Skip to main content
SpringerLink
Log in
Book cover

Advances in Information and Communication

Proceedings of the 2019 Future of Information and Communication Conference (FICC), Volume 2

  • Conference proceedings
  • © 2020

Overview

Editors:
  1. Kohei Arai

    1. Faculty of Science and Engineering, Saga University, Saga, Japan

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Rahul Bhatia

    1. The Science and Information (SAI) Organization, Bradford, UK

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  • Gathers the Proceedings of the Future of Information and Communication Conference 2019 (FICC 2019), held in San Francisco, USA from March 14 to 15, 2019
  • Presents state-of-the-art theory and applications chapters on topics including communication, data science, ambient intelligence, networking, computing, security, and privacy.
  • Provides a well-rounded overview of the latest theory and practice in the field

Part of the book series: Lecture Notes in Networks and Systems (LNNS, volume 70)

Included in the following conference series:

Conference proceedings info: FICC 2019.

This is a preview of subscription content, log in via an institution to check access.

Access this book

Log in via an institution
eBook USD 169.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 219.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access

Licence this eBook for your library

Institutional subscriptions

Table of contents (88 papers)

  1. Front Matter

    Pages i-xiv
    Download chapter PDF

  2. Contextual Binding: A Deductive Apparatus in Artificial Neural Networks

    • Jim Q. Chen
    Pages 1-10

  3. Intelligent Signal Classifier for Brain Epileptic EEG Based on Decision Tree, Multilayer Perceptron and Over-Sampling Approach

    • Jimmy Ming-Tai Wu, Meng-Hsiun Tsai, Chia-Te Hsu, Hsien-Chung Huang, Hsiang-Chun Chen
    Pages 11-24

  4. Korean-Optimized Word Representations for Out-of-Vocabulary Problems Caused by Misspelling Using Sub-character Information

    • Seonhghyun Kim, Jai-Eun Kim, Seokhyun Hawang, Berlocher Ivan, Seung-Won Yang
    Pages 25-32

  5. A Regressive Convolution Neural Network and Support Vector Regression Model for Electricity Consumption Forecasting

    • Youshan Zhang, Qi Li
    Pages 33-45

  6. Facial Expression Recognition and Analysis of Interclass False Positives Using CNN

    • Junaid Baber, Maheen Bakhtyar, Kafil Uddin Ahmed, Waheed Noor, Varsha Devi, Abdul Sammad
    Pages 46-54

  7. CASCADENET: An LSTM Based Deep Learning Model for Automated ICD-10 Coding

    • Sheikh Shams Azam, Manoj Raju, Venkatesh Pagidimarri, Vamsi Chandra Kasivajjala
    Pages 55-74

  8. Automated Gland Segmentation Leading to Cancer Detection for Colorectal Biopsy Images

    • Syed Fawad Hussain Naqvi, Salahuddin Ayubi, Ammara Nasim, Zeeshan Zafar
    Pages 75-83

  9. A Two-Fold Machine Learning Approach for Efficient Day-Ahead Load Prediction at Hourly Granularity for NYC

    • Syed Shahbaaz Ahmed, Raghavendran Thiruvengadam, A. S. Shashank Karrthikeyaa , Vineeth Vijayaraghavan
    Pages 84-97

  10. A Classical-Quantum Hybrid Approach for Unsupervised Probabilistic Machine Learning

    • Prasanna Date, Catherine Schuman, Robert Patton, Thomas Potok
    Pages 98-117

  11. Comparing TensorFlow Deep Learning Performance and Experiences Using CPUs via Local PCs and Cloud Solutions

    • Robert Nardelli, Zachary Dall, Sotiris Skevoulis
    Pages 118-130

  12. An Efficient Segmentation Technique for Urdu Optical Character Recognizer (OCR)

    • Saud Ahmed Malik, Muazzam Maqsood, Farhan Aadil, Muhammad Fahad Khan
    Pages 131-141

  13. Adaptive Packet Routing on Communication Networks Based on Reinforcement Learning

    • Tanyaluk Deeka, Boriboon Deeka, Surajate On-rit
    Pages 142-151

  14. ScaffoldNet: Detecting and Classifying Biomedical Polymer-Based Scaffolds via a Convolutional Neural Network

    • Darlington Ahiale Akogo, Xavier-Lewis Palmer
    Pages 152-161

  15. Transfer Learning for Cross-Domain Sequence Tagging Tasks

    • Meng Cao, Chaohe Zhang, Dancheng Li, Qingping Zheng, Ling Luo
    Pages 162-173

  16. Ensemble Models for Enhancement of an Arabic Speech Emotion Recognition System

    • Rached Zantout, Samira Klaylat, Lama Hamandi, Ziad Osman
    Pages 174-187

  17. Automating Vehicles by Deep Reinforcement Learning Using Task Separation with Hill Climbing

    • Mogens Graf Plessen
    Pages 188-210

  18. Information Augmentation, Reduction and Compression for Interpreting Multi-layered Neural Networks

    • Ryotaro Kamimura
    Pages 211-223

  19. Enhance Rating Algorithm for Restaurants

    • Jeshreen Balraj, Cassim Farook
    Pages 224-234

  20. Reverse Engineering Creativity into Interpretable Neural Networks

    • Marilena Oita
    Pages 235-247
Back to top

Other volumes

  1. Advances in Information and Communication

  2. Advances in Information and Communication

Keywords

About this book

This book presents a remarkable collection of chapters that cover a wide range of topics in the areas of information and communication technologies and their real-world applications. It gathers the Proceedings of the Future of Information and Communication Conference 2019 (FICC 2019), held in San Francisco, USA from March 14 to 15, 2019. The conference attracted a total of 462 submissions from pioneering researchers, scientists, industrial engineers, and students from all around the world. Following a double-blind peer review process, 160 submissions (including 15 poster papers) were ultimately selected for inclusion in these proceedings.

The papers highlight relevant trends in, and the latest research on: Communication, Data Science, Ambient Intelligence, Networking, Computing, Security, and the Internet of Things. Further, they address all aspects of Information Science and communication technologies, from classical to intelligent, and both the theory and applications of the latesttechnologies and methodologies.

Gathering chapters that discuss state-of-the-art intelligent methods and techniques for solving real-world problems, along with future research directions, the book represents both an interesting read and a valuable asset.

Editors and Affiliations

  • Faculty of Science and Engineering, Saga University, Saga, Japan

    Kohei Arai

  • The Science and Information (SAI) Organization, Bradford, UK

    Rahul Bhatia

Bibliographic Information

Publish with us

Policies and ethics

Back to top

Search

Navigation