Advances in Bioinformatics and Big Data Analytics

$230.00

Sujata Dash, PhD – Professor, Department of Information Technology, Nagaland University, Dimapur, Nagaland, India
Hrudayanath Thatoi, PhD – Professor, Biotechnology, MSCB University, Baripada, India
Subhendu Kumar Pani, PhD – Professor, Computer Science, Krupajal Computer Academy, India
Seyedamin Pouriyeh, PhD – Professor, Information Technology, Kennesaw State University, USA

Series: Computer Science, Technology and Applications
BISAC: COM021030; COM094000; SCI102000
DOI: https://doi.org/10.52305/SFPW4540

The book will play a vital role in improvising knowledge on the practical application of information science in the biological field to a great extent. All the researchers and practitioners will benefit from those working in Big Data, IoT, Computational Intelligence, biomedical, and bioinformatics. This book would be a good collection of state-of-the-art approaches for data mining based on bioinformatics and health-related applications. It will be very beneficial for the new researchers and practitioners working in the field to follow the best-performing methods quickly. They would be able to compare different approaches and carry forward their research in the most critical area of research that directly impacts the betterment of human life and health. This book would also be instrumental because no text in the market provides a good collection of state-of-the-art methods of big data-driven bioinformatics. While emerging technology has made data entry much more accessible, it will also discuss challenges for researchers and medical professionals. Data sets have grown so huge that extracting and analyzing data with traditional methods has become challenging. However, these data sets also give an exciting opportunity to understand large-scale patterns and make predictions about health care. Intelligent technologies have employed the knowledge and implementation of big data techniques globally. This book also proposes Computational Approaches for Vaccine Designing, which will help us better understand ourselves and our environment. This book references new information processing technology that combines ideas from biology, chemistry, and medical science to manage electronic medical records productively. Specific topics covered include database management, genomics, proteomics, and scalability.

Table of Contents

Preface

Chapter 1. The Value of Next-Generation Sequencing and Multi-Omics Data for Clinical Diagnosis: Future Perspectives on Breast Cancer
Amel Elbasyouni¹,², Leila Saadi²,³ and Abdelkarim Baha⁴
¹Molecular Biology and Biotechnology Laboratory, Pan African University for Basic Sciences, Technology and Innovation (PAUSTI), Kenya
²Department of Biology, SNV Faculty, Blida 1 University, Algeria
³Animal Ecobiology Laboratory, Higher Normal School, Kouba, Algiers, Algeria
⁴Anatomy Pathology Service, CHU Beni Messous, Algiers, Algeria

Chapter 2. Next-Generation Sequencing and Omics Data Analysis Techniques
Charles Oluwaseun Adetunji¹, Frank Abimbola Ogundolie², Olugbemi Tope Olaniyan³, Omosigho Omoruyi Pius¹, Kehinde Kazeem Kanmodi⁴ and Lawrence Achilles Nnyanzi⁴
¹Applied Microbiology, Biotechnology and Nanotechnology Laboratory, Department of Microbiology, Edo University Iyamho, Auchi, Edo State, Nigeria
²Department of Biotechnology, Baze University Abuja, Nigeria
³Laboratory for Reproductive Biology and Developmental Programming, Department of Physiology, Edo University Iyamho, Nigeria
⁴School of Health and Life Sciences, Teesside University, Middlesbrough, United Kingdom

Chapter 3. In-silico Approaches to Vaccine Design
Charles Oluwaseun Adetunji¹, Frank Abimbola Ogundolie², Olugbemi Tope Olaniyan³, Simeon Kayowa Olatunde⁴, Omosigho Omoruyi Pius¹, Kehinde Kazeem Kanmodi⁵ and Lawrence Achilles Nnyanzi⁵
¹Applied Microbiology, Biotechnology and Nanotechnology Laboratory, Department of Microbiology, Edo University Iyamho, Auchi, Edo State, Nigeria
²Department of Biotechnology, Baze University Abuja, Nigeria
³Laboratory for Reproductive Biology and Developmental Programming, Department of Physiology, Edo University Iyamho, Nigeria
⁴Microbiology and Immunology Unit, Department of Life Sciences, All Saints University School of Medicine, Hillsborough Street, Roseau, Commonwealth of Dominica
⁵School of Health and Life Sciences, Teesside University, Middlesbrough, United Kingdom

Chapter 4. Evolution of Genomic Medicine
Sujata Mohanty, PhD and K. Singhal, PhD
Department of Biotechnology, Jaypee Institute of Information Technology, Uttar Pradesh, India

Chapter 5. Bio-Inspired Computing
Raghav Mishra¹, Tanishq Mandloi¹ and Anjali Priyadarshini¹,²
¹Department of Biomedical Engineering, SRM University, Haryana, India
²Department of Biotechnology, SRM University, Haryana, India;  Delhi-NCR, Rajiv Gandhi Education City, Sonepat, Haryana, India

Chapter 6. Feature Selection and Classification of Microarray Cancer Dataset: Review and Challenges
Santosini Bhutia and Bichitrananda Patra
Department of Computer Science and Engineering, Siksha O Anusandhan (Deemed to be) University, Bhubaneswar, India

Chapter 7. Machine Learning Methods in Bioinformatics
Charles Oluwaseun Adetunji¹, Frank Abimbola Ogundolie², Olugbemi Tope Olaniyan³, Omosigho Omoruyi Pius¹, Kehinde Kazeem Kanmodi⁴ and Lawrence Achilles Nnyanzi⁴
¹Applied Microbiology, Biotechnology and Nanotechnology Laboratory, Department of Microbiology, Edo University Iyamho, Auchi, Edo State, Nigeria
²Department of Biotechnology, Baze University Abuja, Nigeria
³Laboratory for Reproductive Biology and Developmental Programming, Department of Physiology, Edo University Iyamho, Nigeria
⁴School of Health and Life Sciences, Teesside University, Middlesbrough, United Kingdom

Chapter 8. Molecular Biomarkers as Health and Disease Predictors
Charles Oluwaseun Adetunji¹, Frank Abimbola Ogundolie², Olugbemi Tope Olaniyan³, Omosigho Omoruyi Pius¹, Kehinde Kazeem Kanmodi⁴ and Lawrence Achilles Nnyanzi⁴
¹Applied Microbiology, Biotechnology and Nanotechnology Laboratory, Department of Microbiology, Edo University Iyamho, Auchi, Edo State, Nigeria
²Department of Biotechnology, Baze University Abuja, Nigeria
³Laboratory for Reproductive Biology and Developmental Programming, Department of Physiology, Edo University Iyamho, Nigeria
⁴School of Health and Life Sciences, Teesside University, Middlesbrough, United Kingdom

Chapter 9. Systems Biology Applications and Bioinformatics
Charles Oluwaseun Adetunji¹, Frank Abimbola Ogundolie², Olugbemi Tope Olaniyan³, Omosigho Omoruyi Pius¹, Kehinde Kazeem Kanmodi⁴ and Lawrence Achilles Nnyanzi⁴
¹Applied Microbiology, Biotechnology and Nanotechnology Laboratory, Department of Microbiology, Edo University Iyamho, Auchi, Edo State, Nigeria
²Department of Biotechnology, Baze University Abuja, Nigeria
³Laboratory for Reproductive Biology and Developmental Programming, Department of Physiology, Edo University Iyamho, Nigeria
⁴School of Health and Life Sciences, Teesside University, Middlesbrough, United Kingdom

Chapter 10. Genome Data Resources and Tools for Sequence Analysis
Sandesh Behera¹, Tikshana Yadav², Surendra Pratap Singh² and Hrudayanath Thatoi¹
¹Department of Biotechnology, Maharaja Sriram Chandra Bhanja Deo University, Takatpur, Baripada, Odisha, India
²Plant Molecular Biology Laboratory, Department of Botany, Dayanand Anglo-Vedic (PG) College, Chhatrapati Shahu Ji Maharaj University, Kanpur, India

Chapter 11. Bioinformatics Tools for Biomarker Discovery
Charles Oluwaseun Adetunji¹, Frank Abimbola Ogundolie², Olugbemi Tope Olaniyan³, Omosigho Omoruyi Pius¹, Kehinde Kazeem Kanmodi⁴ and Lawrence Achilles Nnyanzi⁴
¹Applied Microbiology, Biotechnology and Nanotechnology Laboratory, Department of Microbiology, Edo University Iyamho, Auchi, Edo State, Nigeria
²Department of Biotechnology, Baze University Abuja, Nigeria
³Laboratory for Reproductive Biology and Developmental Programming, Department of Physiology, Edo University Iyamho, Nigeria
⁴School of Health and Life Sciences, Teesside University, Middlesbrough, United Kingdom

Chapter 12. A Review on Recent Advances in Different Modelling Techniques, Algorithms, and Software for Metabolic Pathways Analysis in System Biology
Manish Paul¹, Saikat Chakrabarti² and Amrita Banerjee³
¹Department of Biotechnology, Maharaja Sriram Chandra Bhanja Deo University, Takatpur, Baripada, Mayurbhanj, Odisha
²National Centre for Biotechnology Information, Indian Institute of Chemical Biology, Jadavpur, Kolkata, West Bengal
³Department of Biotechnology, Oriental Institute of Science and Technology, Rangamati, Midnapore, West Bengal, India

Chapter 13. Bioinformatics Tools and Databases for Genomics Research
Charles Oluwaseun Adetunji¹, Frank Abimbola Ogundolie², Olugbemi Tope Olaniyan³, Sujata Dash⁴, Omosigho Omoruyi Pius¹, Kehinde Kazeem Kanmodi⁵ and Lawrence Achilles Nnyanzi⁵
¹Applied Microbiology, Biotechnology and Nanotechnology Laboratory, Department of Microbiology, Edo University Iyamho, Auchi, Edo State, Nigeria
²Department of Biotechnology, Baze University Abuja, Nigeria
³Laboratory for Reproductive Biology and Developmental Programming, Department of Physiology, Edo University Iyamho, Nigeria
⁴Department of Computer Application, Maharaja Srirama Chandra Bhanjadeo University, Baripada, Odisha, India
⁵School of Health and Life Sciences, Teesside University, Middlesbrough, United Kingdom

Chapter 14. Computer Viruses and their Defences in Computer Networks: An e-Epidemiological Model
Yerra Shankar Rao¹, Binayak Dihudi², Subash Chandra Mishra³, Ranjita Rath⁴ and Tarini Charan Panda⁵
¹Department of Mathematics, NIST Institue of Science and Technology (Autonomous) Instuite Park, Pallur Hills, Berhampur, Odisha, India
²Department of Mathematics, Konark Institute of Science and Technology, Jatni, Bhubaneswar, Odisha, India
³Department of Electrical Engineering, Einstein Academy of Technology and Management, Khorda, Odisha, India
⁴Department of Mathematics, Pendrani Mahavidyalaya College Umerkote, Odisha, India
⁵Department of Mathematics, Ravenshaw University, Cuttack, Odisha, India

Index


Editor’s ORCID iD

Sujata Dash 0000-0003-2649-7652
Hrudayanath Thatoi 0000-0002-3368-1266
Subhendu Kumar Pani 0000-0001-9595-0567
Seyedamin Pouriyeh 0000-0002-5746-2914

Publish with Nova Science Publishers

We publish over 800 titles annually by leading researchers from around the world. Submit a Book Proposal Now!