Lecture Notes in Real-Time Intelligent SystemsJolanta Mizera-Pietraszko, Pit Pichappan, Lahby Mohamed The second volume of the book series highlights works presented at the 2nd International Conference on Real Time Intelligent Systems, held in Casablanca on October 18-20, 2017. The book offers a comprehensive, practical review of the state-of-the-art in designing and implementing real-time intelligent computing for the areas within the conference’s scope such as robotics, intelligent alert systems, IoT, remote access control, multi-agent systems, networking, mobile smart systems, crowdsourcing, broadband systems, cloud computing, streaming data and many other applications. Research in real-time computing supports decision making in dynamic environments. Some examples include ABS, FBW flight control, automatic air-conditioning, etc. Intelligent computing relies heavily on artificial intelligence (AI) to make computers act for humans. The authors are confident that the solutions discussed in this book will provide a unique source of information and inspiration for researchers working in AI, distributed coding algorithms or smart services and platforms, and for IT professionals, who can integrate the proposed methods into their practice. |
Contents
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An Efficient Traffic Monitoring Model Using a Stream Processing Platform Based on Smart Highways Eve | 35 |
Design of Sunflower System Based on Shape Memory Alloy Actuator | 45 |
Penalized Latent Class Model for Clustering with Application to Variable Selection | 55 |
Application Areas of Big Data | 66 |
Storing RDF Data into Big Data NoSQL Databases | 67 |
Towards Smart Software Defined Wireless Network for Quality of Service Management | 264 |
Transformation of High Level Specification Towards nesC Code | 275 |
IMS Use Case | 285 |
Performance Analysis of the Vertical Handover Across Wifi3G Networks Based on IEEE 80221 | 300 |
Privacy and Security in Intelligence | 311 |
A New Encryption Scheme to Perform Smart Computations on Encrypted Cloud Big Data | 313 |
New Real Time Method for Air Traffic Control Based on the Blocking Area | 321 |
A Solution for Credit Card Fraud Detection in Banking | 332 |
MixedProfiling Recommender Systems for Big Data Environment | 79 |
A Review of Scalable Algorithms for Frequent Itemset Mining for Big Data Using Hadoop and Spark | 90 |
An Analytic Hierarchy Process Based Comparative Study of Web Data Extraction Approaches | 100 |
A New Vision for Multilingual Architecture | 111 |
Evolutionary Optimization Algorithms and Artificial Intelligence | 120 |
Using Continuous Hopfield Neural Network for Choice Architecture of Probabilistic SelfOrganizing Map | 121 |
The Hybrid Framework for Multiobjective Evolutionary Optimization Based on Harmony Search Algorithm | 134 |
New Prior Model for Bayesian Neural Networks Learning and Application to Classification of Tissues i | 143 |
NSGA II for a New Multiobjective Learning Method for Training and Model Comp | 154 |
A New QuasiCyclic Majority Logic Codes Constructed from Disjoint Difference Sets by Genetic Algorithm | 168 |
Prediction of Coordinate Measuring Machines Geometric Errors by Measuring a Ball StepGauge | 178 |
Cloud Computing and Internet of Things | 187 |
Hierarchical Load Balancing Strategy in Cloud Environment | 189 |
Impact of Hybrid Virtualization Using VM and Container on Live Migration and Cloud Performance | 196 |
Comparative Study | 209 |
Collaborative and Communicative Logistics Flows Management Using the Internet of Things | 216 |
Performance Analysis of Internet of Things Application Layer Protocol | 225 |
Networking | 235 |
Simulation Automation of Wireless Network on Opnet Modeler | 236 |
Smart SDN Policy Management Based VPN Multipoint | 250 |
Integrative Indoor Gas Sensor Applications for Emergency Control and Occup | 342 |
Implementation of an Hierarchical Hybrid Intrusion Detection Mechanism in Wireless Sensor Network Based on Energy Management | 360 |
A New Medical Image Processing Approach for the Security of Cloud Services | 378 |
Application Areas of RealTime Intelligence | 393 |
Evolution Analysis of the Moroccan Community Activity on Facebook | 394 |
Results and Connectivity Analysis | 409 |
Designing Middleware over Real Time Operating System for Mobile Robot | 419 |
Sensor Fault Detection and Isolation for a Robot Manipulator Based on HighGain Observers | 426 |
Physiological Signals Based Automobile Drivers Stress Levels Detection Using Shape and Texture Feat | 436 |
Two New Fast and Efficient Hard Decision Decoders Based on Hash Techniques for Real Time Communicati | 448 |
Pattern Recognition | 460 |
ContentBased Image Retrieval Using Convolutional Neural Networks | 461 |
A New Theoretical Pattern Based on a Methods Database for Dynamic Images Encryption | 477 |
Convolutional Neural Networks for Human Activity Recognition in Time and FrequencyDomain | 485 |
Analytical View of Augmenting Coarse Cloth Simulations with Wrinkles | 497 |
Is Stemming Beneficial for Learning Better Arabic Word Representations? | 508 |
Arabic Sign Language Alphabet Recognition Methods Comparison Combination and Implementation | 518 |
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Other editions - View all
Lecture Notes in Real-Time Intelligent Systems Jolanta Mizera-Pietraszko,Pit Pichappan Limited preview - 2017 |
Lecture Notes in Real-Time Intelligent Systems Jolanta Mizera-Pietraszko,Pit Pichappan No preview available - 2017 |
Lecture Notes in Real-time Intelligent Systems Jolanta Mizera-Pietraszko,Pit Pichappan,Moham Lahby No preview available - 2019 |
Common terms and phrases
agent air traffic aircraft AISC analysis application approach architecture automatic behavior Big Data Casablanca classification cloud computing clustering codes communication configuration data mining database dataset decoding defined distributed dynamic efficient embedded error evaluation extraction Facebook feature framework function genetic algorithm Hadoop handover hidden layer homomorphic encryption HSDec Hybrid IEEE implementation input interface International Conference Internet of Things intrusion detection IPsec latent class model load balancing machine MapReduce matrix measured meta-model method migration Mizera-Pietraszko mobile module Morocco multi-objective neural network neurons node NoSQL operating optimization output parameters performance platform present problem proposed protocol RDF data real-time Sect server signals simulation solution Springer International Publishing Springer Nature 2019 Table techniques technologies TMA space variables vector virtual wireless networks wireless sensor networks wrinkles ZigBee