Advances in Information and Communication: Proceedings of the 2021 Future of Information and Communication Conference (Ficc), Volume 2

ISBN-13: 9783030731021 / Angielski / Miękka / 2021 / 1059 str.

Kohei Arai

Spis treści

Paper 77: The Data-Centric Lab: A Pharmaceutical Perspective

Dennis Della Corte, Karen A. Della Corte

Paper 78: Model for Estimating the Optimal Parameter Values of the Scoring Matrix in the Entity Resolution of Unstandardized References

Awaad K. Al Sarkhi, John R. Talburt

Paper 79: Anonymity in COVID-19 Online Donations: A Cross-Cultural Analysis on Fundraising Platforms

Firman M. Firmansyah, Ahmad R. Pratama

Paper 80: Informatics based Study on Acoustic Doppler Current Profiler Dataset

A.M. Werr, O. Abuomar, D. Fribance

Paper 81: GenExSt: A Tool to Identify Correlation of Gene Expression after Normalization with Housekeeping Genes

Oliver Bonham-Carter, Yee Mon Thu

Paper 82: Decisions, Data, Panic and Probability in the Pandemic: Finding Humanity’s Best Path Forward

John N. Celona

Paper 83: Mining Time-Stamped Electronic Health Records with Referenced Sequences

Anne Woods, Craig Meyer, Brian Sauer, Beth Cohen

Paper 84: A Fast and Exact Motif Enumeration Algorithm for Dynamic Networks

Abbas Al-Thaedan, Marco Carvalho, Fitzroy Nembhard

Paper 85: Metrics to Measure Code Complexity based on Software Design: Practical Evaluation

Omar Masmali, Omar Badreddin, Rahad khandoker

Paper 86: Visual Analysis of Sales Temporal Evolution using KMeans, MultiStream and GeoChart

Corrales-Delgado Carlo, Ramirez-Valdez Oscar, y Velasquez-Lobaton Enzo

Paper 87: Air Quality Prediction based on Long Short-Term Memory (LSTM) and Clustering K-Means in Andahuaylas, Peru

Herwin Alayn Huillcen Baca, Flor de Luz Palomino Valdivia, Manuel J. Ibarra, Mario Aquino Cruz, Melvin Edward Huillcen Baca

Paper 88: Behavior Analysis of Atmospheric Components and Meteorological Variables Applying Data Mining Association Techniques

Marcos Orellana, Jimmy Salto, Priscila Cedillo

Paper 89: Discovering Patterns of Time Association among Air Pollution and Meteorological Variables

Marcos Orellana, Juan-Fernando Lima, Priscila Cedillo

Paper 90: Improving Classification Models using the Frequency of Terms and a Percentage Relation Approach Between Classes for Emergency Calls

Marcos Orellana, Andrea Trujillo, María Inés Acosta

Paper 91: An Attribute Matcher for Test-to-Code Traceability

Atakan Erdem

Paper 92: Automatic Multiple-Choice and Fill-in-the-Blank Question Generation from Arbitrary Text

Roberto Ruiz De La Cruz, Amal Khalil, Shadi Khalifa

Paper 93: Transdisciplinary Principles of Narrative Discourse as a Basis for the Use of Big Data Communicative Properties

Oleksandr Stryzhak, Stanislav Dovgyi, Maryna Popova, Roman Chepkov

Paper 94: ERP Implementation in the Oil Sector of Middle-East: A Case Study in Sultanate of Oman and Saudi Arabia

Mahmoud Abdulaziz Elsayed Yousef

Paper 95: IHEE: An Improved Hybrid Energy Efficient Algorithm for WSN

Amine Faid, Mohamed Sadik, Essaid Sabir

Paper 96: Cloudsim for a Hierarchical Load Balancing Strategy

AMAL ZAOUCH, FAOUZIA BENABBOU, NAOUFAL ER-RAJI

Paper 97: Daily Variation Rates Analysis of the Number of New COVID 19 Cases in the Italian Regions through Machine Learning Algorithms

Luigi Lella, Ignazio Licata, Christian Pristipino

Paper 98: Artificial Neural Network for Educational Standard of University Student for Real-Time

Chaman Verma, Zoltan Illes, Veronika Stoffova, Viktoria Bakonyi

Paper 99: Topology and Structure of Directed Acyclic Graphs

Enis Olgac

Paper 100: A Review on Physical and Data-Driven based Nowcasting Methods using Sky Images

Ekanki Sharma, Wilfried Elmenreich

Paper 101: Research of Brand Equity: Focused on User Experience of VR Advertising

Sang Hee Kweon, Hyeon Ju Cha

Paper 102: Visual Quality Comparison of Ocean Wave Effects Produced by Houdini in the Engine

Jia ni. Zhou, Kwang ho. Beak, Byung chun Lee, Tae soo. Yun

Paper 103: Distal and Proximal Components of Sensory Experience in Neural Network Modeling of the Success of Intellectual Activity

Sipovskaya Yana Ivanovna

Paper 104: Aggregate Nearest Neighborhood Queries

Hayata Takagi, Hanxiong Chen, Kazutaka Furuse, Hiroyuki Kitagawa

Paper 105: Unifying Spatial Keyword Indexing in Continuous Search on Dynamic Objects

Yasuyuki Kato, Hanxiong Chen, Kazutaka Furuse, Hiroyuki Kitagawa

Paper 106: A Model-Agnostic Framework to Correct Label-Bias in Training Data using a Sample of Trusted Data

Anirban Chatterjee, Subhadip Paul, Vijay Agneeswaran

Paper 107: Behavior Pattern based Performance Evaluation in MOOCs

Shaojie Qu,Kan Li, Zheyi Fan, Sisi Wu, Xinyi Liu, Zhiguo Huang

Paper 108: Question and Answer Classification with Deep Contextualized Transformer

Haozheng Luo, Ningwei Liu, Charles Feng

Paper 109: Smart Entrepreneurial Systems: An Application of Deep Reinforcement Learning in Improving Entrepreneurship Mentorship

Kaveh Abhari, David Williams, Pooja Pawar, Kashish Panjwani

Paper 110: Pretraining Federated Text Models for Next Word Prediction

Joel Stremmel, Arjun Singh

Paper 111: A Multiscale Graph Convolutional Network using Hierarchical Clustering

Alex Lipov, Pietro Liò

Paper 112: A Comparative Study of Learning Algorithms on a Call Flow Entering of a Call Center

Imad AATTOURI, Mohamed RIDA, Hicham MOUNCIF

Paper 113: Fact Checking: Detection of Check Worthy Statements through Support Vector Machine and Feed Forward Neural Network

Sajjad Ahmed, Klestia Balla, Knut Hinkelmann, Flavio Corradini

Paper 114: ACKEM: Automatic Classification, using KNN based Ensemble Modeling

Ben Zagagy, Maya Herman, Ofer Levi

Paper 115: Circle Feature Extraction from Remote Sensing Satellite Images based on Polar Coordinate Representation of Wavelets

Kohei Arai

Paper 116: Controlling Potential Information to Unify Internal Structure for Improved Interpretation and Generalization in Multi-Layered Neural Networks

Ryotaro Kamimura

Paper 117: Impact of News on the Commodity Market: Dataset and Results

Ankur Sinha, Tanmay Khandait

Paper 118: Pothole Detection using Deep Convolutional Neural Network

Ved Prakash, Sirisha Velampalli

Paper 119: Dynamic Selection of Weights of Ensemble Models using Reinforcement Learning for Time-Series Forecasting

Satheesh K. Perepu, Bala Shyamala Balaji, Hemanth Kumar Tanneru, Sudhakar Kathari, Vivek Shankar Pinnamaraju

Paper 120: Video Face Recognition System: RetinaFace-Mnet-Faster and Secondary Search

Qian Li, Nan Guo, Xiaochun Ye, Dongrui Fan, Zhimin Tang

Paper 121: Preimage Attacks Against Lightweight Scheme Xoodyak based on Deep Learning

Guozhen Liu, Jingwen Lu, Huina Li, Peng Tang, Weidong Qiu

Paper 122: Tongue Color Classification based on Convolutional Neural Network

Niu Guangyu, Wang Caiqun, Yan Bo, Pan Yong

Paper 123: Latency Critical Data Processing in Cloud for Smart Grid Applications

Imtiaz Parvez, Anam Ahmed, Shamini Dharmasena, Shahid Tufail, Aditya Sundararajan

Paper 124: Prediction of Sudden Cardiac Death using Ensemble Classifiers

Ayman El-Geneidy, Sumitra Mukherjee, Aiman Darwiche

Paper 125: FireBERT: Hardening BERT Classifiers Against Adversarial Attack

Gunnar Mein, Kevin Hartman, Andrew Morris

Paper 126: Probabilistic Feature Selection for Interpretable Random Forest Model

Sandeep Tandra, Alireza Manashty

Paper 127: Performance Evaluation of Weighted Entropy based Fusion Technique for Face Recognition with Different Pre-processing Techniques

Jayanthi Raghavan, Majid Ahmadi

Paper 128: Credit Card Fraud Detection by Combining Synthetic Minority Oversampling and Edited Nearest Neighbours

Duke T.J. Ludera

Paper 129: A Systematic Literature Review About Idea Mining: The Use of Machine-Driven Analytics to Generate Ideas

Workneh Y. Ayele, Gustaf Juell-Skielse

Paper 130: A Combined Approach for Text Detection in Images using MLP Neural Networks and Image Processing

Majid Latifi, Hamid Latifi

Paper 131: Machine Learning and Natural Language Processing in Domain Classification of Scientific Knowledge Objects: A Review

Samuel Machado, Jorge Oliveira e Sá

Paper 132: Training with Reduced Precision of a Support Vector Machine Model for Text Classification

Dominik Zurek, Marcin Pietron, Kazimierz Wiatr

Paper 133: NLP Semi-supervised PU Learning with Reduced Number of Labeled Examples

Michal Karwatowski, Maciej Wielgosz, Marcin Pietron, Kamil Pietak, Dominik Zurek

Paper 134: An Unsupervised Machine Learning Approach for Medical Image Analysis

Mauro Mazzei

Paper 135: Leaf based Plant Identification System for Sri Lankan Medicinal Plant

P.S.T. Perera, T. Arudchelvam

Paper 136: A Modern Approach to MOOC Recommender Systems using ICT Job Classification

Sergey Avdoshin, Elena Pesotskaya, Divani Kuruppuge

Paper 137: Pervasive Computing for Context based Recommendations in Mobility Domain

Narasimha Prasad B N, Achyuth Balaji

Paper 138: Research on Single-Channel Blind Deconvolution Algorithm of Single Mixed Image

Ting Liu, Tiantian Yin, Yina Guo

Paper 139: Co-designing Technologies for Well Being: A Robot Companion for Older Adults

Claudia B. Rebola, Sebastian Ramirez-Loaiza

Paper 140: Improving Cognitive Functions in Older People: Stroop Task Solution

Daniela Prado, Priscila Cedillo, Fabricio Cordova

Paper 141: Electromyography Signal-based Gesture Recognition for Human-Machine Interaction in Real-Time through Model Calibration

Christos Dolopikos, Michael Pritchard, Jordan J. Bird, Diego R. Faria

Paper 142: How can Humans Drive the Development of Ethical Artificial Intelligence?

Zhexu XI

Paper 143: Interactive Learning Tool for Image Compression using Singular Value Decomposition

Nadia Bahatheg, Ahad Alloqmani, Omimah Alsaedi, Reem Alnanih, Lamia Elrefaei

Paper 144: To Chat or Not To Chat? Assessing how Smartness, Personalisation and Efficiency Differ in Conversational and Graphical User Interfaces

Stefan Manojlović, Sachin Kumarswamy

Paper 145: Investigation of Acceptance of a System for Individualization of Technology for Human-Technology Interaction

Tim Uhlott, Stuart Chapman, Jana Jost, Thomas Kirks

Paper 146: Managing Manufacturing Assets with End-Users in Mind

Eric Brandt, Felix Brandt, Dirk Reichelt

Paper 147: Communication in Human - Machine - Product Triangle - Universal Properties of the Automation Chain: Witness Simulation Example

Bernhard Heiden, Volodymyr Alieksieiev, Bianca Tonino-Heiden

Paper 148: How to Make Artificial Intelligence Self Manifest the Sense of Humour

Yazid Benazzouz, Rachid Boudour

Paper 149: A Real-Time EEG Music Assisted Safe-Driving System

Chih-Fang Huang, Lin Shen

Paper 150: Root Causes of Interaction Issues in Agile Software Development Teams: Status and Perspectives

Paolo Ciancarini, Mirko Farina, Sergey Masyagin, Giancarlo Succi, Sofiia Yermolaieva, Nadezhda Zagvozkina

Paper 151: User Behavior Assessment Towards Biometric Facial Recognition System: A SEM-Neural Network Approach

Sheikh Muhamad Hizam, Waqas Ahmed, Muhammad Fahad, Habiba Akter, Ilham Sentosa, Jawad Ali

Paper 152: Audio Flaneur Experience for Bar-Hopping

Chihiro Sato, Nagomu Morita, Yutaro Arai, Sho Sukegawa

Blurb

This book aims to provide an international forum for scholarly researchers, practitioners and academic communities to explore the role of information and communication technologies and its applications in technical and scholarly development. The conference attracted a total of 464 submissions, of which 152 submissions (including 4 poster papers) have been selected after a double-blind review process. Academic pioneering researchers, scientists, industrial engineers and students will find this series useful to gain insight into the current research and next-generation information science and communication technologies.

This book discusses the aspects of communication, data science, ambient intelligence, networking, computing, security and Internet of things, from classical to intelligent scope.

The authors hope that readers find the volume interesting and valuable; it gathers chapters addressing tate-of-the-art intelligent methods and techniques for solving real-world problems along with a vision of the future research.