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.
Inhaltsverzeichnis
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.
