Robotic Intelligence

Nonfiction, Computers, Advanced Computing, Engineering, Computer Vision, Artificial Intelligence, General Computing

• Author: Phillip C-Y Sheu
• ISBN: 9789811203497
• Publisher: World Scientific Publishing Company
• Publication: March 6, 2019
• Imprint: WSPC
• Language: English

This volume aims to provide a reference to the development of robotic intelligence, built upon Semantic Computing, in terms of 'action' to realize the 'context' and 'intention' formulated by Semantics Computing during the 'thinking' or reasoning process. It addresses three core areas:

Contents:

• Foreword

• Part 1: Understanding Semantics:

  • Goodness of Machine Learning Models (J R Barr)

• Part 2: Data Science:

  • Goodness-of-Fit of Statistical Distributions (J R Barr and S Zacks)
  • Forensics: Assessing Model Goodness: A Machine Learning View (J R Barr and J Cavanaugh)
  • Diffusion Analysis (M Kim and M Hayakawa)

• Part 3: Data Integration:

  • Network Analysis and GOLAP (J Jin and M Hayakawa)

• Part 4: Applications:

  • Automatic Analysis of Microblogging Data to Aid in Emergency Management (S Manna)
  • Applications of Natural Language Processing (NLP) for Improving Classroom Learning Experiences Using Student Surveys (P Kuiper and K Hood)
  • A Semantic Recommendation System for Cancer-Related Articles (C C N Wang, Y-L Chung, I-S Chang and J J P Tsai)
  • Rapid Qualification of Mereotopological Relationships Using Signed Distance Fields (R Schubotz, C Vogelgesang and Dmitri Rubinstein)

• Part 5: Robotic Intelligence:

  • A Learning from Demonstration Framework for Implementation of a Feeding Task (N Ettehadi and A Behal)
  • Cooperative Obstacle Avoidance for Heterogeneous Unmanned Systems During Search Mission (K Harikumar, T Bera, R Bardhan and S Sundaram)
  • Improving Code Quality in ROS Packages Using a Temporal Extension of First-Order Logic (D Come, J Brunel and D Doose)
  • Integrating Planning and Reactive Behavior by Using Semantically Annotated Robot Tasks (A Schierl, A Hoffmann, L Nägele and W Reif)
  • Portmanteau Word-Play for Vocabulary Enhancement with Humanoid Robot Support (D Schicchi and G Pilato)
  • Enhanced Navigation Using Computer Vision-Based Steering Angle Calculation for Autonomous Vehicles (M R Rochan, K A Alagammai and J Sujatha)
  • Efficient Resource Allocation for Decentralized Heterogeneous System Using Density Estimation Approach (J Senthilnath, K Harikumar and S Suresh)
  • Robotic Control for Cognitive UWB Radar (S Brüggenwirth and F Rial)
  • A Mixed Real-Time Robot Hardware Abstraction Layer (R-HAL) (Giuseppe F Rigano, Luca Muratorez, Arturo Laurenzi, Enrico M Hoffman and Nikos G Tsagarakis)
  • Robotic Intelligence and Computational Creativity (A Augello, I Infantino, U Maniscalco, G Pilato, R Rizzo and F Vella)

Readership: For students and researchers in computer science.
Key Features:

• Encyclopedia with Semantic Computing and Robotic Intelligence is the most up-to-date on the subject that are available today
• Supported by sister e-journal available on http://www.worldscientific.com/worldscinet/escri, where new articles are released online on the regular basis in a monthly basis
• Once every 6-month, the articles published in the e-journal will be compiled into volume as part of the Encyclopedia with Semantic Computing and Robotic Intelligence, as published as ESCRI collection