Proceedings of the Future Technologies Conference (FTC) 2020, Volume 1 [1st ed.] 9783030631277, 9783030631284

Table of contents :
Front Matter ....Pages i-xiii
Predicting Intrusiveness of Android Apps by Applying LSTM Networks on Their Descriptions (Fernando Montenegro, Halil Bisgin, Fadi Mohsen, Nikita Mary Sobers)....Pages 1-15
Multimodel Sentiment Analysis with Self-attention (Runqing Cao, Chunyang Ye, Hui Zhou)....Pages 16-26
AI as Co-workers: An Explorative Research on Technology Acceptance Based on the Revised Bloom Taxonomy (Christian Greiner, Florian Jovy-Klein, Tom Peisl)....Pages 27-35
A Novel Chattering Reduction in the Sliding Mode Control of Robot Control (Nguyen Hoang Mai)....Pages 36-47
Enabling Drones Collaboration in ITS Applications Using a BDI Architecture Based on a 5-Dimensional (Hana Gharrad, Nafaa Jabeur, Ansar Ul-Haque Yasar, Khalid Ali Sulaiyam Al Abri, Youssef El-Hansali, Bruno Kochan)....Pages 48-63
An Agent-Based Study of the Impact of Sensitization on the Spread of Covid 19 in Burkina Faso (Eric Youl, Sadouanouan Malo, Stanislas Ouaro)....Pages 64-77
Comparison of Machine Learning Algorithms to Recognize Human Activities from Images and Videos Using Pose Estimation and Feature Extraction (Md Hasibul Huq, Mohammed Alnakli, Zakiya Jafrin, Tanjima Nasreen Jenia)....Pages 78-87
Merging in Weighted Voting Games with Multiple Strategic Agents (Ramoni O. Lasisi)....Pages 88-98
Using Self Organizing Map to Characterize Flocculation of Papermaking Wastewater (Ming Li, Kaitang Hu, Jin Wang)....Pages 99-105
Constraint Programming as an Approach for Structural Flowsheet Synthesis (Alexander Zuenko, Andrey Oleynik, Yurii Oleynik, Valeriy Birukov, Roman Nikitin)....Pages 106-125
Intelligent and Adaptive Systems of Systems for Engineering Desired Self-organization and Emergent Behavior (Bonnie Johnson)....Pages 126-146
A Machine Learning Based Framework for Intelligent High Density Garbage Area Classification (Tejasvi Ghanshala, Vikas Tripathi, Bhaskar Pant)....Pages 147-152
Evaluation of the Uniformity of Paper Sheets Using K-Means (Ming Li, Kaitang Hu)....Pages 153-158
Paradigm Shift in Remote Eye Gaze Tracking Research: Highlights on Past and Recent Progress (Ibrahim Shehi Shehu, Yafei Wang, Athuman Mohamed Athuman, Xianping Fu)....Pages 159-189
Autonomous Mobile Robot with AI Based on Jetson Nano (Gordeev Alexey, Vladimir Klyachin, Kurbanov Eldar, Aleksandr Driaba)....Pages 190-204
On the Impact of Early Stopping in Multiple Kernel Learning (Ivano Lauriola)....Pages 205-215
Performance Analysis of Computer Vision with Machine Learning Algorithms on Raspberry Pi 3 (Kevin Worsley, Anas Salah Eddin, Jinjun Xiong, Wen-mei Hwu, Mohamed El-Hadedy)....Pages 216-232
Human Head Angle Detection Based on Image Analysis (Alexey Kashevnik, Ammar Ali, Igor Lashkov, Dmitry Zubok)....Pages 233-242
Dialogical Guidelines Aided by Knowledge Acquisition: Enhancing the Design of Explainable Interfaces and Algorithmic Accuracy (Anne Gerdes)....Pages 243-257
Machine Learning and Control Engineering: The Model-Free Case (Michel Fliess, Cédric Join)....Pages 258-278
An Analysis of k-Mer Frequency Features with Machine Learning Models for Viral Subtyping of Polyomavirus and HIV-1 Genomes (V. E. Machaca Arceda)....Pages 279-290
The Impact of Artificial Intelligence on Work, Education, Mobility and Economy (Ashot Davoyan)....Pages 291-296
Syntropic Counterpoints: Singularity Dadaism as Novel AI Creative Practice Paradigm (Predrag K. Nikolic)....Pages 297-307
A Hybrid Algorithm to Solve Multi-model Optimization Problems Based on the Particle Swarm Optimization with a Modified Firefly Algorithm (M. K. A. Ariyaratne, T. G. I. Fernando, S. Weerakoon)....Pages 308-325
Incorporating Unsupervised Deep Learning into Meta Learning for Energy Time Series Forecasting (Shadi Shahoud, Hatem Khalloof, Clemens Duepmeier, Veit Hagenmeyer)....Pages 326-345
Gender Detection on Social Networks Using Ensemble Deep Learning (Kamran Kowsari, Mojtaba Heidarysafa, Tolu Odukoya, Philip Potter, Laura E. Barnes, Donald E. Brown)....Pages 346-358
Email User Classification and Topic Modeling (Krupal Shah, Nirav Shah, Shaival Shah, Dip Patel)....Pages 359-377
Sales Forecast by Using Deep Rectifier Network (Oscar Chang, Galo Mosquera, Zenaida Castillo, Luis Zhinin-Vera)....Pages 378-389
Developing an Automatic Cooperating Neural Networks and Image Standardization Approach for Segmentation of X-Ray Computed Tomography Images (Odai S. Salman, Ran Klein)....Pages 390-401
Identification of Drone Payload Using Mel-Frequency Cepstral Coefficients and LSTM Neural Networks (Ahmad Traboulsi, Michel Barbeau)....Pages 402-412
Komposer V2: A Hybrid Approach to Intelligent Musical Composition Based on Generative Adversarial Networks with a Variational Autoencoder (Madhushi D. Welikala, T. G. I. Fernando)....Pages 413-425
Deep Learning Methods for Anatomical Landmark Detection in Video Capsule Endoscopy Images (Sodiq Adewole, Michelle Yeghyayan, Dylan Hyatt, Lubaina Ehsan, James Jablonski, Andrew Copland et al.)....Pages 426-434
Predictive Clustering Learning Algorithms for Stroke Patients Discharge Planning (Luigi Lella)....Pages 435-442
A Preliminary Exploration into an Alternative CellLineNet: An Evolutionary Approach (Akwarandu Ugo Nwachuku, Xavier Lewis-Palmer, Darlington Ahiale Akogo)....Pages 443-456
Borno: Bangla Handwritten Character Recognition Using a Multiclass Convolutional Neural Network (AKM Shahariar Azad Rabby, Md. Majedul Islam, Nazmul Hasan, Jebun Nahar, Fuad Rahman)....Pages 457-472
Stable Machine Learning Knowledge Map Domain Analysis (Mohamed Fayad, Gaurav Kuppa)....Pages 473-483
Water Leakage Detection Using Neural Networks (Krupal Shah, Shreya Sabu, Vedashree Chaphekar)....Pages 484-498
Time Series Prediction by Using Convolutional Neural Networks (Ronny Velastegui, Luis Zhinin-Vera, Gissela E. Pilliza, Oscar Chang)....Pages 499-511
Self-taught Neural Agents in Clever Game Playing (Oscar Chang, Luis Zhinin-Vera, Francisco Quinga-Socasi)....Pages 512-524
The AI-teration Method and the Role of AI in Architectural Design (Ekaterina Danchenko)....Pages 525-538
A Deep Learning Approach for Symmetric-Key Cryptography System (Francisco Quinga-Socasi, Luis Zhinin-Vera, Oscar Chang)....Pages 539-552
A Functionally Separate Autoencoder (Jinxin Wei, Qunying Ren)....Pages 553-560
Transfer Learning on Fine-Grained Categorization (Justin Firsching, Sherif Hashem)....Pages 561-567
Numerical Method for the One Phase 1D Fractional Stefan Problem Supported by an Artificial Neural Network (Marek Błasik)....Pages 568-587
Integrating Deepfake Detection into Cybersecurity Curriculum (Hongmei Chi, Udochi Maduakor, Richard Alo, Eleason Williams)....Pages 588-598
Multi-attribute Recognition, the Key to Universal Neural Network (Jinxin Wei, Qunying Ren)....Pages 599-605
A Wise Up Visual Robot Driven by a Self-taught Neural Agent (Oscar Chang, Luis Zhinin-Vera)....Pages 606-617
From Textline to Paragraph: A Promising Practice for Chinese Text Recognition (Yichao Wu, Xiaolin Hu)....Pages 618-633
A Systematic Literature Review of Natural Language Processing: Current State, Challenges and Risks (Eghbal Ghazizadeh, Pengxiang Zhu)....Pages 634-647
Bangla Part of Speech Tagging Using Contextual Embeddings and Oversampling Techniques (Koushik Roy, Md Hasan, K. M. Faizullah Fuhad, Nabeel Mohammed, AKM Shahariar Azad Rabby, Nazmul Hasan et al.)....Pages 648-663
Using Natural Language Processing to Translate Plain Text into Pythonic Syntax in Kannada (Vinay Rao, Sanjana G. B., Sundar Guntnur, Navya Priya N., Sanjana Reddy, Pavan K. R.)....Pages 664-680
Binary Text Representation for Feature Selection (Nguyen Lang, Ibrahim Zincir, Nur Zincir-Heywood)....Pages 681-692
Okkhor: A Synthetic Corpus of Bangla Printed Characters (Mridul Banik, Md Jamiur Rahman Rifat, Jebun Nahar, Nazmul Hasan, Fuad Rahman)....Pages 693-711
An Empirical Study of Semantic Mining of Scholarly Papers Using Wordnet API (Ahmad Rawashdeh, Mohammad Rawashdeh, Anvesh Allu)....Pages 712-737
Genre Annotation of Web Corpora: Scheme and Issues (Vít Suchomel)....Pages 738-754
CAPEs Advisory: A Conversational Agent Based on NLP Techniques for Professional Examinations Advisory (Mona Alotaibi, Maha Alotaibi, Leena Alamri, Danah Alkadi, Samar Alsahali, Sumayh Aljameel et al.)....Pages 755-768
Using Sequence to Sequence Model to Transform Recognized ASL Words to Understandable Sentences (Yazid Benazzouz, Rachid Boudour)....Pages 769-776
Learning Reddit User Reputation Using Graphical Attention Networks (Alexandre Parmentier, Jason P’ng, Xiang Tan, Robin Cohen)....Pages 777-789
Use of Interpretable Evolved Search Query Classifiers for Sinhala Documents (Prasanna Haddela, Laurence Hirsch, Teresa Brunsdon, Jotham Gaudoin)....Pages 790-804
Swimming Figures with Robots (Choreography) (Janika Leoste, Luis Pastor, Jose San Martin Lopez, Carlos Garre, Clara Baltasar)....Pages 805-811
Review of Interactive Practices in Online Immigration Museums (Ruobin He, Elicia Lanham, Guy Wood-Bradley)....Pages 812-826
Correlation of Attention and Relaxation Levels to Interactive Self-learning Classroom Indexed by eSense Meters (Wanus Srimaharaj, Tinnaphol Chaipakornwong, Vichit Punyahotra, Supansa Chaising, Punarumol Temdee, Roungsan Chaisricharoen et al.)....Pages 827-837
Content-Based Learning Object Recommendation System Using a User Profile Ontology for High School Students (Bruna Morillo-Palacios, Juan Gutiérrez-Cárdenas)....Pages 838-858
Freedom of Choice: Collaborative e-Learning Environment for IT Professionals (Marcel Simonette, Mario Magalhães, Edison Spina)....Pages 859-863
Creating Technology-Based Mathematics Learning Environments: Extension of Teacher Knowledge and Student Achievement (Brittany Lankford)....Pages 864-874
Web-Based Electricity Cost Modeling for Bangladesh Power Sector to Improve Capacity and Transparency (M. Shamsul Alam, Marzia Zaman, M. A. Razzaque Rupom, Alam Hossain Mondal)....Pages 875-890
A Predictive System for Supporting At-Risk Students’ Identification (David Baneres, Abdulkadir Karadeniz, Ana-Elena Guerrero-Roldán, M. Elena Rodríguez)....Pages 891-904
Influence of Term Familiarity in Readability of Spanish e-Government Web Information (Jorge Morato, Adrian Campillo, Sonia Sanchez-Cuadrado, Ana Iglesias)....Pages 905-915
Exploring the Impact of Using Code Genie to Enhance the Programming Knowledge of Students and Across Genders: Experimental Study (Hadeel Mohammed Jawad, Samir Tout)....Pages 916-943
Informally Teaching STEM Concepts Using the Forgotten Technology Embodied in Recyclables (Darron Lamkin, Tutaleni I. Asino)....Pages 944-949
Culturally Themed Educational Tools for Enhancing Learning in Southeast Asian Secondary Schools (V. Sithira Vadivel, Insu Song, Abhishek Singh Bhati)....Pages 950-968
Back Matter ....Pages 969-971