Preface; Proceedings; Patron:; Hon. General Co-Chairs:; General Chair:; Steering Committee:; Program Chair:; Convener:; Publicity Chair:; Finance Co-Chairs:; Web Chair:; Student Activity Chair:; Advisory Committee:; Program Committee:; Organizing Committee:; Additional Reviewers of FICTA 2015; Contents; About the Editors; Part I Special Session: Advances in Nature Inspired Algorithms for Engineering Optimization Problems; An Efficient Dynamic Scheduling Algorithm for Soft Real-Time Tasks in Multiprocessor System Using Hybrid Quantum-Inspired Genetic Algorithm; 1 Introduction

2 Multiprocessor Real-Time Task Scheduling Problem3 Real-Time Task Model; 3.1 Objective Function; 4 Quantum-Inspired Genetic Algorithm (QIGA); 5 Proposed Hybrid Quantum-Inspired Genetic Algorithm (HQIGA); 6 Experimental Results and Discussions; 7 Conclusions; References; Equitable Machine Learning Algorithms to Probe Over P2P Botnets; 1 Introduction; 2 Related Works; 3 Methodology; 3.1 Data Acquisition; 3.2 Feature Extraction; 3.3 Testing Phase; 4 Implementation; 4.1 Random Forest (RF); 4.2 K-Nearest Neighbor (KNN); 4.3 Multilayer Perceptron (MLP); 5 Conclusion; References

Directed Search-based PSO Algorithm and Its Application to Scheduling Independent Task in Multiprocessor Environment1 Introduction; 2 Problem Definition; 2.1 System Model; 2.2 Assumptions; 2.3 Objectives; 3 Related Work; 4 Proposed Work; 4.1 Proposed Algorithm; 4.2 Problem Formulation; 5 Simulation Results; 6 Conclusion; References; Part II Bioinformatics and Computational Biology; 4 JUPred_MLP: Prediction of Phosphorylation Sites Using a Consensus of MLP Classifiers; Abstract; 1 Introduction; 2 Materials and Methods; 2.1 Features for MLP; Position-Specific Scoring Matrix; Shannon's Entropy

2.2 Multilayer Perceptron2.3 Star Consensus; 3 Results and Discussions; 4 Conclusion; Acknowledgments; References; 5 Molecular Computing and Residual Binding Mode in ER alpha and bZIP Proteins from Homo Sapiens: An Insight into the Signal Transduction in Breast Cancer Metastasis; Abstract; 1 Introduction; 2 Materials and Methods; 2.1 Analysis of Sequences and Template Search for Comparative Modeling; 2.2 Comparative Modeling of bZIP-Domain and ER alpha Monomers; 2.3 Optimization and Conformational Stability of Loop Regions Using ModLoop

2.4 Energy Optimization of the Loop-Optimized Modeled Protein Structures2.5 Stereo-Chemical Validation of the Modeled Proteins; 2.6 Protein
Protein Docking Simulations; 2.7 Molecular Dynamics Simulation of the Modeled Complex; 2.8 Stability Examination of the Energy Minimized and Simulated `bZIP-ER alpha ' Complex; 2.9 Calculation of Interaction Patterns and Binding Modes in the Complex; 2.10 Surface Electrostatic Potential Assessment; 3 Results; 3.1 Model's Structural Description for bZIP Monomer; 3.2 Model's Structural Description for ER alpha Monomer