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New Trends in Intelligent Software Methodologies, Tools and Techniques: Proceedings of the 21st International Conference on New Trends in Intelligent Software Methodologies, Tools and Techniques (SoMeT_22) [Pehme köide]

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The integration of applied intelligence with software has been an essential enabler for science and the new economy, creating new possibilities for a more reliable, flexible and robust society. But current software methodologies, tools, and techniques often fall short of expectations, and are not yet sufficiently robust or reliable for a constantly changing and evolving market. This book presents the proceedings of SoMeT_22, the 21st International Conference on New Trends in Intelligent Software Methodology Tools, and Techniques, held from 20 - 22 September 2022 in Kitakyushu, Japan. The SoMeT conference provides a platform for the exchange of ideas and experience in the field of software technology, with the emphasis on human-centric software methodologies, end-user development techniques, and emotional reasoning for optimal performance. The 58 papers presented here were each carefully reviewed by 3 or 4 referees for technical soundness, relevance, originality, significance and clarity, they were then revised before being selected by the international reviewing committee. The papers are arranged in 9 chapters: software systems with intelligent design; software systems security and techniques; formal techniques for system software and quality assessment; applied intelligence in software; intelligent decision support systems; cyber-physical systems; knowledge science and intelligent computing; ontology in data and software; and machine learning in systems software. The book assembles the work of scholars from the international research community to capture the essence of the new state-of-the-art in software science and its supporting technology, and will be of interest to all those working in the field.
Preface v
About the Conference ix
Chapter 1 Software System with Intelligent Design Self-Driving Software Benchmark for Model-Based Development
3(140)
Takumi Onozawa
Takuya Azumi
Interactive Bus Route Search System on Query-by-Object with Open Data
18(12)
Wanming Chit
Shun Yanaka
Yuta Watanabe
Yoshino Tomoaki
Communication Overhead Schema Independent of Libraries for Software/Hardware Interface
30(13)
Yutaro Kobayashi
Hiroshi Fujimoto
Takuya Azumi
An Integer Wavelet Transform Based Lossless Image Compression Technique Using Arithmetic Coding
43(5)
Md. Atiqur Rahman
Mohamed Hamada
Mohammad Ameer Ali
Md. Faizul Ibne Amin
A Web Group Decision Support System Based on Granular Computing
48(12)
Francisco Javier Cabrerizo
Juan Carlos Gonzdlez-Quesada
Ignacio Javier Perez
Manuel Jesus Cobo
Enrique Herrera-Viedma
Evaluating Style-Similarity in Extractive Summarization Techniques
60(12)
Svea Klaus
Juan Bernabe-Moreno
Enrique Herrera-Viedma
Visual Query Interface Based on Procedural Visual Language
72(13)
Tomonori Suzuki
Yutaka Watanobe
Divij G. Singh
Effectiveness of Robot Motion Block on A-Star Algorithm for Robotic Path Planning
85(12)
Raihan Kabir
Yutaka Watanobe
Keitaro Naruse
Rashedul Islam
Eficiency of REST and gRPC Realizing Communication Tasks in Microservice-Based Ecosystems
97(12)
Marek Bolanowski
Kamil Zak
Andrzej Paszkiewicz
Maria Ganzha
Marcin Paprzycki
Piotr Sowinski
Ignacio Lacalle
Carlos E. Palau
ASSIST-IoT: A Reference Architecture for Next Generation Internet of Things
109(20)
Alejandro Fornes-Leal
Ignacio Lacalle
Carlos E. Palau
Pawel Szmeja
Maria Ganzha
Marcin Paprzycki
Eduardo Garro
Francisco Blanquer
New Methods for Contextual Communication in Modeling Software Platform (MSP)
129(14)
Laszlo Horvath
Levente Kovacs
Chapter 2 Software Systems Security and Techniques SpamDL: A High Performance Deep Learning Spam Detector Using Stanford Global Vectors and Bidirectional Long Short-Term Memory Neural Networks
143(78)
Jaouhar Fattahi
Mohamed Mejri
Marwa Ziadia
Ridha Ghayoula
Supporting Digital Rights and Copyright in Online eBook Stores Using Blockchain
163(8)
Rashmi P. Sarode
Subhash Bhalla
Malicious URL Detection with Distributed Representation and Deep Learning
171(10)
Nguyet Quang Do
Ali Selamat
Kok Cheng Lim
Ondrej Krejcar
Anti-Obfuscation Techniques: Recent Analysis of Malware Detection
181(12)
Nor Zakiah Gorment
Ali Selamat
Ondrej Krejcar
Watchtower Selection in Off-Blockchain PCN Using Peterson Leader-Election Algorithm
193(10)
Md Faizul Ibne Amin
Yutaka Watanobe
Md. Mostafizer Rahman
Raihan Kabir
Vlaximizing Information Flow Path Coverage in Cyber-Physical Systems Using VIetaheuristic Optimization
203(18)
Stefan Gries
Volker Gruhn
Chapter 3 Formal Techniques for System Software and Quality Assessment
221(40)
Marcus Hilbrich
Vasilis Bountris
Prioritizing Defects for Debugging with Requirement-to-Test-Case Mappings
233(15)
Stanislaw Jarzabek
Cezary Boldak
Development of PHITS Plugin for Calculating the Integral Radiation Dose on lobots
248(13)
Kenta Suzuki
Kuniaki Kawabata
Chapter 4 Applied Intelligence in Software exudates Detection Based on SSD Mobile Net for Referable Diabetic Retinopathy
261(102)
Zaira Garcia-Nonoal
Mariko Nakano-Miyatake
Hector Perez-Meana
Ana Gonzalez-H. Leon
Implementation of a CNN-Based Driver Drowsiness and Distraction Detector in vlobile Devices
272(14)
Jonathan Flores-Monroy
Mariko Nakano-Miyatake
Hector Perez-Meana
Enrique Escamilla-Hernandez
Gabriel Sanchez-Perez
A Holistic Automated Software Structure Exploration Framework for Testing
286(12)
Yushi Cao
Yon Shin Teo
Yan Zheng
Yuxuan Toh andShang-Wei Lin
Twitter Face Image Mining for Recognition of Different Face Mask Types
298(12)
Ulises Arroyo-Rojas
Miguel Jimenez-Martinez
Gibran Benitez-Garcia
Jesus Olivares-Mercado
Hiroki Takahashi
Image Entropy Equalization for Autoencoder-Based One-Class Classification
310(12)
Toshitaka Hayashi
Dalibor Cimr
Richard Cimler
Air Finger Pressing Activity-Based Character Input System on a Virtual Keyboard
322(12)
Taiki Watanabe
Md. Al Mehedi Hasan
Jungpil Shin
Multi-Task Learning-Based Attentional Feature Fusion Network for Scene Text Image Super-Resolution
334(12)
Kosuke Honda
Hamido Fujita
Masaki Kurematsu
Prompt Sensitivity of Language Model for Solving Programming Problems
346(17)
Atsushi Shirafuji
Takumilto
Makoto Morishita
Yuki Nakamura
Yusuke Oda
Jun Suzuki
Yutaka Watanobe
Chapter 5 Intelligent Decision Support Systems Evidence-Based Methods for the Development of Computationally Supported Epidemic-Combating Policies
363(52)
Mats Danielson
Love Ekenberg
Nadejda Komendantova
Adriana Mihai
Challenges in Fuzzy Decision Making for Future Research
374(11)
Jose Ramon Trillo
Enrique Herrera-Viedma
Maria Jose Higueras-Ruiz
Sergio Alonso
Juan Antonio Morente-Molinera
Francisco Javier Cabrerizo
Deep Reinforcement Learning Approach for Maintenance Planning in a Flow-Shop Scheduling Problem
385(15)
Maria Grazia Marchesano
Luigi Staiano
Guido Guizzi
Davide Castellano
Valentino Popolo
A Deep Learning Approach for the Performance Estimation of a Stochastic CONWIP Flow-Shop System
400(15)
Silvestro Vespoli
Emma Salatiello
Andrea Grassi
Guido Guizzi
Liberatina Carmela Santillo
Chapter 6 Cyber-Physical System Fracture Animation Procedure Using Crack Patterns Generated by L-System
415(60)
Yohei Nishidate
Megumi Takato
Verification for 3D Reconstruction of Stairs Using Artificial Image Data
427(12)
Keita Nakamura
Keita Baba
Takuma Yoshikawa
Toshihide Hanari
Kuniaki Kawabata
Taku Matsumoto
Evaluation of 3D Point-Cloud Reconstruction Using Overlapped Frames in Fragment Construction
439(11)
Yuta Shintomi
Yohei Shimmyo
Yuichi Okuyama
Satoshi Nishimura
Business Process Modeling in a Virtual 3D World
450(10)
Aljoscha Jagenow
Andreas Speck
Melanie Windrich
Emre Oksiiz andElke Pulvermiiller
Implementation of UI Methods and UX in VR in Case of 3D Printer Tutorial
460(15)
Andrzej Paszkiewicz
Mateusz Salach
Maria Ganzha
Marcin Paprzycki
Marek Bolanowski
Grzegorz Budzik
Hubert Wojcik
Fotios Konstantinidis
Carlos E. Palau
Chapter 7 Knowledge Science and Intelligent Computing A Conceptual Framework of Dynamic Risk Management for Autonomous Vehicles
475(134)
Anil Ranjitbhai Patel
Nikita Bhardwaj Haupt
Peter Liggesmeyer
Knowledge Transfer Patterns to Make Disciplinary Knowledge Explicit -Exemplified by HPC
487(12)
Marcus Hilbrich
An Attendance Checking System on Mobile Devices Using Transfer Learning
499(8)
Huynh Thanh-Du
Maciej Huk
Nguyen Hung Dung
Nguyen Thai-Nghe
Drone Detection Using Deep Neural Networks
507(12)
Hoang N Pham
Huy A. Dinh
Phat V. Thai
Trung T. Nguyen
Binh T. Nguyen
A Lightweight CNN-Based Pothole Detection Model for Embedded Systems Using Knowledge Distillation
519(12)
Aminu Musa
Mohammed Hassan
Mohamed Hamada
Habeebah Adamu Kakudi
Md. Faizul Ibne Amin
Yutaka Watanobe
Multi-Classification of Imbalance Worm Ransomware in the IoMT System
531(11)
Shilan S. Hameed
Ali Selamat
Liza Abdul Latiff
Shukor A. Razak
Ondrej Krejcar
Learning Exercises Recommendation for Online Judge System Based on Deep Knowledge Tracing
542(9)
Kaiyu Dai
Xiaorui Zuo
Fan Liu
Rui Zhang
Intrusion Detection with Big Data Analysis in SDN-Enabled Networks
551(12)
Thi Thu Hien Do
Ba True Le
The Duy Phan
Thi Huong Lan Do
Do Hoang Hien
Van-Hau Pham
Database Migration Tools: From RDB to NoSQL Database
563(8)
Neha Bansal
Shelly Sachdeva
Lalit K. Awasthi
Knowledge Representation of Expert System in Real-Estate Investment Combining Collected Data
571(13)
Huy T. Nguyen
Hien D. Nguyen
Nhon V. Do
Uyen H. Pham
Lan-Di Tran
Vuong T. Pham
An Efficient Insect Pest Classification Using Multiple Convolutional Neural Network Based Models
584(12)
Hieu Trung Ung
Huy Quang Ung
Trung T. Nguyen
Binh T. Nguyen
Segmentation on Chest CT Imaging in COVID-19 Based on the Improvement Attention U-Net Model
596(13)
Nguyen N.D. Tran
Hien D. Nguyen
Nhan T. Huynh
Nha P. Tran
Link V. Nguyen
Chapter 8 Ontology in Data and Software Towards Normalized Systems from RDF with SPARQL
609(40)
Marek Suchdnek
Herwig Mannaert
Robert Pergl
Bringing Linguistics to a Programming Class: A Problem of Automatic Text Generation for Describing Data Series
621(10)
Evgeny Pyshkin
John Blake
Ontology Reuse: The Real Test of Ontological Design
631(18)
Piotr Sowinski
Katarzyna Wasielewska-Michniewska
Maria Ganzha
Marcin Paprzycki
Costin Bddica
Chapter 9 Machine Learning in Systems Software LibForce: C++ Library for Reinforcement Learning
649(66)
Yukito Shiraga
Yukikazu Nakamoto
TRCA: Text Restoration for Chinese ASR with BERT
661(8)
Xing Wu
Yuan Zhang
Jianjia Wang
Yike Guo
Infected Mosquito Detection System Using Spectral Analysis
669(9)
Marco Haro
Mariko Nakano-Miyatake
Jorge Cime-Castillo
Humberto Lanz-Mendoza
Mario Gonzalez-Lee
Hector Perez-Meana
Gossip Swap SGD: Lightweight Decentralized Machine Learning for Non-Homogeneous Data Distribution
678(12)
Naoya Yokota
Yuko Hara-Azumi
A Study on an Imbalanced Data Processing Method with Maharanobis-Taguchi System
690(12)
Masaki Kurematsu
A Survey on Distributed Frameworks for Machine Learning Based Big Data Analysis
702(13)
Omar Haddad
Fethi Fkih
Mohamed Nazih Omri
Subject Index 715(4)
Author Index 719