International Journal of Advanced Research in Computer Science, 2016
Teaching is not just an act of intelligence; it is a legacy of association, legacy of effort, leg... more Teaching is not just an act of intelligence; it is a legacy of association, legacy of effort, legacy of priority and legacy of moral and ethical standards. A person is nurtured by his parents since his birth, school mates, society and others. It is very essential for an education institution to focus on the realistic insight of a student. The very essence to comprehend purely depends on the basis of how a teacher imprints the impact of learning into an understandable status for a student. To be a teacher, knowledge of a sphere is not only the requirement for representation, but also a supporting plan for an individual to remain in the sphere of learning. Continued learning is the key tool for teachers, since updating the knowledge has to be the basic criterion for a teacher to discover his/her credibility. So, higher education learning institutions and the government in particular, has increasingly wanted to be assured of the quality in overall performances of a teacher. In getting this assurance, universities, therefore have to produce tangible evidence of the quality of teachers they provide. Analysing the performance of a teacher is an important part of education system. It plays a crucial role in improving overall qualities and arousing enthusiasm of the teacher. Therefore it is one of the great implication to design a new mathematical model to analyze the performance of a teacher based on the existing information system. In this paper a study has been made by using multi-criteria decision making with the help of six methodologies containing AHP, Fuzzy AHP, COPRAS, TOPSIS, Cooperative Game Theory and Compromise Programming. Several expert opinions are considered to compare between the teachers and at last determines the rank using group decision making method.
International Journal of u- and e- Service, Science and Technology, Aug 1, 2013
Faculty selection procedure in any educational organization is a multi-criteria decision making (... more Faculty selection procedure in any educational organization is a multi-criteria decision making (MCDM) problem. Faculty members play an important role while judging the quality of an educational institute. Thus, educational organizations are interested to recruit the best faculty in order to provide a quality education to their students. As, this MCDM problem requires multiple criteria and a finite set of candidate alternatives, an amalgamation of various MCDM methods can be used to solve such problem. In this paper a study has been made on ranking five alternatives with the help of three step methodology combining FAHP with PROMETHEE-2 and TOPSIS, comparing the results and finally determining the rank using group decision making method. This proposed model yields the ranking of the five candidates in a faculty interview considering several experts’ opinion.
The Sudbury neutrino observatory (SNO) detects 8 B solar neutrino fluxes from both the D 2 O and ... more The Sudbury neutrino observatory (SNO) detects 8 B solar neutrino fluxes from both the D 2 O and Salt detector. In the present analysis we have taken into consideration the flux data from
Document is unavailable: This DOI was registered to an article that was not presented by the auth... more Document is unavailable: This DOI was registered to an article that was not presented by the author(s) at this conference. As per section 8.2.1.B.13 of IEEE's "Publication Services and Products Board Operations Manual," IEEE has chosen to exclude this article from distribution. We regret any inconvenience.
International Journal of Engineering and Applied Physics, May 25, 2021
National Assessment and Accreditation Council is an impartial group of the University Grants Comm... more National Assessment and Accreditation Council is an impartial group of the University Grants Commission (UGC) of India, mounted in 1994. It has taken the duty of assessing and accrediting faculties and universities in India to encourage the instructional surroundings for the development of excellence in teaching, learning, and discovery in superior training. In those missions, NAAC acts a dynamic role. NAAC has been worried about reforming its ongoing Valuation and Certification policies, grounded on its arena, its shared statistics with different International Quality Assurance Agencies, and the best necessities withinside the worlds converting the state of affairs over the progressive training development. In this paper, a new mathematical model is developed to explore the NAAC rating of a wellknown Engineering College, considering nine more well-known Engineering Colleges. The system is characterized by NAAC Accreditation Criteria using Multi-Criteria Decision-Making Methods, Statistics, and Group Decision Making.
In this fast entertainment era Twenty-20 cricket becomes one of the most popular entertaining spo... more In this fast entertainment era Twenty-20 cricket becomes one of the most popular entertaining sports in all aged persons. Multi-criteria analysis plays a vital role to measure the performance of cricketers and Decision tree technique helps us to classify in very efficient manner. This paper makes use of Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) method to produce the overall performance of the all-rounder of Indian Premier League (IPL) T-20 session-III cricket tournament. The results of TOPSIS method are further used to classify all-rounder in four different categories by using Decision tree. Finally, this paper proposed a multi-criteria decision tree approach which provides accurate & efficient data classification upon the players’ performance.
An improved Firefly Algorithm named Repulsion Propulsion Firefly Algorithm (PropFA) is proposed.P... more An improved Firefly Algorithm named Repulsion Propulsion Firefly Algorithm (PropFA) is proposed.Parameters odf Firefly Algorithm were made adaptive in nature. • CEC2013 28 benchmarks test suits are employed to test and compare PropFA with several other algorithms. • PropFA was applied for the the purpose Spill Area Estimation of a fast expanding oil spill .The swarm agents were directly translated to a a physical robot(Unmanned Aerial Vehicle). • Experimental results of the PropFA based confinement strategy was noted to be successfull in confining,tracking and area estimation of a spill area upto 16k.m^2 with a total swarm drone population of 30.
2016 6th International Conference on IT Convergence and Security (ICITCS), 2016
Document is unavailable: This DOI was registered to an article that was not presented by the auth... more Document is unavailable: This DOI was registered to an article that was not presented by the author(s) at this conference. As per section 8.2.1.B.13 of IEEE's "Publication Services and Products Board Operations Manual," IEEE has chosen to exclude this article from distribution. We regret any inconvenience.
International Journal of Hybrid Information Technology, 2014
The present study aims to design a methodical model based on Analytical hierarchy Process (AHP) a... more The present study aims to design a methodical model based on Analytical hierarchy Process (AHP) and Artificial Neural Network (ANN) for estimation of player price in IPL. Based on expert view several key features are chosen for cricket player price calculation in IPL twenty-20 cricket tournament. Initial weights of attributes are calculated through AHP. Dataset is prepared using Open Source Information from the internet and offline experts. Back propagation neural network trains a pre normalized performance dataset of last three years IPL statistical dataset of 226 players. Finally, our proposed methodology gives a systematic way to select the important attributes and calculate the weights based on expert opinion to measure the optimal price for a player which will help the IPL team owner to select the player according their budget and strategies. A strict tradeoff between 'budget conscious bidding' and 'performance based bidding' is thus optimized using this model.
In the present work we have studied daily data of NASDAQ during the period 5 th February 1971 to ... more In the present work we have studied daily data of NASDAQ during the period 5 th February 1971 to 31 st January 2009, daily data of Dow Jones during the period 1 st October 1928 to 31 st January 2009 and daily data of SENSEX during 1 st July 1997 to 31 st January 2009 in order to investigate the relationship between USA and Indian stock markets. These three time series are here processed through Finite Variance Scaling Method which is a form of scaling in order to find the corresponding Hurst exponents. Study reveals that all the three series exhibit anti-persistent behaviour (short-memory process). Interestingly it is observed that the corresponding values of Hurst exponents are not significantly different from each other. We have also studied the autocorrelations with different lags for all these three series and study reveals that we have steady negative profile for autocorrelations of all the three indices.
In this paper, a search is made to detect any sort of nonlinearity and chaos in the solar irradia... more In this paper, a search is made to detect any sort of nonlinearity and chaos in the solar irradiance data from the Earth Radiation Budget Satellite during the time period from October 15, 1984 to October 15, 2003 in order to investigate the inherent complexity in it. In this paper, delay vector variance analysis has been applied to trace the nonlinearity; whereas 0-1 test, correlation dimension analysis, information entropy, recurrence plot, and recurrence quantification analysis have been used to explore the signature of chaos in the present time series. Present investigation reveals that though nonlinearity is significantly present in the signal, chaotic behavior is not really observed in it.
International Journal of Mathematics in Operational Research
This paper aims to measure the performances of batsmen during first three session of Indian Premi... more This paper aims to measure the performances of batsmen during first three session of Indian Premier League (IPL) Twenty-20 cricket tournament. Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) method for multi-criteria decision making has been used to evaluate the performances of batsmen. Analytical Hierarchy Process (AHP) has been used for calculating the weights of the batsmen's criterion and One-way ANalysis Of VAriance (ANOVA) has been used to measure the contribution of the different criterion which is further combined with the AHP results to get the modified weight of each criterion. Finally, this article proposed a statistical based multi-criteria decision making analysis which provides a comparison between the batsmen in three IPL and evaluate the overall performances of batsmen.
There is a long curiosity about the events that are going on at the core of the sun. But due to i... more There is a long curiosity about the events that are going on at the core of the sun. But due to intense density of the layers of the sun the elementary particles like protons, electrons and even protons takes a very long time to come out from the core to the outermost layer i.e. corona. The neutrinos being nearly mass less and charge less manage to come out from the core to the corona and then to the earth. Neutrino flux coming out of the core of the Sun carries significant information. In the present study we have implemented the signal processing tools (time-frequency response analysis, TFRA) on the solar neutrino flux signal (both D 2 O and Salt data) obtained from Sudbury Neutrino Observatory in search of the nature of variation, trends and underlying periodicities(if any) of the signal. Our study has revealed that the signals are non-stationary with underlying anti persistent trends and have multi-periodic nature. Study reveals periods at 6.834, 11.83, 35.87, 35.92, 106.823 and...
In the present paper we have analyzed the solar irradiance data from the Earth Radiation Budget S... more In the present paper we have analyzed the solar irradiance data from the Earth Radiation Budget Satellite (ERBS) during the time period from October 15, 1984 to October 15, 2003 to detect the corresponding periods, if any with relevant scores (confidence). Power spectrum of the denoised signal has been obtained using FFT in order to search for its periodicities. Present calculation reveals strong periods around 9.08-9.35, 13.53-14.03, 27.50-28.17, 30.26, 35.99-36.37, 51.14-51.52, 68.27-68.60, 101.15, 124.85, 150.63-153.98, 659.90, 729.37, 1259.82, 3464.50 and 4619.33 days. We also got some weak periods around 46.19, 72.55, 82.49, 137.21-139.98, 395.94, 407.59 and 1979.71 days.
In order to handle imprecise and ambiguous information, the application of fuzzy set theory with ... more In order to handle imprecise and ambiguous information, the application of fuzzy set theory with fuzzy classification is widely used in data mining. This paper represents the use of MATLAB language to produce a multi-criteria fuzzy classification technique to classify the bowling statistics of Indian Premier League (IPL) T-20 version-3 cricket tournament. The definition of classes as well as the membership function has been implemented using MATLAB. The results obtained from Indian premier league bowling statistics dataset classify into four classes (Poor Bowling Class, Below Average Bowling Class, Average Bowling Class and Good Bowling Class). Finally, this article proposed a multi-criteria fuzzy classification technique which provides efficient and accurate data analysis in the field of data mining.
International Journal of Advanced Research in Computer Science, 2016
Teaching is not just an act of intelligence; it is a legacy of association, legacy of effort, leg... more Teaching is not just an act of intelligence; it is a legacy of association, legacy of effort, legacy of priority and legacy of moral and ethical standards. A person is nurtured by his parents since his birth, school mates, society and others. It is very essential for an education institution to focus on the realistic insight of a student. The very essence to comprehend purely depends on the basis of how a teacher imprints the impact of learning into an understandable status for a student. To be a teacher, knowledge of a sphere is not only the requirement for representation, but also a supporting plan for an individual to remain in the sphere of learning. Continued learning is the key tool for teachers, since updating the knowledge has to be the basic criterion for a teacher to discover his/her credibility. So, higher education learning institutions and the government in particular, has increasingly wanted to be assured of the quality in overall performances of a teacher. In getting this assurance, universities, therefore have to produce tangible evidence of the quality of teachers they provide. Analysing the performance of a teacher is an important part of education system. It plays a crucial role in improving overall qualities and arousing enthusiasm of the teacher. Therefore it is one of the great implication to design a new mathematical model to analyze the performance of a teacher based on the existing information system. In this paper a study has been made by using multi-criteria decision making with the help of six methodologies containing AHP, Fuzzy AHP, COPRAS, TOPSIS, Cooperative Game Theory and Compromise Programming. Several expert opinions are considered to compare between the teachers and at last determines the rank using group decision making method.
International Journal of u- and e- Service, Science and Technology, Aug 1, 2013
Faculty selection procedure in any educational organization is a multi-criteria decision making (... more Faculty selection procedure in any educational organization is a multi-criteria decision making (MCDM) problem. Faculty members play an important role while judging the quality of an educational institute. Thus, educational organizations are interested to recruit the best faculty in order to provide a quality education to their students. As, this MCDM problem requires multiple criteria and a finite set of candidate alternatives, an amalgamation of various MCDM methods can be used to solve such problem. In this paper a study has been made on ranking five alternatives with the help of three step methodology combining FAHP with PROMETHEE-2 and TOPSIS, comparing the results and finally determining the rank using group decision making method. This proposed model yields the ranking of the five candidates in a faculty interview considering several experts’ opinion.
The Sudbury neutrino observatory (SNO) detects 8 B solar neutrino fluxes from both the D 2 O and ... more The Sudbury neutrino observatory (SNO) detects 8 B solar neutrino fluxes from both the D 2 O and Salt detector. In the present analysis we have taken into consideration the flux data from
Document is unavailable: This DOI was registered to an article that was not presented by the auth... more Document is unavailable: This DOI was registered to an article that was not presented by the author(s) at this conference. As per section 8.2.1.B.13 of IEEE's "Publication Services and Products Board Operations Manual," IEEE has chosen to exclude this article from distribution. We regret any inconvenience.
International Journal of Engineering and Applied Physics, May 25, 2021
National Assessment and Accreditation Council is an impartial group of the University Grants Comm... more National Assessment and Accreditation Council is an impartial group of the University Grants Commission (UGC) of India, mounted in 1994. It has taken the duty of assessing and accrediting faculties and universities in India to encourage the instructional surroundings for the development of excellence in teaching, learning, and discovery in superior training. In those missions, NAAC acts a dynamic role. NAAC has been worried about reforming its ongoing Valuation and Certification policies, grounded on its arena, its shared statistics with different International Quality Assurance Agencies, and the best necessities withinside the worlds converting the state of affairs over the progressive training development. In this paper, a new mathematical model is developed to explore the NAAC rating of a wellknown Engineering College, considering nine more well-known Engineering Colleges. The system is characterized by NAAC Accreditation Criteria using Multi-Criteria Decision-Making Methods, Statistics, and Group Decision Making.
In this fast entertainment era Twenty-20 cricket becomes one of the most popular entertaining spo... more In this fast entertainment era Twenty-20 cricket becomes one of the most popular entertaining sports in all aged persons. Multi-criteria analysis plays a vital role to measure the performance of cricketers and Decision tree technique helps us to classify in very efficient manner. This paper makes use of Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) method to produce the overall performance of the all-rounder of Indian Premier League (IPL) T-20 session-III cricket tournament. The results of TOPSIS method are further used to classify all-rounder in four different categories by using Decision tree. Finally, this paper proposed a multi-criteria decision tree approach which provides accurate & efficient data classification upon the players’ performance.
An improved Firefly Algorithm named Repulsion Propulsion Firefly Algorithm (PropFA) is proposed.P... more An improved Firefly Algorithm named Repulsion Propulsion Firefly Algorithm (PropFA) is proposed.Parameters odf Firefly Algorithm were made adaptive in nature. • CEC2013 28 benchmarks test suits are employed to test and compare PropFA with several other algorithms. • PropFA was applied for the the purpose Spill Area Estimation of a fast expanding oil spill .The swarm agents were directly translated to a a physical robot(Unmanned Aerial Vehicle). • Experimental results of the PropFA based confinement strategy was noted to be successfull in confining,tracking and area estimation of a spill area upto 16k.m^2 with a total swarm drone population of 30.
2016 6th International Conference on IT Convergence and Security (ICITCS), 2016
Document is unavailable: This DOI was registered to an article that was not presented by the auth... more Document is unavailable: This DOI was registered to an article that was not presented by the author(s) at this conference. As per section 8.2.1.B.13 of IEEE's "Publication Services and Products Board Operations Manual," IEEE has chosen to exclude this article from distribution. We regret any inconvenience.
International Journal of Hybrid Information Technology, 2014
The present study aims to design a methodical model based on Analytical hierarchy Process (AHP) a... more The present study aims to design a methodical model based on Analytical hierarchy Process (AHP) and Artificial Neural Network (ANN) for estimation of player price in IPL. Based on expert view several key features are chosen for cricket player price calculation in IPL twenty-20 cricket tournament. Initial weights of attributes are calculated through AHP. Dataset is prepared using Open Source Information from the internet and offline experts. Back propagation neural network trains a pre normalized performance dataset of last three years IPL statistical dataset of 226 players. Finally, our proposed methodology gives a systematic way to select the important attributes and calculate the weights based on expert opinion to measure the optimal price for a player which will help the IPL team owner to select the player according their budget and strategies. A strict tradeoff between 'budget conscious bidding' and 'performance based bidding' is thus optimized using this model.
In the present work we have studied daily data of NASDAQ during the period 5 th February 1971 to ... more In the present work we have studied daily data of NASDAQ during the period 5 th February 1971 to 31 st January 2009, daily data of Dow Jones during the period 1 st October 1928 to 31 st January 2009 and daily data of SENSEX during 1 st July 1997 to 31 st January 2009 in order to investigate the relationship between USA and Indian stock markets. These three time series are here processed through Finite Variance Scaling Method which is a form of scaling in order to find the corresponding Hurst exponents. Study reveals that all the three series exhibit anti-persistent behaviour (short-memory process). Interestingly it is observed that the corresponding values of Hurst exponents are not significantly different from each other. We have also studied the autocorrelations with different lags for all these three series and study reveals that we have steady negative profile for autocorrelations of all the three indices.
In this paper, a search is made to detect any sort of nonlinearity and chaos in the solar irradia... more In this paper, a search is made to detect any sort of nonlinearity and chaos in the solar irradiance data from the Earth Radiation Budget Satellite during the time period from October 15, 1984 to October 15, 2003 in order to investigate the inherent complexity in it. In this paper, delay vector variance analysis has been applied to trace the nonlinearity; whereas 0-1 test, correlation dimension analysis, information entropy, recurrence plot, and recurrence quantification analysis have been used to explore the signature of chaos in the present time series. Present investigation reveals that though nonlinearity is significantly present in the signal, chaotic behavior is not really observed in it.
International Journal of Mathematics in Operational Research
This paper aims to measure the performances of batsmen during first three session of Indian Premi... more This paper aims to measure the performances of batsmen during first three session of Indian Premier League (IPL) Twenty-20 cricket tournament. Technique for Order Preference by Similarity to Ideal Solution (TOPSIS) method for multi-criteria decision making has been used to evaluate the performances of batsmen. Analytical Hierarchy Process (AHP) has been used for calculating the weights of the batsmen's criterion and One-way ANalysis Of VAriance (ANOVA) has been used to measure the contribution of the different criterion which is further combined with the AHP results to get the modified weight of each criterion. Finally, this article proposed a statistical based multi-criteria decision making analysis which provides a comparison between the batsmen in three IPL and evaluate the overall performances of batsmen.
There is a long curiosity about the events that are going on at the core of the sun. But due to i... more There is a long curiosity about the events that are going on at the core of the sun. But due to intense density of the layers of the sun the elementary particles like protons, electrons and even protons takes a very long time to come out from the core to the outermost layer i.e. corona. The neutrinos being nearly mass less and charge less manage to come out from the core to the corona and then to the earth. Neutrino flux coming out of the core of the Sun carries significant information. In the present study we have implemented the signal processing tools (time-frequency response analysis, TFRA) on the solar neutrino flux signal (both D 2 O and Salt data) obtained from Sudbury Neutrino Observatory in search of the nature of variation, trends and underlying periodicities(if any) of the signal. Our study has revealed that the signals are non-stationary with underlying anti persistent trends and have multi-periodic nature. Study reveals periods at 6.834, 11.83, 35.87, 35.92, 106.823 and...
In the present paper we have analyzed the solar irradiance data from the Earth Radiation Budget S... more In the present paper we have analyzed the solar irradiance data from the Earth Radiation Budget Satellite (ERBS) during the time period from October 15, 1984 to October 15, 2003 to detect the corresponding periods, if any with relevant scores (confidence). Power spectrum of the denoised signal has been obtained using FFT in order to search for its periodicities. Present calculation reveals strong periods around 9.08-9.35, 13.53-14.03, 27.50-28.17, 30.26, 35.99-36.37, 51.14-51.52, 68.27-68.60, 101.15, 124.85, 150.63-153.98, 659.90, 729.37, 1259.82, 3464.50 and 4619.33 days. We also got some weak periods around 46.19, 72.55, 82.49, 137.21-139.98, 395.94, 407.59 and 1979.71 days.
In order to handle imprecise and ambiguous information, the application of fuzzy set theory with ... more In order to handle imprecise and ambiguous information, the application of fuzzy set theory with fuzzy classification is widely used in data mining. This paper represents the use of MATLAB language to produce a multi-criteria fuzzy classification technique to classify the bowling statistics of Indian Premier League (IPL) T-20 version-3 cricket tournament. The definition of classes as well as the membership function has been implemented using MATLAB. The results obtained from Indian premier league bowling statistics dataset classify into four classes (Poor Bowling Class, Below Average Bowling Class, Average Bowling Class and Good Bowling Class). Finally, this article proposed a multi-criteria fuzzy classification technique which provides efficient and accurate data analysis in the field of data mining.
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Papers by Dipendra Ghosh