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Papers by Mohammad Irfan Farhan

Research paper thumbnail of Perancangan Sistem Informasi Reservasi Kamar Berbasis Web Di Pondok La Viza

Sistem informasi dibuat untuk menunjang kinerja dan pelayanan pada Pondok La Viza. Tujuannya agar... more Sistem informasi dibuat untuk menunjang kinerja dan pelayanan pada Pondok La Viza. Tujuannya agar memudahkan Pengunjung dalam melakukan reservasi atau pemesanan kamar, memudahkan Receptionist dalam melayani pengunjung serta dalam pengolahan data penyewawaan dan transparansi data-data penyewaan kamar yang dapat dilihat secara online oleh Owner Pondok La Viza Metode yang digunakan untuk merancang aplikasi ini menggunakan metode pengembangan perangkat lunak Prototype. Pada pemodelan sistemnya penulis menggunakan pendekatan sistem secara objek sebagai alat bantu pemodelan sistem. Pada pendekatan secara objek ini penulis menggunakan Unified Modeling Language (UML) untuk merancang prosedur dan data. Bahasa pemograman yang digunakan oleh penulis adalah bahasa pemograman PHP dan database yang digunakan untuk penyimpanan data menggunakan MySql. Setelah melaksanakan implementasi diharapkan sistem informasi ini berjalan dengan baik sekaligus memberikan solusi dari masalah yang ada. Selain dari...

Research paper thumbnail of CNTFET Based Circuit Performance over CMOS in Logic Gates

Carbon nanotubes (CNTs) exhibit high current handling capability, higher thermal and electrical c... more Carbon nanotubes (CNTs) exhibit high current handling capability, higher thermal and electrical conductivity and higher transport properties, presently the Carbon nanotube technology are be the best competitor and alternative of conventionally used Complementary metal oxide semiconductor technology(CMOS). In this paper, CNT based field effect transistors known as CNTFET is compared with the conventionally used silicon based technology MOSFETs on the basis of circuit level performance. Those two technologies are compared with simulation work performed on logic families such as inverter, logic gates NAND and NOR. We used gate length of 32nm for both MOSFET and CNTFET. The results of simulation conclude that in CNTFET based logic gates, leakage power and power delay product are lower and the delay is about 10times lower, compared to the MOSFET based devices such as logic gates. These excellent performances characteristics with different variations are also exhibit excellent robustness.

Research paper thumbnail of Exploration Methodology Using Morphology and Alloy Composition of Alluvial Gold: A Case Study from Quaternary Deposits of the Nowshera District, Khyber Pakhtunkhwa, Pakistan

Mining, Metallurgy & Exploration, 2020

Alluvial gold is abundant in the Quaternary deposits of the Kabul and Indus rivers in District No... more Alluvial gold is abundant in the Quaternary deposits of the Kabul and Indus rivers in District Nowshera, Khyber Pakhtunkhwa, Pakistan. Understanding the provenance of alluvial gold using morphology and elemental composition could be helpful in developing an exploration strategy of regional benefit. Detailed morphological studies of gold grains revealed high flatness index values which are indicative of a distal source. Compositional studies of 58 gold grains using SEM and EMPA showed broadly similar Ag ranges (1–15 wt%) for each sample and occasional Cu values in individual gold particles to 0.4 wt%. Whilst the Ag profile is not diagnostic, the Cu values are compatible with derivation from either porphyry systems or ultrabasic rocks. The complex geology of the drainage catchments could host gold mineralization of other styles, but larger sample suites would be required to refine the current interpretation to establish whether particles which are simple Au-Ag alloys could be derived from orogenic or epithermal sources. This scoping study has demonstrated that the compositional and morphological studies of gold grains are useful in providing information regarding the nature and location of the source of placer gold in areas where there is limited information on the nature and location of in situ mineralization.

Research paper thumbnail of Recurrence Rate of Primary Pterygium Following Excision with Mitomycin C versus Excision with Amniotic Membrane Transplant

Pakistan Journal of Ophthalmology, 2020

Purpose: To compare recurrence rate of primary pterygium following excision with mitomycin c vers... more Purpose: To compare recurrence rate of primary pterygium following excision with mitomycin c verses excisionwith amniotic membrane transplant.Study Design: Quasi experimental study.Place and Duration of Study: Qazi Hussain Ahmad Medical Complex, Nowshera, from January 2019 to June2019.Material and Methods: One hundred and two patients presenting for the first time with pterygium were includedin the study and were divided into two groups. Patients having conjunctivitis, blephritis, keratitis or any otherocular inflammatory condition and patients having history of chemical burns and symblepharon were excludedfrom the study. Group A underwent surgical excision with 0.02% mitomycin–C application for 3 minutes andGroup B was surgically treated with application of amniotic membrane. Patients of both groups were followed upfor six months to detect recurrence of pterygium. Data was analyzed using SPSS version 20. Frequency andpercentages were calculated for categorical data like age, gender...

Research paper thumbnail of Elevated Neutrophil: Lymphocyte Ratio Does Not Predict Survival In Multiple Myeloma Patients

Blood, 2013

Background Cancer associated inflammation is one of the key determinants of outcome in patients w... more Background Cancer associated inflammation is one of the key determinants of outcome in patients with cancer. An elevated neutrophil: lymphocyte ratio (NLR) has been identified as a predictor of worse survival in patients with various solid tumors compared to hematologic malignancies but no reports yet examined its impact on multiple myeloma. The aim of this study was to examine the prognostic value of an elevated NLR in multiple myeloma. Methods We had approval by our institutional review board to collect the data on patients diagnosed with multiple myeloma at Staten Island University Hospital between year 2000 and 2012 identified from our local cancer database. Data on demographics, conventional prognostic markers, laboratory analyzes including blood count results, and histopathology were collected and analyzed. A cox proportional survival analysis was carried out to assess the relationship between NLR and mortality. NLR was assessed as a continuous variable as well as categorical ...

Research paper thumbnail of Artificial Intelligence: Medical Student S Attitude in District Peshawar Pakistan

Pakistan Journal of Public Health, 2019

Background: Artificial intelligence (AI) is an advanced computer technology used in the medical f... more Background: Artificial intelligence (AI) is an advanced computer technology used in the medical field to elude the errors and enhance effectiveness and efficiency, especially in clinical work. Developing countries can utilize the same models to improve their health care system as the industrialized world. Globally medicine is evolving to the era of "Artificial intelligence", medical education must include these modern technologies and competencies to reform. We intended to determine the attitude of the medical students towards the introduction of AI in Undergraduate Medical Education in District Peshawar. Methods: This cross-sectional descriptive study was carried out among 384 students of two medical colleges in Peshawar, utilizing a convenient sampling technique for data collection. A self-administered questionnaire, with 5 points Likert scale was used to collect data. Data was analyzed through SPSS version (22.2). Results: Majority of the students 61.7% had no previous ...

Research paper thumbnail of The role of electronic medical records in improving the quality of health care services: Comparative study

International Journal of Medical Informatics, 2019

PURPOSE The purpose of this study is to identify the quality of health care services' differe... more PURPOSE The purpose of this study is to identify the quality of health care services' differences between adopted Electronic Medical Record (EMR) and paper-based record hospitals. Moreover, to identify how the quality of electronic medical records affect the quality of health care services. METHODS A cross-sectional, descriptive, and comparative design was utilized between two groups in this study. The study was conducted in two public hospitals in Jordan. One hospital which had adopted the EMR system in their works and another hospital that had paper-based record. A convenience sampling technique was used to select 410 health professionals from the selected hospitals (205 participants from each hospital). SERVQUAL and E-S-QUAL questionnaires were adopted to collect the data about the quality of EMR and quality of health care service. Statistical Package for the Social Sciences (SPSS) Version 21 was deployed to analyze the collected data. RESULT The results indicate that the quality of health care services (expectation and perception) in EMRs adopted hospital is higher than the quality of health care services in the hospital using paper-based record. Quality of EMRs and its domains (efficiency, availability, fulfilment, and privacy) are high in both perception and expectation of health care professionals in EMR-adopted hospitals. Moreover, there is a significant relationship between the whole perception of the quality of electronic medical records and the quality of services, and between each domain of quality of EMRs and total perception of quality of services. CONCLUSION Adoption of a high quality of EMR has a significant impact on improving the quality of health care services.

Research paper thumbnail of Concomitant Presence of EGFR and ALK Fusion Gene Mutation in Adenocarcinoma of Lung: A Case Report and Review of the Literature

Journal of pharmacy practice, 2017

Empirical evidence has long suggested that oncogenic driver mutations in non-small-cell lung canc... more Empirical evidence has long suggested that oncogenic driver mutations in non-small-cell lung cancer are mutually independent. However, recent studies reported in pertinent literature reveal that concomitant epidermal growth factor receptor (EGFR) mutations and anaplastic lymphoma kinase (ALK) rearrangement can occur in a subset of patients with NSCLC. In order to shed further light on this issue, we report a case of adenocarcinoma of lung harboring both EGFR mutation in exon 21 (L861Q) and ALK rearrangement. This allows us to speculate on likely molecular mechanisms underlying this uncommon phenomenon, while also offering some practical guidelines on the therapeutic options that could benefit patients diagnosed with this dual-positive tumor.

Research paper thumbnail of Performance Analysis of Current Ratio under Different Dielectric Constant for Carbon Nanotube Field Effect Transistor

Research paper thumbnail of Design of Active Suspension using Robust PID Controller

This report discusses the final analysis and basic understanding of the chosen topic, which is De... more This report discusses the final analysis and basic understanding of the chosen topic, which is Design of Active Suspension Using Robust PID Controller. The objective of this research is to propose another method in designing an active suspensien by using robust PID centreller and to analyze the effectiveness ef this method compared to other. This report is divided into a few main seetiens for clarity and easier reference. There are Introduction, Literature Review, Methodology and Result and Discussion. The Introduction part will helps the reader to have a general view on what is Robust PID Controller and how to implement it into an active suspension, in this part; it i~ !!!~ i!lc!~c;ll:l thl:l b!ICkgrol!!\d $ldy, prg\>!em lltlltl:lml:l!!t, gbj~tivl:l gf st\ldy !l!!d also scope of study that being done by the writer. The body of this report will further explain all the literature review and research that being done before regarding the same field of interest, this will include the research done by the writer on the vibration control of vehicle suspension system that have the same interest with the topic discussed in this report. The methodology part will explain on how the sequence will take place in order to complete this project within one year duration. Result and discussion shall discuss on the mathematical modeling based on two type of vehicle model that being proposed for this project. It is also included in this part the programming and simulation done in the MATLAB on how the system goes in passive suspension and also the active suspension based on two aspects which are suspension travel vs time and body mass displacement vs time. Then the validation is dane by comparing the result gain from the analysis with the literature.

Research paper thumbnail of Fast variability analysis of general nonlinear circuits using decoupled polynomial chaos

2014 IEEE 18th Workshop on Signal and Power Integrity (SPI), 2014

ABSTRACT This paper presents a new approach aimed at limiting the growth of the computational cos... more ABSTRACT This paper presents a new approach aimed at limiting the growth of the computational cost of variability analysis, of nonlinear circuits, using the Hermite-based Polynomial Chaos (PC), with the increase in the number of random variables. The proposed technique is based on deriving a closed-form formula for the structure of the augmented Jacobian matrix generated by the PC approach, and then shows that this structure can be approximated with a different structure that can be decoupled into independent diagonal blocks.

Research paper thumbnail of Versatile 20 GHz wideband RF digitizer for test and measurement

IEEE Instrumentation & Measurement Magazine, 2014

ABSTRACT Wireless device manufacturers are challenged with the test and measurement of ever-evolv... more ABSTRACT Wireless device manufacturers are challenged with the test and measurement of ever-evolving complex signals while at the same time contending with shrinking test equipment budgets. For example, modern wireless signals can have bandwidths up to 80 MHz [1] and can vary in operating frequency and amplitude over time. In contrast, affordable spectrum analyzers typically have narrow (up to 10 MHz) instantaneous bandwidth (IBW). This makes analyzing a time-varying wideband signal that is greater than 10 MHz in bandwidth with such narrowband instrumentation require a sweep over several frequency bands. This can yield erroneous measurement results.

Research paper thumbnail of Wideband 20 GHz RF digitizer and python-based open application framework for test and measurement

2013 IEEE AUTOTESTCON, 2013

Research paper thumbnail of Support Vector Machine Classifier for Pattern Recognition

2011 First International Conference on Informatics and Computational Intelligence, 2011

Abstract Automatiuc speech recognition is carried out by Mel-frequency cepstral coefficient (MFCC... more Abstract Automatiuc speech recognition is carried out by Mel-frequency cepstral coefficient (MFCC). Linearly-spaced at low and logarithmic-spaced filters at higher frequencies are used to capture the characteristics of speech. Multi-layer perceptrons (MLP) approximate ...

Research paper thumbnail of Perancangan Sistem Informasi Reservasi Kamar Berbasis Web Di Pondok La Viza

Sistem informasi dibuat untuk menunjang kinerja dan pelayanan pada Pondok La Viza. Tujuannya agar... more Sistem informasi dibuat untuk menunjang kinerja dan pelayanan pada Pondok La Viza. Tujuannya agar memudahkan Pengunjung dalam melakukan reservasi atau pemesanan kamar, memudahkan Receptionist dalam melayani pengunjung serta dalam pengolahan data penyewawaan dan transparansi data-data penyewaan kamar yang dapat dilihat secara online oleh Owner Pondok La Viza Metode yang digunakan untuk merancang aplikasi ini menggunakan metode pengembangan perangkat lunak Prototype. Pada pemodelan sistemnya penulis menggunakan pendekatan sistem secara objek sebagai alat bantu pemodelan sistem. Pada pendekatan secara objek ini penulis menggunakan Unified Modeling Language (UML) untuk merancang prosedur dan data. Bahasa pemograman yang digunakan oleh penulis adalah bahasa pemograman PHP dan database yang digunakan untuk penyimpanan data menggunakan MySql. Setelah melaksanakan implementasi diharapkan sistem informasi ini berjalan dengan baik sekaligus memberikan solusi dari masalah yang ada. Selain dari...

Research paper thumbnail of CNTFET Based Circuit Performance over CMOS in Logic Gates

Carbon nanotubes (CNTs) exhibit high current handling capability, higher thermal and electrical c... more Carbon nanotubes (CNTs) exhibit high current handling capability, higher thermal and electrical conductivity and higher transport properties, presently the Carbon nanotube technology are be the best competitor and alternative of conventionally used Complementary metal oxide semiconductor technology(CMOS). In this paper, CNT based field effect transistors known as CNTFET is compared with the conventionally used silicon based technology MOSFETs on the basis of circuit level performance. Those two technologies are compared with simulation work performed on logic families such as inverter, logic gates NAND and NOR. We used gate length of 32nm for both MOSFET and CNTFET. The results of simulation conclude that in CNTFET based logic gates, leakage power and power delay product are lower and the delay is about 10times lower, compared to the MOSFET based devices such as logic gates. These excellent performances characteristics with different variations are also exhibit excellent robustness.

Research paper thumbnail of Exploration Methodology Using Morphology and Alloy Composition of Alluvial Gold: A Case Study from Quaternary Deposits of the Nowshera District, Khyber Pakhtunkhwa, Pakistan

Mining, Metallurgy & Exploration, 2020

Alluvial gold is abundant in the Quaternary deposits of the Kabul and Indus rivers in District No... more Alluvial gold is abundant in the Quaternary deposits of the Kabul and Indus rivers in District Nowshera, Khyber Pakhtunkhwa, Pakistan. Understanding the provenance of alluvial gold using morphology and elemental composition could be helpful in developing an exploration strategy of regional benefit. Detailed morphological studies of gold grains revealed high flatness index values which are indicative of a distal source. Compositional studies of 58 gold grains using SEM and EMPA showed broadly similar Ag ranges (1–15 wt%) for each sample and occasional Cu values in individual gold particles to 0.4 wt%. Whilst the Ag profile is not diagnostic, the Cu values are compatible with derivation from either porphyry systems or ultrabasic rocks. The complex geology of the drainage catchments could host gold mineralization of other styles, but larger sample suites would be required to refine the current interpretation to establish whether particles which are simple Au-Ag alloys could be derived from orogenic or epithermal sources. This scoping study has demonstrated that the compositional and morphological studies of gold grains are useful in providing information regarding the nature and location of the source of placer gold in areas where there is limited information on the nature and location of in situ mineralization.

Research paper thumbnail of Recurrence Rate of Primary Pterygium Following Excision with Mitomycin C versus Excision with Amniotic Membrane Transplant

Pakistan Journal of Ophthalmology, 2020

Purpose: To compare recurrence rate of primary pterygium following excision with mitomycin c vers... more Purpose: To compare recurrence rate of primary pterygium following excision with mitomycin c verses excisionwith amniotic membrane transplant.Study Design: Quasi experimental study.Place and Duration of Study: Qazi Hussain Ahmad Medical Complex, Nowshera, from January 2019 to June2019.Material and Methods: One hundred and two patients presenting for the first time with pterygium were includedin the study and were divided into two groups. Patients having conjunctivitis, blephritis, keratitis or any otherocular inflammatory condition and patients having history of chemical burns and symblepharon were excludedfrom the study. Group A underwent surgical excision with 0.02% mitomycin–C application for 3 minutes andGroup B was surgically treated with application of amniotic membrane. Patients of both groups were followed upfor six months to detect recurrence of pterygium. Data was analyzed using SPSS version 20. Frequency andpercentages were calculated for categorical data like age, gender...

Research paper thumbnail of Elevated Neutrophil: Lymphocyte Ratio Does Not Predict Survival In Multiple Myeloma Patients

Blood, 2013

Background Cancer associated inflammation is one of the key determinants of outcome in patients w... more Background Cancer associated inflammation is one of the key determinants of outcome in patients with cancer. An elevated neutrophil: lymphocyte ratio (NLR) has been identified as a predictor of worse survival in patients with various solid tumors compared to hematologic malignancies but no reports yet examined its impact on multiple myeloma. The aim of this study was to examine the prognostic value of an elevated NLR in multiple myeloma. Methods We had approval by our institutional review board to collect the data on patients diagnosed with multiple myeloma at Staten Island University Hospital between year 2000 and 2012 identified from our local cancer database. Data on demographics, conventional prognostic markers, laboratory analyzes including blood count results, and histopathology were collected and analyzed. A cox proportional survival analysis was carried out to assess the relationship between NLR and mortality. NLR was assessed as a continuous variable as well as categorical ...

Research paper thumbnail of Artificial Intelligence: Medical Student S Attitude in District Peshawar Pakistan

Pakistan Journal of Public Health, 2019

Background: Artificial intelligence (AI) is an advanced computer technology used in the medical f... more Background: Artificial intelligence (AI) is an advanced computer technology used in the medical field to elude the errors and enhance effectiveness and efficiency, especially in clinical work. Developing countries can utilize the same models to improve their health care system as the industrialized world. Globally medicine is evolving to the era of "Artificial intelligence", medical education must include these modern technologies and competencies to reform. We intended to determine the attitude of the medical students towards the introduction of AI in Undergraduate Medical Education in District Peshawar. Methods: This cross-sectional descriptive study was carried out among 384 students of two medical colleges in Peshawar, utilizing a convenient sampling technique for data collection. A self-administered questionnaire, with 5 points Likert scale was used to collect data. Data was analyzed through SPSS version (22.2). Results: Majority of the students 61.7% had no previous ...

Research paper thumbnail of The role of electronic medical records in improving the quality of health care services: Comparative study

International Journal of Medical Informatics, 2019

PURPOSE The purpose of this study is to identify the quality of health care services' differe... more PURPOSE The purpose of this study is to identify the quality of health care services' differences between adopted Electronic Medical Record (EMR) and paper-based record hospitals. Moreover, to identify how the quality of electronic medical records affect the quality of health care services. METHODS A cross-sectional, descriptive, and comparative design was utilized between two groups in this study. The study was conducted in two public hospitals in Jordan. One hospital which had adopted the EMR system in their works and another hospital that had paper-based record. A convenience sampling technique was used to select 410 health professionals from the selected hospitals (205 participants from each hospital). SERVQUAL and E-S-QUAL questionnaires were adopted to collect the data about the quality of EMR and quality of health care service. Statistical Package for the Social Sciences (SPSS) Version 21 was deployed to analyze the collected data. RESULT The results indicate that the quality of health care services (expectation and perception) in EMRs adopted hospital is higher than the quality of health care services in the hospital using paper-based record. Quality of EMRs and its domains (efficiency, availability, fulfilment, and privacy) are high in both perception and expectation of health care professionals in EMR-adopted hospitals. Moreover, there is a significant relationship between the whole perception of the quality of electronic medical records and the quality of services, and between each domain of quality of EMRs and total perception of quality of services. CONCLUSION Adoption of a high quality of EMR has a significant impact on improving the quality of health care services.

Research paper thumbnail of Concomitant Presence of EGFR and ALK Fusion Gene Mutation in Adenocarcinoma of Lung: A Case Report and Review of the Literature

Journal of pharmacy practice, 2017

Empirical evidence has long suggested that oncogenic driver mutations in non-small-cell lung canc... more Empirical evidence has long suggested that oncogenic driver mutations in non-small-cell lung cancer are mutually independent. However, recent studies reported in pertinent literature reveal that concomitant epidermal growth factor receptor (EGFR) mutations and anaplastic lymphoma kinase (ALK) rearrangement can occur in a subset of patients with NSCLC. In order to shed further light on this issue, we report a case of adenocarcinoma of lung harboring both EGFR mutation in exon 21 (L861Q) and ALK rearrangement. This allows us to speculate on likely molecular mechanisms underlying this uncommon phenomenon, while also offering some practical guidelines on the therapeutic options that could benefit patients diagnosed with this dual-positive tumor.

Research paper thumbnail of Performance Analysis of Current Ratio under Different Dielectric Constant for Carbon Nanotube Field Effect Transistor

Research paper thumbnail of Design of Active Suspension using Robust PID Controller

This report discusses the final analysis and basic understanding of the chosen topic, which is De... more This report discusses the final analysis and basic understanding of the chosen topic, which is Design of Active Suspension Using Robust PID Controller. The objective of this research is to propose another method in designing an active suspensien by using robust PID centreller and to analyze the effectiveness ef this method compared to other. This report is divided into a few main seetiens for clarity and easier reference. There are Introduction, Literature Review, Methodology and Result and Discussion. The Introduction part will helps the reader to have a general view on what is Robust PID Controller and how to implement it into an active suspension, in this part; it i~ !!!~ i!lc!~c;ll:l thl:l b!ICkgrol!!\d $ldy, prg\>!em lltlltl:lml:l!!t, gbj~tivl:l gf st\ldy !l!!d also scope of study that being done by the writer. The body of this report will further explain all the literature review and research that being done before regarding the same field of interest, this will include the research done by the writer on the vibration control of vehicle suspension system that have the same interest with the topic discussed in this report. The methodology part will explain on how the sequence will take place in order to complete this project within one year duration. Result and discussion shall discuss on the mathematical modeling based on two type of vehicle model that being proposed for this project. It is also included in this part the programming and simulation done in the MATLAB on how the system goes in passive suspension and also the active suspension based on two aspects which are suspension travel vs time and body mass displacement vs time. Then the validation is dane by comparing the result gain from the analysis with the literature.

Research paper thumbnail of Fast variability analysis of general nonlinear circuits using decoupled polynomial chaos

2014 IEEE 18th Workshop on Signal and Power Integrity (SPI), 2014

ABSTRACT This paper presents a new approach aimed at limiting the growth of the computational cos... more ABSTRACT This paper presents a new approach aimed at limiting the growth of the computational cost of variability analysis, of nonlinear circuits, using the Hermite-based Polynomial Chaos (PC), with the increase in the number of random variables. The proposed technique is based on deriving a closed-form formula for the structure of the augmented Jacobian matrix generated by the PC approach, and then shows that this structure can be approximated with a different structure that can be decoupled into independent diagonal blocks.

Research paper thumbnail of Versatile 20 GHz wideband RF digitizer for test and measurement

IEEE Instrumentation & Measurement Magazine, 2014

ABSTRACT Wireless device manufacturers are challenged with the test and measurement of ever-evolv... more ABSTRACT Wireless device manufacturers are challenged with the test and measurement of ever-evolving complex signals while at the same time contending with shrinking test equipment budgets. For example, modern wireless signals can have bandwidths up to 80 MHz [1] and can vary in operating frequency and amplitude over time. In contrast, affordable spectrum analyzers typically have narrow (up to 10 MHz) instantaneous bandwidth (IBW). This makes analyzing a time-varying wideband signal that is greater than 10 MHz in bandwidth with such narrowband instrumentation require a sweep over several frequency bands. This can yield erroneous measurement results.

Research paper thumbnail of Wideband 20 GHz RF digitizer and python-based open application framework for test and measurement

2013 IEEE AUTOTESTCON, 2013

Research paper thumbnail of Support Vector Machine Classifier for Pattern Recognition

2011 First International Conference on Informatics and Computational Intelligence, 2011

Abstract Automatiuc speech recognition is carried out by Mel-frequency cepstral coefficient (MFCC... more Abstract Automatiuc speech recognition is carried out by Mel-frequency cepstral coefficient (MFCC). Linearly-spaced at low and logarithmic-spaced filters at higher frequencies are used to capture the characteristics of speech. Multi-layer perceptrons (MLP) approximate ...