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Advances in Information and Communication

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

  • Kohei Arai
  • Rahul Bhatia
Conference proceedings FICC 2019

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

Table of contents

  1. Front Matter
    Pages i-xiv
    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
  21. Developing a Deep Learning Model to Implement Rosenblatt’s Experiential Memory Brain Model
    Abu Kamruzzaman, Yousef Alhwaiti, Charles C. Tappert
    Pages 248-261
  22. The Influence of Media Types on Students’ Learning Performance in a Role Playing Game on English Vocabulary Learning
    Yuting Li, Jing Leng
    Pages 262-270
  23. Edit Distance Kernelization of NP Theorem Proving For Polynomial-Time Machine Learning of Proof Heuristics
    David Windridge, Florian Kammüller
    Pages 271-283
  24. Performance Analysis of Artificial Neural Networks Training Algorithms and Activation Functions in Day-Ahead Base, Intermediate, and Peak Load Forecasting
    Lemuel Clark P. Velasco, Noel R. Estoperez, Renbert Jay R. Jayson, Caezar Johnlery T. Sabijon, Verlyn C. Sayles
    Pages 284-298
  25. Quantum Deep Learning Neural Networks
    Abu Kamruzzaman, Yousef Alhwaiti, Avery Leider, Charles C. Tappert
    Pages 299-311
  26. Hierarchical Modeling for Strategy-Based Multi-agent Multi-team Systems
    D. Michael Franklin
    Pages 312-325
  27. Bioinformatics Tools for PacBio Sequenced Amplicon Data Pre-processing and Target Sequence Extraction
    Zeeshan Ahmed, Justin Pranulis, Saman Zeeshan, Chew Yee Ngan
    Pages 326-340
  28. SimTee: An Automated Environment for Simulation and Analysis of Requirements
    Saad Zafar, Musharif Ahmed, Taskeen Fatima, Zohra Aslam
    Pages 341-356
  29. SuperDense Coding Step by Step
    Lewis Westfall, Avery Leider
    Pages 357-372
  30. Artificial Swarming Shown to Amplify Accuracy of Group Decisions in Subjective Judgment Tasks
    Gregg Willcox, Louis Rosenberg, David Askay, Lynn Metcalf, Erick Harris, Colin Domnauer
    Pages 373-383
  31. High-Resolution Streaming Functionality in SAGE2 Screen Sharing
    Kazuya Ishida, Daiki Asao, Arata Endo, Yoshiyuki Kido, Susumu Date, Shinji Shimojo
    Pages 384-399
  32. A Secure Scalable Life-Long Learning Based on Multiagent Framework Using Cloud Computing
    Ghalib Ahmad Tahir, Sundus Abrar, Loo Chu Kiong
    Pages 400-421
  33. An Autonomic Model-Driven Architecture to Support Runtime Adaptation in Swarm Behavior
    Mark Allison, Melvin Robinson, Grant Rusin
    Pages 422-437
  34. Review of Paradigm Shift in Patent Within Digital Environment and Possible Implications for Economic Development in Africa
    Stephen Odirachukwu Mwim, Tana Pistorius
    Pages 438-452
  35. *Thing: Improve Anything to Anything Collaboration
    Giancarlo Corti, Luca Ambrosini, Roberto Guidi, Nicola Rizzo
    Pages 453-465
  36. eSense 2.0: Modeling Multi-agent Biomimetic Predation with Multi-layered Reinforcement Learning
    D. Michael Franklin, Derek Martin
    Pages 466-478
  37. System of Organizational Terms as a Methodological Concept in Replacing Human Managers with Robots
    Olaf Flak
    Pages 479-500
  38. Interruption Timing Prediction via Prosodic Task Boundary Model for Human-Machine Teaming
    Nia Peters
    Pages 501-522
  39. Computer Science Education: Online Content Modules and Professional Development for Secondary Teachers in West Tennessee—A Case Study
    Lee Allen
    Pages 523-532
  40. Enterprises and Future Disruptive Technological Innovations: Exploring Blockchain Ledger Description Framework (BLDF) for the Design and Development of Blockchain Use Cases
    Hock Chuan Lim
    Pages 533-540
  41. Human Superposition Allows for Large-Scale Quantum Computing
    Bruce Levinson
    Pages 541-546
  42. Student User Experience with the IBM QISKit Quantum Computing Interface
    Stephan Barabasi, James Barrera, Prashant Bhalani, Preeti Dalvi, Ryan Dimiecik, Avery Leider et al.
    Pages 547-563
  43. Searching for Network Modules
    Giovanni Rossi
    Pages 564-585
  44. Routing Sets and Hint-Based Routing
    Ivan Avramovic
    Pages 586-602
  45. Comparison between Maximal Independent Sets and Maximal Cliques Models to Calculate the Capacity of Multihop Wireless Networks
    Maher Heal, Jingpeng Li
    Pages 603-615
  46. A Priority and QoS-Aware Scheduler for LTE Based Public Safety Networks
    Mahir Ayhan, Hyeong-Ah Choi
    Pages 616-633
  47. Efficient Mobile Base Station Placement for First Responders in Public Safety Networks
    Chen Shen, Mira Yun, Amrinder Arora, Hyeong-Ah Choi
    Pages 634-644
  48. Solutions of Partition Function-Based TU Games for Cooperative Communication Networking
    Giovanni Rossi
    Pages 645-666
  49. Interoperable Convergence of Storage, Networking, and Computation
    Micah Beck, Terry Moore, Piotr Luszczek, Anthony Danalis
    Pages 667-690
  50. QoS for SDN-Based Fat-Tree Networks
    Haitham Ghalwash, Chun-Hsi Huang
    Pages 691-705

Other volumes

  1. Advances in Information and Communication
    Proceedings of the 2019 Future of Information and Communication Conference (FICC), Volume 1
  2. Advances in Information and Communication
    Proceedings of the 2019 Future of Information and Communication Conference (FICC), Volume 2

About these proceedings

Introduction

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 latest technologies 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.

Keywords

Cellular Networks Sensing and Sensor Networks Geographic Information Systems Cloud Networking Signal Processing Virtualization Machine to Machine (M2M) Cognitive Radio Body Area Networks Satellite and Optical Communication SAI FICC2019 FICC

Editors and affiliations

  • Kohei Arai
    • 1
  • Rahul Bhatia
    • 2
  1. 1.Faculty of Science and EngineeringSaga UniversitySagaJapan
  2. 2.The Science and Information (SAI) OrganizationBradfordUK

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