Agile development enhances business responsiveness through continuous software delivery, emphasizing iterative methodologies that produce incremental, usable software. Working software is the main measure of progress, and ongoing customer collaboration is essential. Approaches like Scrum, eXtreme Programming (XP), and Crystal share these principles but differ in focus: Scrum reduces documentation, XP improves software quality and adaptability to changing requirements, and Crystal emphasizes people and interactions while retaining key artifacts. Modifying software systems designed with Object-Oriented Analysis and Design can be costly and time-consuming in rapidly changing environments requiring frequent updates. This book explores how natural language processing can enhance agile methodologies, particularly in requirements engineering. It introduces tools that help developers create, organize, and update documentation throughout the agile project process.
Table of Contents
Preface xvii1 Machine Learning and Artificial Intelligence for Detecting Cyber Security Threats in IoT Environmment 1
Ravindra Bhardwaj, Sreenivasulu Gogula, Bidisha Bhabani, K. Kanagalakshmi, Aparajita Mukherjee and D. Vetrithangam
Preface xvii 2 Frequent Pattern Mining Using Artificial Intelligence and Machine Learning 15
R. Deepika, Sreenivasulu Gogula, K. Kanagalakshmi, Anshu Mehta, S. J. Vivekanandan and D. Vetrithangam
3 Classification and Detection of Prostate Cancer Using Machine Learning Techniques 29
D. Vetrithangam, Pramod Kumar, Shaik Munawar, Rituparna Biswas, Deependra Pandey and Amar Choudhary
4 NLP-Based Spellchecker and Grammar Checker for Indic Languages 43
Brijesh Kumar Y. Panchal and Apurva Shah
5 Identification of Gujarati Ghazal Chanda with Cross-Platform Application 71
Brijeshkumar Y Panchal
6 Cancer Classification and Detection Using Machine Learning Techniques 95
Syed Jahangir Badashah, Afaque Alam, Malik Jawarneh, Tejashree Tejpal Moharekar, Venkatesan Hariram, Galiveeti Poornima and Ashish Jain
7 Text Mining Techniques and Natural Language Processing 113
Tzu-Chia Chen
8 An Investigation of Techniques to Encounter Security Issues Related to Mobile Applications 127
Devabalan Pounraj, Pankaj Goel, Meenakshi, Domenic T. Sanchez, Parashuram Shankar Vadar, Rafael D. Sanchez and Malik Jawarneh
9 Machine Learning for Sentiment Analysis Using Social Media Scrapped Data 143
Galiveeti Poornima, Meenakshi, Malik Jawarneh, A. Shobana, K.P. Yuvaraj, Urmila R. Pol and Tejashree Tejpal Moharekar
10 Opinion Mining Using Classification Techniques on Electronic Media Data 155
Meenakshi
10 Opinion Mining Using Classification Techniques on Electronic Media Data 155
Meenakshi
12 An Investigation of Various Techniques to Improve Cyber Security 183
Shoaib Mohammad, Ramendra Pratap Singh, Rajiv Kumar, Kshitij Kumar Rai, Arti Sharma and Saloni Rathore
13 Brain Tumor Classification and Detection Using Machine Learning by Analyzing MRI Images 193
Chandrima Sinha Roy, K. Parvathavarthini, M. Gomathi, Mrunal Pravinkumar Fatangare, D. Kishore and Anilkumar Suthar
14 Optimized Machine Learning Techniques for Software Fault Prediction 207
Chetan Shelke, Ashwini Mandale (Jadhav), Shaik Anjimoon, Asha V., Ginni Nijhawan and Joshuva Arockia Dhanraj
15 Pancreatic Cancer Detection Using Machine Learning and Image Processing 221
Shashidhar Sonnad, Rejwan Bin Sulaiman, Amer Kareem, S. Shalini, D. Kishore and Jayasankar Narayanan
16 An Investigation of Various Text Mining Techniques 233
Rajashree Gadhave, Anita Chaudhari, B. Ramesh, Vijilius Helena Raj, H. Pal Thethi and A. Ravitheja
17 Automated Query Processing Using Natural Language Processing 245
Divyanshu Sinha, G. Ravivarman, B. Rajalakshmi, V. Alekhya, Rajeev Sobti and R. Udhayakumar
18 Data Mining Techniques for Web Usage Mining 259
Navdeep Kumar Chopra, Chinnem Rama Mohan, Snehal Dipak Chaudhary, Manisha Kasar, Trupti Suryawanshi and Shikha Dubey
19 Natural Language Processing Using Soft Computing 271
M. Rajkumar, Viswanathasarma Ch, Anandhi R. J., D. Anandhasilambarasan, Om Prakash Yadav and Joshuva Arockia Dhanraj
20 Sentiment Analysis Using Natural Language Processing 283
Brijesh Goswami, Nidhi Bhavsar, Soleman Awad Alzobidy, B. Lavanya, R. Udhayakumar and Rajapandian K.
21 Web Data Mining: Exploring Hyperlinks, Contents, and Usage Data 295
C. V. Guru Rao, Nagendra Prasad Krishnam, Akula Rajitha, Anandhi R. J., Atul Singla and Joshuva Arockia Dhanraj
22 Intelligent Pattern Discovery Using Web Data Mining 311
Vidyapati Jha, Chinnem Rama Mohan, T. Sampath Kumar, Anandhi R.J., Bhimasen Moharana and P. Pavankumar
23 A Review of Security Features in Prominent Cloud Service Providers 323
Abhishek Mishra, Abhishek Sharma, Rajat Bhardwaj, Romil Rawat, T.M.Thiyagu and Hitesh Rawat
24 Prioritization of Security Vulnerabilities under Cloud Infrastructure Using AHP 335
Abhishek Sharma and Umesh Kumar Singh
25 Cloud Computing Security Through Detection & Mitigation of Zero-Day Attack Using Machine Learning Techniques 357
Abhishek Sharma and Umesh Kumar Singh
26 Predicting Rumors Spread Using Textual and Social Context in Propagation Graph with Graph Neural Network 389
Siddharath Kumar Arjaria, Hardik Sachan, Satyam Dubey, Ayush Pandey, Mansi Gautam, Nikita Gupta and Abhishek Singh Rathore
27 Implications, Opportunities, and Challenges of Blockchain in Natural Language Processing 403
Neha Agrawal, Balwinder Kaur Dhaliwal, Shilpa Sharma, Neha Yadav and Ranjana Sikarwar
28 Emotion Detection Using Natural Language Processing by Text Classification 425
Jyoti Jayal, Vijay Kumar, Paramita Sarkar and Sudipta Kumar Dutta
29 Alzheimer Disease Detection Using Machine Learning Techniques 443
M. Prabavathy, Paramita Sarkar, Abhrendu Bhattacharya and Anil Kumar Behera
30 Netnographic Literature Review and Research Methodology for Maritime Business and Potential Cyber Threats 457
Hitesh Rawat, Anjali Rawat and Romil Rawat
31 Review of Research Methodology and IT for Business and Threat Management 475
Hitesh Rawat, Anjali Rawat, Sunday Adeola Ajagbe and Yagyanath Rimal
About the Editors 487
Index 489
