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Results for “"Md. Saeed Siddik"”

16+ results

Non-Functional Requirements Classification with Feature Extraction and Machine Learning: An Empirical Study

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Md Ariful Haque, Md. Abdur Rahman, Md. Saeed Siddik

Journal: 2019 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT)Year: 2019Citations: 53

Non-Functional Requirements (NFR) describe a set of quality attributes required for a software such as security, reliability, performance, etc. Extracting and considering NFR from software requirement specification can help developers to deliver quality software which meets users expectations comple...

Physical SciencesComputer ScienceInformation Systems
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Classifying non-functional requirements using RNN variants for quality software development

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Md. Abdur Rahman, Md Ariful Haque, Md. Nurul Ahad Tawhid, Md. Saeed Siddik

Year: 2019Citations: 48

Non-Functional Requirements (NFR), a set of quality attributes, required for software architectural design. Which are usually scattered in SRS and must be extracted for quality software development to meet user expectations. Researchers show that functional and non-functional requirements are mixed ...

Physical SciencesComputer ScienceInformation Systems
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Personality Detection from Text using Convolutional Neural Network

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Md. Abdur Rahman, Asif Al Faisal, Tayeba Khanam, Mahfida Amjad et al.

Journal: 2019 1st International Conference on Advances in Science, Engineering and Robotics Technology (ICASERT)Year: 2019Citations: 46

The distinguishing characteristics belong to a person are personality traits, which is predicted from person's behavioral pattern. As most of the people provide lots of information knowingly or unknowingly into their writings, it is possible to extract personality traits from those texts. Individual...

Social SciencesPsychologySocial Psychology
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Detecting Code Comment Inconsistency using Siamese Recurrent Network

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Fazle Rabbi, Md. Saeed Siddik

Year: 2020Citations: 25

Comments are the internal documentation of corresponding code blocks, which are essential to understand and maintain a software. In large scale software development, developers need to analyze existing codes, where comments assist better readability. In practice, developers commonly ignore comments'...

Physical SciencesComputer ScienceInformation Systems
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Test Case Prioritization Based on Dissimilarity Clustering Using Historical Data Analysis

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Md. Abu Hasan, Md. Abdur Rahman, Md. Saeed Siddik

Journal: Communications in computer and information scienceYear: 2017Citations: 24
Physical SciencesComputer ScienceSoftware
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Determining interdependency among non-functional requirements to reduce conflict

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Mirza Rehenuma Tabassum, Md. Saeed Siddik, Mohammad Shoyaib, Shah Mostafa Khaled

Year: 2014Citations: 15

Dependency among non-functional requirements (NFRs) is one of the major issues to handle for delivering quality software. These dependency relations are the reasons of conflict, though there are also relations where one NFR help to ensure another NFR. Interdependence relations, not treated from the ...

Physical SciencesComputer ScienceInformation Systems
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Predicting flood risks using advanced machine learning algorithms with a focus on Bangladesh: influencing factors, gaps and future challenges

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Abu Reza Md. Towfiqul Islam, Md. Jannatul Naeem Jibon, Md. Abubakkor Siddik, Javed Mallick et al.

Journal: Earth Science InformaticsYear: 2025Citations: 13
Physical SciencesEnvironmental ScienceGlobal and Planetary Change
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RDCC: An effective test case prioritization framework using software requirements, design and source code collaboration

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Md. Saeed Siddik, Kazi Sakib

Year: 2014Citations: 12

Test case prioritization is a technique for selecting those test cases, which are expected to outperform for determining faulty modules earlier. Different phases of software development lifecycle represent the total software from different point of views, where priority module may vary from phase to...

Physical SciencesComputer ScienceSoftware
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Sentiment Analysis on Twitter Data: Comparative Study on Different Approaches

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Md. Abdur Rahman, Mobashir Sadat, Saeed Siddik

Journal: International Journal of Intelligent Systems and ApplicationsYear: 2021Citations: 11

Social media has become incredibly popular these days for communicating with friends and for sharing opinions. According to current statistics, almost 2.22 billion people use social media in 2016, hich is roughly one third of the world population and three times of the entire population in Europe. I...

Physical SciencesComputer ScienceArtificial IntelligenceOpen Access
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Analyzing Web Application Vulnerabilities

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Md. Abdur Rahman, Mahfida Amjad, Byezid Ahmed, Md. Saeed Siddik

Year: 2020Citations: 10

Internet based application services become the essential part of peoples' daily activities. Web applications are a complex organized mess of codes; the software industry often they are built-in extreme pressure to meet a deadline. Therefore, it often retains the vulnerability holes from the developm...

Physical SciencesComputer ScienceInformation Systems
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An attribute selection process for software defect prediction

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Jobaer Islam Khan, Alim Ul Gias, Md. Saeed Siddik, Md. Habibur Rahman et al.

Year: 2014Citations: 10

In software quality research, software defect prediction is a key topic. The characteristics of software attributes influences the performance and effectiveness of the defect prediction model. However this issue is not well explored to the best of our knowledge. Thus we focus on the problem of attri...

Physical SciencesComputer ScienceInformation Systems
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Automated Bengali Document Summarization by Collaborating Individual Word & Sentence Scoring

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Porimol Chandro, Md. Faizul Huq Arif, Md. Mahbubur Rahman, Md. Saeed Siddik et al.

Year: 2018Citations: 9

Bengali documents are increasing on the World Wide Web and it is becoming a overwhelming problem for the increasing large number of web users to reviewing and reduce the information. Many researches have been conducted in the field of Natural Language Processing for English documents and in order to...

Physical SciencesComputer ScienceArtificial Intelligence
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Performance evaluation of Class A pan coefficient models to estimate reference evapotranspiration in Mymensingh region of Bangladesh

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Khalid Mahmud, Md. Saeed Siddik, Mst. Minara Khatun, Md. Touhidul Islam

Journal: Journal of the Bangladesh Agricultural UniversityYear: 2020Citations: 7

Reliable estimation of reference crop evapotranspiration (ET0) is of great importance for irrigation planning and operation as well as for climatologic and hydrologic studies. This study evaluated the performances of pan evaporation-based ET0 estimation methods. First,we detected the correlation bet...

Physical SciencesEnvironmental ScienceEnvironmental EngineeringOpen Access
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GodExpo: An Automated God Structure Detection Tool for Golang

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Rafed Muhammad Yasir, Moumita Asad, Asadullah Hill Galib, Kishan Kumar Ganguly et al.

Year: 2019Citations: 7

God Class is a class that threatens maintainability and understandability of code by performing most of the work alone. Various tools exist that can detect God Class of Java or C++ programs, however, there is no existing tool for detecting God Class(Structure) in Golang. Although Golang is not an ob...

Physical SciencesComputer ScienceArtificial Intelligence
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Predicting an Effective Android Application Release Based on User Reviews and Ratings

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Oishi Mahmud, Nishat Tasnim Niloy, Md. Abdur Rahman, Md. Saeed Siddik

Year: 2019Citations: 7

Android applications' acceptance rate is growing rapidly, which causes a huge competition among the developers. To develop acceptable and successful application, user reviews are very important source of information. Especially for a better release of new version apps, it is necessary to know the us...

Physical SciencesComputer ScienceInformation Systems
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