for wireless communications infrastructure, defense electronics systems, RF test equipment, instrumentation and general software-defined radio platforms. The FPGA based setup is reconfigurable as (1 × 1) SISO or (2 × 2) MIMO transmitters. For transmitter branch, digital predistortion has been implemented and results are reported for ZX60-2522M power amplifier from Mini-Circuits and 4G LTE signal implementation having input power of 10dBm and operating range of 0.5 to 2.5 GHz. The platform provides a flexible wireless research tool with the implementation of SDR solutions.
{"title":"Low cost implementation of software defined radio for improved transmit quality of 4G signals","authors":"Girish Chandra Tripathi, Praveen Jaraut, M. Rawat, L. N. Reddy","doi":"10.1109/CCINTELS.2015.7437888","DOIUrl":"https://doi.org/10.1109/CCINTELS.2015.7437888","url":null,"abstract":"This paper presents the development and implementation of digital pre-distortion algorithm for a low cost FPGA based platform. The targeted setup is implemented using AD9361 and FPGA based processing boards Xilinx Zynq 7000 to provide wideband, high performance, highly integrated RF transceiver, which is well suited for wireless communications infrastructure, defense electronics systems, RF test equipment, instrumentation and general software-defined radio platforms. The FPGA based setup is reconfigurable as (1 × 1) SISO or (2 × 2) MIMO transmitters. For transmitter branch, digital predistortion has been implemented and results are reported for ZX60-2522M power amplifier from Mini-Circuits and 4G LTE signal implementation having input power of 10dBm and operating range of 0.5 to 2.5 GHz. The platform provides a flexible wireless research tool with the implementation of SDR solutions.","PeriodicalId":131816,"journal":{"name":"2015 Communication, Control and Intelligent Systems (CCIS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130746411","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 : 2015-11-01DOI: 10.1109/CCINTELS.2015.7437906
Sautami Basu, Y. Khan
The electrocardiogram provides a physician with a view of the heart's activity through electrical signals generated during the cardiac cycle and measured with external electrodes. Because of the high mortality rates of heart diseases faithful detection and classification of ECG arrhythmias is essential for the treatment of patients in the clinics. Arrhythmia classification is one of the most important research domains of computer aided medical systems. The authors have made an exploratory investigation of the classification of ECG signal. DWT (Discrete Wavelet Transform) method has been used to determine the wavelet coefficients which were associated with five features. The features were ranked by using class separability criteria. The authors have established the Shannon Entropy as one of the most suitable features for the purpose of classification.
{"title":"On the aspect of feature extraction and classification of the ECG signal","authors":"Sautami Basu, Y. Khan","doi":"10.1109/CCINTELS.2015.7437906","DOIUrl":"https://doi.org/10.1109/CCINTELS.2015.7437906","url":null,"abstract":"The electrocardiogram provides a physician with a view of the heart's activity through electrical signals generated during the cardiac cycle and measured with external electrodes. Because of the high mortality rates of heart diseases faithful detection and classification of ECG arrhythmias is essential for the treatment of patients in the clinics. Arrhythmia classification is one of the most important research domains of computer aided medical systems. The authors have made an exploratory investigation of the classification of ECG signal. DWT (Discrete Wavelet Transform) method has been used to determine the wavelet coefficients which were associated with five features. The features were ranked by using class separability criteria. The authors have established the Shannon Entropy as one of the most suitable features for the purpose of classification.","PeriodicalId":131816,"journal":{"name":"2015 Communication, Control and Intelligent Systems (CCIS)","volume":"80 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131932140","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 : 2015-11-01DOI: 10.1109/CCINTELS.2015.7437890
M. A. Anwar, D. Gangodkar
Android platform has gained popularity in recent years in terms of its usability by common people, low cost handsets market share and number of available applications. Android operating system was built on a modified Linux kernel with built-in common web services such as email, web browser, and map applications. This paper presents the architecture and design specifications for a Student Attendance Marker Application on an Android platform. The use of android phones for such purposes can ease them to do work quicker. Usage of mobile phones for applications like attendance marking system shows enhanced utility of Smartphones. This application intends to replace common physical register notebooks which are very commonly used in developing countries including India.
{"title":"Design and implementation of mobile phones based attendance marking system","authors":"M. A. Anwar, D. Gangodkar","doi":"10.1109/CCINTELS.2015.7437890","DOIUrl":"https://doi.org/10.1109/CCINTELS.2015.7437890","url":null,"abstract":"Android platform has gained popularity in recent years in terms of its usability by common people, low cost handsets market share and number of available applications. Android operating system was built on a modified Linux kernel with built-in common web services such as email, web browser, and map applications. This paper presents the architecture and design specifications for a Student Attendance Marker Application on an Android platform. The use of android phones for such purposes can ease them to do work quicker. Usage of mobile phones for applications like attendance marking system shows enhanced utility of Smartphones. This application intends to replace common physical register notebooks which are very commonly used in developing countries including India.","PeriodicalId":131816,"journal":{"name":"2015 Communication, Control and Intelligent Systems (CCIS)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2015-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132156492","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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