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Full Description
Based on a rigorous selection from 58 proposals coming from across the world, this volume will include some of the most recent ideas and technical results in computer systems, computer science, and computer-communication networks. The book will offer the reader with a timely access to innovative research from many different areas of the world where advances in computing and communications are created.
Contents
Section 1: Smart Algorithms.- Adaptive Curve Tailoring.- Regularizing Soft Decision Trees.- A Simple Yet Fast Algorithm for the Closest-Pair Problem Using Sorted Projections on Multi-dimensions.- DARWIN - A Genetic Algorithm Language.- Distributed Selfish Algorithms for the Max-Cut game.- Section 2: Analysis, Modelling and Optimisation.- Distributed Binary Consensus in Dynamic Networks.- Computing bounds of the MTTF for a set of Markov Chains.- Analysing and Predicting Patient Arrival Times in Hospitals using Hidden Markov Models.- Optimal Behaviour of Smart Wireless Users.- Hyper-heuristics for Performance Optimization of Simultaneous Multithreaded Processors.- A Model of Speculative Parallel Scheduling in Networks of Unreliable Sensors.- Energy-Aware Admission Control for Wired Networks.- Section 3: Computational Linguistics.- Named Entity Recognition in Turkish with Bayesian Learning and Hybrid Approaches.- Transfer Learning Using Twitter Data for Improving Sentiment Classification of Turkish Political News.- A Fully Semantic Approach to Large Scale Text Categorization.- Emotion Analysis on Turkish Texts.- A Comparative Study to Determine the Effective Window Size of Turkish Word Sense Disambiguation Systems.- Section 4: Computer Vision.- Eyes Detection Combined Feature Extraction and Mouth Information.- Depth From Moving Apertures.- Score Level Fusion for Face-Iris Multimodal Biometric System.- Feature Selection for Enhanced 3D Facial Expression Recognition Based On Varying Feature Point Distances.- Section 5: Data and Web Engineering.- DAPNA: An Architectural Framework for Data Processing Networks.- Crescent: A Byzantine Fault Tolerant Delivery Framework for Durable Composite Web Services.- Morphological Document Recovery in HSI space.- Ontological Approach to Data Warehouse Source Integration.- Adaptive Oversampling with Active Learning in Imbalanced Data Classication.- Section 6: Wireless Sensor Networks.- Energy-Aware Distributed Hash Table-based Bootstrapping Protocol for Randomly Deployed Heterogeneous Wireless Sensor Networks.- Sensor-Activity Relevance in Human Activity Recognition with Wearable Motion Sensors and Mutual Information Criterion.- Routing Emergency Evacuees with Cognitive Packet Networks.- Detection and Evaluation of Physical Therapy Exercises by Dynamic Time Warping Using Wearable Motion Sensor Units.- Section 7: Network Security, Data Integrity and Privacy.- Commutative Matrix-Based Diffie-Hellman-Like Key-Exchange Protocol.- Anonymity in Multi-Instance Micro-Data Publication.- Homomorphic Minimum Bandwidth Repairing Codes.- Recreating a Large-scale BGP Incident in a Realistic Environment.- Uneven Key Pre-Distribution Scheme for Multi-Phase Wireless Sensor Networks.- NEMESYS: Enhanced Network Security for Seamless Service Provisioning in the Smart Mobile Ecosystem.- Towards Visualizing mobile network data.- Infrastructure for Detecting Android Malware.- NEMESYS: First Year Project Experience in Telecom Italia Information Technology.- Android Security, Pitfalls, Lessons Learned and BYOD.- Mobile Network Threat Analysis & MNO Positioning.- Mobile Network Anomaly Detection and Mitigation: The NEMESYS Approach.
