Soft Computing for Biological Systems

Front Matter ....Pages i-xii
 Current Scenario on Application of Computational Tools in Biological Systems  (Hemant J. Purohit, Hitesh Tikariha, Vipin Chandra Kalia)....Pages 1-12
 Diagnostic Prediction Based on Gene Expression Profiles and Artificial Neural Networks  (Eugene Lin, Shih-Jen Tsai)....Pages 13-22
 Soft Computing Approaches to Extract Biologically Significant Gene Network Modules  (Swarup Roy, Hazel Nicolette Manners, Monica Jha, Pietro H. Guzzi, Jugal K. Kalita)....Pages 23-37
 A Hybridization of Artificial Bee Colony with Swarming Approach of Bacterial Foraging Optimization for Multiple Sequence Alignment  (R. Ranjani Rani, D. Ramyachitra)....Pages 39-65
 Construction of Gene Networks Using Expression Profiles  (Harun Pirim)....Pages 67-89
 Bioinformatics Tools for Shotgun Metagenomic Data Analysis  (Rajesh Ramavadh Pal, Ravi Prabhakar More, Hemant J. Purohit)....Pages 91-110
 Protein-protein Interactions: Basics, Characteristics, and Predictions  (Angshuman Bagchi)....Pages 111-120
 Machine Learning Framework: Predicting Protein Structural Features  (Pramod Kumar, Vandana Mishra, Subarna Roy)....Pages 121-141
 Drug Transporters as Therapeutic Targets: Computational Models, Challenges, and Future Perspective  (Deepak Singla, Ritika Bishnoi, Sandeep Kumar Dhanda, Shailendra Asthana)....Pages 143-168
 Module-Based Knowledge Discovery for Multiple-Cytosine-Variant Methylation Profile  (Saurav Mallik, Ujjwal Maulik)....Pages 169-186
 Outlook of Various Soft Computing Data Preprocessing Techniques to Study the Pest Population Dynamics in Integrated Pest Management  (M. Pratheepa, J. Cruz Antony)....Pages 187-200
 Genomics for Oral Cancer Biomarker Research  (Kavitha Prasad, Roopa S. Rao, Rupali C. Mane)....Pages 201-223
 Soft Computing Methods and Tools for Bacteria DNA Barcoding Data Analysis  (Ravi Prabhakar More, Hemant J. Purohit)....Pages 225-240
 Fish DNA Barcoding: A Comprehensive Survey of Bioinformatics Tools and Databases  (Rupali C. Mane, Ganesh Hegde, Ravi Prabhakar More, Rajesh Ramavadh Pal, Hemant J. Purohit)....Pages 241-251
 Microbes and Mountains: The Mid-Domain Effect on Mt. Fuji, Japan  (Dharmesh Singh)....Pages 253-263
 Integration of Soft Computing Approach in Plant Biology and Its Applications in Agriculture  (Archana Kumari, Minu Kesheri, Rajeshwar P. Sinha, Swarna Kanchan)....Pages 265-281
 Future Perspectives of Computational Biology: Demanding Shifts in Analytical Thinking to Unfold Biological Complexities  (Hemant J. Purohit, Hitesh Tikariha, Vipin Chandra Kalia)....Pages 283-293
Back Matter ....Pages 295-300