Pub Date : 2017-12-01DOI: 10.1109/ICCECE.2017.8526232
R. Das, Thomas H. Morris
The application of machine learning (ML) technique in cyber-security is increasing than ever before. Starting from IP traffic classification, filtering malicious traffic for intrusion detection, ML is the one of the promising answers that can be effective against zero day threats. New research is being done by use of statistical traffic characteristics and ML techniques. This paper is a focused literature survey of machine learning and its application to cyber analytics for intrusion detection, traffic classification and applications such as email filtering. Based on the relevance and the number of citation each methods were identified and summarized. Because datasets are an important part of the ML approaches some well know datasets are also mentioned. Some recommendations are also provided on when to use a given algorithm. An evaluation of four ML algorithms has been performed on MODBUS data collected from a gas pipeline. Various attacks have been classified using the ML algorithms and finally the performance of each algorithm have been assessed.
{"title":"Machine Learning and Cyber Security","authors":"R. Das, Thomas H. Morris","doi":"10.1109/ICCECE.2017.8526232","DOIUrl":"https://doi.org/10.1109/ICCECE.2017.8526232","url":null,"abstract":"The application of machine learning (ML) technique in cyber-security is increasing than ever before. Starting from IP traffic classification, filtering malicious traffic for intrusion detection, ML is the one of the promising answers that can be effective against zero day threats. New research is being done by use of statistical traffic characteristics and ML techniques. This paper is a focused literature survey of machine learning and its application to cyber analytics for intrusion detection, traffic classification and applications such as email filtering. Based on the relevance and the number of citation each methods were identified and summarized. Because datasets are an important part of the ML approaches some well know datasets are also mentioned. Some recommendations are also provided on when to use a given algorithm. An evaluation of four ML algorithms has been performed on MODBUS data collected from a gas pipeline. Various attacks have been classified using the ML algorithms and finally the performance of each algorithm have been assessed.","PeriodicalId":325599,"journal":{"name":"2017 International Conference on Computer, Electrical & Communication Engineering (ICCECE)","volume":"90 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132489266","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 : 2017-12-01DOI: 10.1109/ICCECE.2017.8526202
Yash S. Jain, D. Chowdhury, M. Chattopadhyay
This paper deals with real time development of a machine learning based portable system for determining eating habits of a human being using six point calibrated wearable MEMS tri-axial accelerometer. The rise of obesity as a global epidemic makes it immensely important to monitor food habits of a modern day person. In this proposed system, we have derived an easy to adopt algorithm based on a training based model for identifying the amount of calories consumed and burnt by a person. The proposed system consists of a wrist worn MEMS accelerometer that calculates calories burned per step which is directly sent over to the user's smart phone and a cloud based machine learning algorithm that does the prediction of health habit (i.e. healthy, unhealthy or undernutrition) based on the data obtained from the wrist worn device. In order to calculate the health habit of the user, the cloud uses logistic regression with calories burnt (from MEMS accelerometer) and calories consumed (daily manual input)to predict health habit of the user. The wrist worn device extracts calories burnt per step from the change in Y-axis acceleration data of the accelerometer in the wearable device, which after self-calibration is sent over to the user's smart phone through Wi-Fi. Thus, this cloud based food habit detection not only decreases the risk of obesity in a person but also introduces a low cost alternative device with reduced power consumption of $(< 13.5 text{mW})$ and minimal covering size (12.56cm2) that can improve people's life.
{"title":"Machine Learning Based Fitness Tracker Platform Using MEMS Accelerometer","authors":"Yash S. Jain, D. Chowdhury, M. Chattopadhyay","doi":"10.1109/ICCECE.2017.8526202","DOIUrl":"https://doi.org/10.1109/ICCECE.2017.8526202","url":null,"abstract":"This paper deals with real time development of a machine learning based portable system for determining eating habits of a human being using six point calibrated wearable MEMS tri-axial accelerometer. The rise of obesity as a global epidemic makes it immensely important to monitor food habits of a modern day person. In this proposed system, we have derived an easy to adopt algorithm based on a training based model for identifying the amount of calories consumed and burnt by a person. The proposed system consists of a wrist worn MEMS accelerometer that calculates calories burned per step which is directly sent over to the user's smart phone and a cloud based machine learning algorithm that does the prediction of health habit (i.e. healthy, unhealthy or undernutrition) based on the data obtained from the wrist worn device. In order to calculate the health habit of the user, the cloud uses logistic regression with calories burnt (from MEMS accelerometer) and calories consumed (daily manual input)to predict health habit of the user. The wrist worn device extracts calories burnt per step from the change in Y-axis acceleration data of the accelerometer in the wearable device, which after self-calibration is sent over to the user's smart phone through Wi-Fi. Thus, this cloud based food habit detection not only decreases the risk of obesity in a person but also introduces a low cost alternative device with reduced power consumption of $(< 13.5 text{mW})$ and minimal covering size (12.56cm2) that can improve people's life.","PeriodicalId":325599,"journal":{"name":"2017 International Conference on Computer, Electrical & Communication Engineering (ICCECE)","volume":"112 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131645912","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 : 2017-12-01DOI: 10.1109/ICCECE.2017.8526221
A. Bharadwaj, Vk Agrawal
Requirements Engineering was in the forefront for a period of 25 years from 1970. Requirements specification development is a field in which several contributions have been made over the years. It is difficult to analyze all the techniques, to classify them, to determine and compare their advantages and disadvantages. The paper chooses to look at three selected techniques - one each of informal, formatted (structured informal) and formal types - of those that have been presented over the years. The paper looks at one of the first techniques given way back in 1970s for a formatted one and has chosen the Transnet approach as formal method for expressing an ATM system requirements specification. The formal type of requirement specifications is also applied to another example, Library system, wherein inconsistency and incompleteness in the drawn Petri net is determined and corrected. The paper thus demonstrates the usage of Petri nets for developing complete, unambiguous, correct, and consistent requirement specification.
{"title":"Improvement in Requirement Specifications Using Petri Nets","authors":"A. Bharadwaj, Vk Agrawal","doi":"10.1109/ICCECE.2017.8526221","DOIUrl":"https://doi.org/10.1109/ICCECE.2017.8526221","url":null,"abstract":"Requirements Engineering was in the forefront for a period of 25 years from 1970. Requirements specification development is a field in which several contributions have been made over the years. It is difficult to analyze all the techniques, to classify them, to determine and compare their advantages and disadvantages. The paper chooses to look at three selected techniques - one each of informal, formatted (structured informal) and formal types - of those that have been presented over the years. The paper looks at one of the first techniques given way back in 1970s for a formatted one and has chosen the Transnet approach as formal method for expressing an ATM system requirements specification. The formal type of requirement specifications is also applied to another example, Library system, wherein inconsistency and incompleteness in the drawn Petri net is determined and corrected. The paper thus demonstrates the usage of Petri nets for developing complete, unambiguous, correct, and consistent requirement specification.","PeriodicalId":325599,"journal":{"name":"2017 International Conference on Computer, Electrical & Communication Engineering (ICCECE)","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131965796","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 : 2017-12-01DOI: 10.1109/ICCECE.2017.8526203
A. Banerjee, H. Sarkar, A. B. Bhattacharya
Depending on the energy release and the transfer processes, the solar radio bursts may cover a wide bandwidth and may have fine frequency structure. Impulsive and gradual energy release take place from the varying activity centers of the Sun. Solar wind and geomagnetic storm are responsible for affecting fair weather current. All the noted characteristic changes have been analyzed in the paper. Using wind-proof log periodic dipole array developed by our team we have observed constantly varying signal voltages against time. The spectrum analyzer has been used to get solar radio bursts from 50 MHz to 300 MHz. Disturbances to the solar wind owing to a solar flare trigger a geomagnetic storm. Signal variation data caused by solar bursts have been considered with reference to the geomagnetic conditions, for different values of $text{K}_{text{p}}$ and $text{a}_{text{p}}$ indices in particular. A correlation between solar radio burst and geomagnetic conditions has established and the results are interpreted from the consideration of the physical properties.
{"title":"Studies on Solar Radio Signal Variations at Frequencies in the VLF and VHF Bands","authors":"A. Banerjee, H. Sarkar, A. B. Bhattacharya","doi":"10.1109/ICCECE.2017.8526203","DOIUrl":"https://doi.org/10.1109/ICCECE.2017.8526203","url":null,"abstract":"Depending on the energy release and the transfer processes, the solar radio bursts may cover a wide bandwidth and may have fine frequency structure. Impulsive and gradual energy release take place from the varying activity centers of the Sun. Solar wind and geomagnetic storm are responsible for affecting fair weather current. All the noted characteristic changes have been analyzed in the paper. Using wind-proof log periodic dipole array developed by our team we have observed constantly varying signal voltages against time. The spectrum analyzer has been used to get solar radio bursts from 50 MHz to 300 MHz. Disturbances to the solar wind owing to a solar flare trigger a geomagnetic storm. Signal variation data caused by solar bursts have been considered with reference to the geomagnetic conditions, for different values of $text{K}_{text{p}}$ and $text{a}_{text{p}}$ indices in particular. A correlation between solar radio burst and geomagnetic conditions has established and the results are interpreted from the consideration of the physical properties.","PeriodicalId":325599,"journal":{"name":"2017 International Conference on Computer, Electrical & Communication Engineering (ICCECE)","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128807599","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 : 2017-12-01DOI: 10.1109/ICCECE.2017.8526198
Debjani Dey, C. Basak
Integrating a wind power source with a thermal power plant via isolated grid can smooth out the power distribution by partial load sharing and it also can be utilized as backup source. This paper focuses on reduction of generation cost of a thermal plant by reducing its fuel consumption. This paper considers the economic load dispatch control method and load flow analysis method with revisions to incorporate the operating constraints such as real and reactive power generation, transmission losses, lifetime, generation cost. The goal of the load flow analysis is to determine whether this integration is possible or not. The economic dispatch control method helps to determine the reduction of generation cost after wind power integration. Finally, it is shown that the generation cost is reduced and by series compensation method the active power flow in the line is also improved as well as system stability.
{"title":"Cost Optimization of a Wind Power Integrated Thermal Power Plant","authors":"Debjani Dey, C. Basak","doi":"10.1109/ICCECE.2017.8526198","DOIUrl":"https://doi.org/10.1109/ICCECE.2017.8526198","url":null,"abstract":"Integrating a wind power source with a thermal power plant via isolated grid can smooth out the power distribution by partial load sharing and it also can be utilized as backup source. This paper focuses on reduction of generation cost of a thermal plant by reducing its fuel consumption. This paper considers the economic load dispatch control method and load flow analysis method with revisions to incorporate the operating constraints such as real and reactive power generation, transmission losses, lifetime, generation cost. The goal of the load flow analysis is to determine whether this integration is possible or not. The economic dispatch control method helps to determine the reduction of generation cost after wind power integration. Finally, it is shown that the generation cost is reduced and by series compensation method the active power flow in the line is also improved as well as system stability.","PeriodicalId":325599,"journal":{"name":"2017 International Conference on Computer, Electrical & Communication Engineering (ICCECE)","volume":"46 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133637348","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 : 2017-12-01DOI: 10.1109/ICCECE.2017.8526235
Prajit Kumar Das, A. Sinha, Atin Mukherjee
This paper provides a detailed explanation of a fault tolerant method to provide uninterrupted operation in a magnitude comparator based system. Fault may manifest in an electronic system either by virtue of external or internal factors. The following structure provides a subtle way to minimize those factors and make a 4-bit fault tolerant magnitude comparator so that it can reconfigure itself automatically. Area overheard, delay and cost efficiency of our proposed method is compared to that of Triple Modular Redundancy's.
{"title":"Fault Tolerant Architecture Design of a 4-bit Magnitude Comparator","authors":"Prajit Kumar Das, A. Sinha, Atin Mukherjee","doi":"10.1109/ICCECE.2017.8526235","DOIUrl":"https://doi.org/10.1109/ICCECE.2017.8526235","url":null,"abstract":"This paper provides a detailed explanation of a fault tolerant method to provide uninterrupted operation in a magnitude comparator based system. Fault may manifest in an electronic system either by virtue of external or internal factors. The following structure provides a subtle way to minimize those factors and make a 4-bit fault tolerant magnitude comparator so that it can reconfigure itself automatically. Area overheard, delay and cost efficiency of our proposed method is compared to that of Triple Modular Redundancy's.","PeriodicalId":325599,"journal":{"name":"2017 International Conference on Computer, Electrical & Communication Engineering (ICCECE)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130937038","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 : 2017-12-01DOI: 10.1109/ICCECE.2017.8526213
Rudra Chatterjee, C. Ray, R. Bag
The Web usage mining techniques are used to scrutinize the web usage patterns for a web site. Web page prediction plays a vital role by predicting next set of web pages that a user may visit based on the knowledge of the previously visited pages. Web page prediction is the focus of attention of many researchers in recent times and different web page prediction frameworks have been proposed. In this paper, a comparative analysis between two different approaches of web page prediction, namely, Latest Substring Association Rule mining (LSA) and Hidden Markov Model (HMM) has been represented. Web page prediction is implemented by using both the approaches and the experimental results are provided. Finally, an improved approach for web page prediction is proposed at the end of the paper.
{"title":"A Comparative Study on Latest Substring Association Rule Mining and Hidden Markov Model","authors":"Rudra Chatterjee, C. Ray, R. Bag","doi":"10.1109/ICCECE.2017.8526213","DOIUrl":"https://doi.org/10.1109/ICCECE.2017.8526213","url":null,"abstract":"The Web usage mining techniques are used to scrutinize the web usage patterns for a web site. Web page prediction plays a vital role by predicting next set of web pages that a user may visit based on the knowledge of the previously visited pages. Web page prediction is the focus of attention of many researchers in recent times and different web page prediction frameworks have been proposed. In this paper, a comparative analysis between two different approaches of web page prediction, namely, Latest Substring Association Rule mining (LSA) and Hidden Markov Model (HMM) has been represented. Web page prediction is implemented by using both the approaches and the experimental results are provided. Finally, an improved approach for web page prediction is proposed at the end of the paper.","PeriodicalId":325599,"journal":{"name":"2017 International Conference on Computer, Electrical & Communication Engineering (ICCECE)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133926048","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 : 2017-12-01DOI: 10.1109/ICCECE.2017.8526234
S. Chakraborty, S. Bera, N. Mandal, Samik Marick, M. Chattopadhyay
An obstruction meter widely used to measure flow rate of a fluid through a pipe line works on the principle of Bernoulli's equation, where the pressure difference between two sides of the obstruction is taken as a measure of flow rate. Thus the pipe line may suffer from a loss of static pressure and maximum flowing capacity cannot be utilized. In the present paper a novel technique of flow measurement is proposed in order to avoid this difficulty of obstruction meter. In this technique, no obstruction is used in the pipe line and the decrease in pipe line pressure head due to flow is taken as measure of flow. The effect of static pressure head in the pipe line is cancelled out by using to specially design identical bourdon gauges where the movement of the free tip of the bourdon tubes due to pressure is sensed by identical inductive pick up coils. One of the special gauges senses the static pressure at the source under no flow condition and the other pressure gauge senses the pipe line pressure at a given flow rate of the fluid. The free arm of aU-shaped ferromagnetic wire attached with the free tip of each bourdon tube acts as a moveable core inside and inductive pick up coil fixed with the base plate of the bourdon tube. Thus the self inductance of each pick up coil changes the change of pressure in the bourdon tube. Hence the difference between the inductances the two coils measures the change of pipe line pressure due to flow only. In the present paper a modified op-amps based differential inductance measuring circuits is designed whose output varies with the variation of flow rate. This circuit acts as proposed flow transducer. Its principle of operation is describe in the paper the performance of a prototype unit tested experiment mentally is reported in the paper in terms of static characteristics. The characteristics are found to follow the mathematical relation derived in the paper with very good repeatability.
{"title":"A Novel Technique of Flow Measurement Using Pipe Line Pressure Head as a Measuring Parameter","authors":"S. Chakraborty, S. Bera, N. Mandal, Samik Marick, M. Chattopadhyay","doi":"10.1109/ICCECE.2017.8526234","DOIUrl":"https://doi.org/10.1109/ICCECE.2017.8526234","url":null,"abstract":"An obstruction meter widely used to measure flow rate of a fluid through a pipe line works on the principle of Bernoulli's equation, where the pressure difference between two sides of the obstruction is taken as a measure of flow rate. Thus the pipe line may suffer from a loss of static pressure and maximum flowing capacity cannot be utilized. In the present paper a novel technique of flow measurement is proposed in order to avoid this difficulty of obstruction meter. In this technique, no obstruction is used in the pipe line and the decrease in pipe line pressure head due to flow is taken as measure of flow. The effect of static pressure head in the pipe line is cancelled out by using to specially design identical bourdon gauges where the movement of the free tip of the bourdon tubes due to pressure is sensed by identical inductive pick up coils. One of the special gauges senses the static pressure at the source under no flow condition and the other pressure gauge senses the pipe line pressure at a given flow rate of the fluid. The free arm of aU-shaped ferromagnetic wire attached with the free tip of each bourdon tube acts as a moveable core inside and inductive pick up coil fixed with the base plate of the bourdon tube. Thus the self inductance of each pick up coil changes the change of pressure in the bourdon tube. Hence the difference between the inductances the two coils measures the change of pipe line pressure due to flow only. In the present paper a modified op-amps based differential inductance measuring circuits is designed whose output varies with the variation of flow rate. This circuit acts as proposed flow transducer. Its principle of operation is describe in the paper the performance of a prototype unit tested experiment mentally is reported in the paper in terms of static characteristics. The characteristics are found to follow the mathematical relation derived in the paper with very good repeatability.","PeriodicalId":325599,"journal":{"name":"2017 International Conference on Computer, Electrical & Communication Engineering (ICCECE)","volume":"139 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117354823","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 : 2017-12-01DOI: 10.1109/ICCECE.2017.8526218
S. Bhuyan, Kuldip Singh, M. N. Kumar, Satyasis Mishra
The Government of India introduce different programs and schemes for Educational Institutions for implement the green energy in campus through solar power. In this case study we are considering Modern engineering and management studies Balasore, Odisha, India for analyzing the performance of solar power plant in grid connected mode and OFF-Grid mode. The performance of solar power plant is depending on different parameters like location of plant, type of load, load demand, integrated other sources etc. In this paper we are analyzing the performance of 75kWp solar power plant in grid connected mode and in case of OFF-Grid DG mode for full fill the Load demand.
{"title":"A Study on Performance Analysis of 75kWp Grid Connected Solar Power Plant at MEMS","authors":"S. Bhuyan, Kuldip Singh, M. N. Kumar, Satyasis Mishra","doi":"10.1109/ICCECE.2017.8526218","DOIUrl":"https://doi.org/10.1109/ICCECE.2017.8526218","url":null,"abstract":"The Government of India introduce different programs and schemes for Educational Institutions for implement the green energy in campus through solar power. In this case study we are considering Modern engineering and management studies Balasore, Odisha, India for analyzing the performance of solar power plant in grid connected mode and OFF-Grid mode. The performance of solar power plant is depending on different parameters like location of plant, type of load, load demand, integrated other sources etc. In this paper we are analyzing the performance of 75kWp solar power plant in grid connected mode and in case of OFF-Grid DG mode for full fill the Load demand.","PeriodicalId":325599,"journal":{"name":"2017 International Conference on Computer, Electrical & Communication Engineering (ICCECE)","volume":"106 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132312097","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 : 1900-01-01DOI: 10.1109/iccece.2017.8526209
M. Roy, Choudhury, S. Biswas, A. Banerjee, Jyotirmoy, Pandit
Paper Particulars
论文资料
{"title":"Paper Particulars","authors":"M. Roy, Choudhury, S. Biswas, A. Banerjee, Jyotirmoy, Pandit","doi":"10.1109/iccece.2017.8526209","DOIUrl":"https://doi.org/10.1109/iccece.2017.8526209","url":null,"abstract":"Paper Particulars","PeriodicalId":325599,"journal":{"name":"2017 International Conference on Computer, Electrical & Communication Engineering (ICCECE)","volume":"2016 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131026292","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}
京公网安备 11010802042870号
京ICP备2023020795号-1
扫码关注我们
求助内容：
应助结果提醒方式：