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

Description

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. Front Matter ....Pages i-xiv Contextual Binding: A Deductive Apparatus in Artificial Neural Networks (Jim Q. Chen)....Pages 1-10 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 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 A Regressive Convolution Neural Network and Support Vector Regression Model for Electricity Consumption Forecasting (Youshan Zhang, Qi Li)....Pages 33-45 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 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 Automated Gland Segmentation Leading to Cancer Detection for Colorectal Biopsy Images (Syed Fawad Hussain Naqvi, Salahuddin Ayubi, Ammara Nasim, Zeeshan Zafar)....Pages 75-83 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 A Classical-Quantum Hybrid Approach for Unsupervised Probabilistic Machine Learning (Prasanna Date, Catherine Schuman, Robert Patton, Thomas Potok)....Pages 98-117 Comparing TensorFlow Deep Learning Performance and Experiences Using CPUs via Local PCs and Cloud Solutions (Robert Nardelli, Zachary Dall, Sotiris Skevoulis)....Pages 118-130 An Efficient Segmentation Technique for Urdu Optical Character Recognizer (OCR) (Saud Ahmed Malik, Muazzam Maqsood, Farhan Aadil, Muhammad Fahad Khan)....Pages 131-141 Adaptive Packet Routing on Communication Networks Based on Reinforcement Learning (Tanyaluk Deeka, Boriboon Deeka, Surajate On-rit)....Pages 142-151 ScaffoldNet: Detecting and Classifying Biomedical Polymer-Based Scaffolds via a Convolutional Neural Network (Darlington Ahiale Akogo, Xavier-Lewis Palmer)....Pages 152-161 Transfer Learning for Cross-Domain Sequence Tagging Tasks (Meng Cao, Chaohe Zhang, Dancheng Li, Qingping Zheng, Ling Luo)....Pages 162-173 Ensemble Models for Enhancement of an Arabic Speech Emotion Recognition System (Rached Zantout, Samira Klaylat, Lama Hamandi, Ziad Osman)....Pages 174-187 Automating Vehicles by Deep Reinforcement Learning Using Task Separation with Hill Climbing (Mogens Graf Plessen)....Pages 188-210 Information Augmentation, Reduction and Compression for Interpreting Multi-layered Neural Networks (Ryotaro Kamimura)....Pages 211-223 Enhance Rating Algorithm for Restaurants (Jeshreen Balraj, Cassim Farook)....Pages 224-234 Reverse Engineering Creativity into Interpretable Neural Networks (Marilena Oita)....Pages 235-247 Developing a Deep Learning Model to Implement Rosenblatt’s Experiential Memory Brain Model (Abu Kamruzzaman, Yousef Alhwaiti, Charles C. Tappert)....Pages 248-261 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 Edit Distance Kernelization of NP Theorem Proving For Polynomial-Time Machine Learning of Proof Heuristics (David Windridge, Florian Kammüller)....Pages 271-283 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 Quantum Deep Learning Neural Networks (Abu Kamruzzaman, Yousef Alhwaiti, Avery Leider, Charles C. Tappert)....Pages 299-311 Hierarchical Modeling for Strategy-Based Multi-agent Multi-team Systems (D. Michael Franklin)....Pages 312-325 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 SimTee: An Automated Environment for Simulation and Analysis of Requirements (Saad Zafar, Musharif Ahmed, Taskeen Fatima, Zohra Aslam)....Pages 341-356 SuperDense Coding Step by Step (Lewis Westfall, Avery Leider)....Pages 357-372 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 High-Resolution Streaming Functionality in SAGE2 Screen Sharing (Kazuya Ishida, Daiki Asao, Arata Endo, Yoshiyuki Kido, Susumu Date, Shinji Shimojo)....Pages 384-399 A Secure Scalable Life-Long Learning Based on Multiagent Framework Using Cloud Computing (Ghalib Ahmad Tahir, Sundus Abrar, Loo Chu Kiong)....Pages 400-421 An Autonomic Model-Driven Architecture to Support Runtime Adaptation in Swarm Behavior (Mark Allison, Melvin Robinson, Grant Rusin)....Pages 422-437 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 *Thing: Improve Anything to Anything Collaboration (Giancarlo Corti, Luca Ambrosini, Roberto Guidi, Nicola Rizzo)....Pages 453-465 eSense 2.0: Modeling Multi-agent Biomimetic Predation with Multi-layered Reinforcement Learning (D. Michael Franklin, Derek Martin)....Pages 466-478 System of Organizational Terms as a Methodological Concept in Replacing Human Managers with Robots (Olaf Flak)....Pages 479-500 Interruption Timing Prediction via Prosodic Task Boundary Model for Human-Machine Teaming (Nia Peters)....Pages 501-522 Computer Science Education: Online Content Modules and Professional Development for Secondary Teachers in West Tennessee—A Case Study (Lee Allen)....Pages 523-532 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 Human Superposition Allows for Large-Scale Quantum Computing (Bruce Levinson)....Pages 541-546 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 Searching for Network Modules (Giovanni Rossi)....Pages 564-585 Routing Sets and Hint-Based Routing (Ivan Avramovic)....Pages 586-602 Comparison between Maximal Independent Sets and Maximal Cliques Models to Calculate the Capacity of Multihop Wireless Networks (Maher Heal, Jingpeng Li)....Pages 603-615 A Priority and QoS-Aware Scheduler for LTE Based Public Safety Networks (Mahir Ayhan, Hyeong-Ah Choi)....Pages 616-633 Efficient Mobile Base Station Placement for First Responders in Public Safety Networks (Chen Shen, Mira Yun, Amrinder Arora, Hyeong-Ah Choi)....Pages 634-644 Solutions of Partition Function-Based TU Games for Cooperative Communication Networking (Giovanni Rossi)....Pages 645-666 Interoperable Convergence of Storage, Networking, and Computation (Micah Beck, Terry Moore, Piotr Luszczek, Anthony Danalis)....Pages 667-690 QoS for SDN-Based Fat-Tree Networks (Haitham Ghalwash, Chun-Hsi Huang)....Pages 691-705 LBMM: A Load Balancing Based Task Scheduling Algorithm for Cloud (Yong Shi, Kai Qian)....Pages 706-712 Exploiting Telnet Security Flaws in the Internet of Things (James Klein, Kristen R. Walcott)....Pages 713-727 Probabilistic Full Disclosure Attack on IoT Network Authentication Protocol (Madiha Khalid, Umar Mujahid, Muhammad Najam-ul-Islam, Binh Tran)....Pages 728-738 Multilevel Data Concealing Technique Using Steganography and Visual Cryptography (Chaitra Rangaswamaiah, Yu Bai, Yoonsuk Choi)....Pages 739-758 Ring Theoretic Key Exchange for Homomorphic Encryption (Jack Aiston)....Pages 759-780 Response-Based Cryptographic Methods with Ternary Physical Unclonable Functions (Bertrand Cambou, Christopher Philabaum, Duane Booher, Donald A. Telesca)....Pages 781-800 Implementation of Insider Threat Detection System Using Honeypot Based Sensors and Threat Analytics (Muhammad Mudassar Yamin, Basel Katt, Kashif Sattar, Maaz Bin Ahmad)....Pages 801-829 Subject Identification from Low-Density EEG-Recordings of Resting-States: A Study of Feature Extraction and Classification (Luis Alfredo Moctezuma, Marta Molinas)....Pages 830-846 Early Detection of Mirai-Like IoT Bots in Large-Scale Networks through Sub-sampled Packet Traffic Analysis (Ayush Kumar, Teng Joon Lim)....Pages 847-867 Desktop Browser Extension Security and Privacy Issues (Steven Ursell, Thaier Hayajneh)....Pages 868-880 Exploring Cybersecurity Metrics for Strategic Units: A Generic Framework for Future Work (Mohammad Arafah, Saad Haj Bakry, Reham Al-Dayel, Osama Faheem)....Pages 881-891 From Access Control Models to Access Control Metamodels: A Survey (Nadine Kashmar, Mehdi Adda, Mirna Atieh)....Pages 892-911 A Potential Cascading Succession of Cyber Electromagnetic Achilles’ Heels in the Power Grid (S. Chan)....Pages 912-934 On the Relation Between Security Models for HB-like Symmetric Key Authentication Protocols (Miaomiao Zhang)....Pages 935-950 Development of Students’ Security and Privacy Habits Scale (Naurin Farooq Khan, Naveed Ikram)....Pages 951-963 Privacy and Security—Limits of Personal Information to Minimize Loss of Privacy (Hanif Ur Rahman, Ateeq Ur Rehman, Shah Nazir, Izaz Ur Rehman, Nizam Uddin)....Pages 964-974 Towards Protection Against a USB Device Whose Firmware Has Been Compromised or Turned as ‘BadUSB’ (Usman Shafique, Shorahbeel Bin Zahur)....Pages 975-987 A Multi-dimensional Adversary Analysis of RSA and ECC in Blockchain Encryption (Sonali Chandel, Wenxuan Cao, Zijing Sun, Jiayi Yang, Bailu Zhang, Tian-Yi Ni)....Pages 988-1003 Assessing the Performance of a Biometric Mobile Application for Workdays Registration (Cristian Zambrano-Vega, Byron Oviedo, Oscar Moncayo Carreño)....Pages 1004-1015 Closer Look at Mobile Hybrid Apps Configurations: Statistics and Implications (Abeer AlJarrah, Mohamed Shehab)....Pages 1016-1037 Security and Privacy Issues for Business Intelligence in IoT (Mohan Krishna Kagita)....Pages 1038-1049 Securing a Network: How Effective Using Firewalls and VPNs Are? (Sun Jingyao, Sonali Chandel, Yu Yunnan, Zang Jingji, Zhang Zhipeng)....Pages 1050-1068 A Software Engineering Methodology for Developing Secure Obfuscated Software (Carlos Gonzalez, Ernesto Liñan)....Pages 1069-1078 Detecting Windows Based Exploit Chains by Means of Event Correlation and Process Monitoring (Muhammad Mudassar Yamiun, Basel Katt, Vasileios Gkioulos)....Pages 1079-1094 Analysing Security Threats for Cyber-Physical Systems ( Shafiq ur Rehman, Manuel De Ceglia, Volker Gruhn)....Pages 1095-1105 Bayesian Signaling Game Based Efficient Security Model for MANETs (Rashidah Funke Olanrewaju, Burhan ul Islam Khan, Farhat Anwar, Roohie Naaz Mir, Mashkuri Yaacob, Tehseen Mehraj)....Pages 1106-1122 End-to-End Emotion Recognition From Speech With Deep Frame Embeddings And Neutral Speech Handling (Grigoriy Sterling, Eva Kazimirova)....Pages 1123-1135 Algorithm and Application Development for the Agents Group Formation in a Multi-agent System Using SPADE System (Alexey Goryashchenko)....Pages 1136-1143 On Compressed Sensing Based Iterative Channel Estimator for UWA OFDM Systems (Sumit Chakravarty, Ankita Pramanik)....Pages 1144-1152 Development on Interactive Route Guidance Robot for the Mobility Handicapped in Railway Station (Tae-Hyung Lee, Jong-Gyu Hwang, Kyeong-Hee Kim, Tae-Ki Ahn)....Pages 1153-1158 Facilitate External Sorting for Large-Scale Storage on Shingled Magnetic Recording Drives (Yu-Pei Liang, Min-Hong Shen, Yi-Han Lien, Wei-Kuan Shih)....Pages 1159-1164 LTE Geolocation Based on Measurement Reports and Timing Advance (Zaenab Shakir, Josko Zec, Ivica Kostanic)....Pages 1165-1175 Hybrid Parallel Approach of Splitting-Up Conjugate Gradient Method for Distributed Memory Multicomputers (Akiyoshi Wakatani)....Pages 1176-1186 Exceeding the Performance of Two-Tier Fat-Tree: Equality Network Topology (Chane-Yuan Yang, Chi-Hsiu Liang, Hong-Lin Wu, Chun-Ho Cheng, Chao-Chin Li, Chun-Ming Chen et al.)....Pages 1187-1199 Energy Aware LEACH Protocol for WSNs (Nahid Ebrahimi Majd, Pooja Chhabria, Anjali Tomar)....Pages 1200-1209 Evaluation of Parameters Affecting the Performance of Routing Protocols in Mobile Ad Hoc Networks (MANETs) with a Focus on Energy Efficiency (Nahid Ebrahimi Majd, Nam Ho, Thu Nguyen, Jacob Stolmeier)....Pages 1210-1219 Integrating User Opinion in Decision Support Systems (Saveli Goldberg, Gabriel Katz, Ben Weisburd, Alexander Belyaev, Anatoly Temkin)....Pages 1220-1226 SEAKER: A Tool for Fast Digital Forensic Triage (Eric Gentry, Ryan McIntyre, Michael Soltys, Frank Lyu)....Pages 1227-1243 Cyber-Physical Network Mapping Attack Topology (Glenn Fiedelholtz)....Pages 1244-1250 Back Matter ....Pages 1251-1254