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Applied System Innovation, Volume 7, Issue 5

2024 October - 29 articles

Cover Story: In the evolving big data landscape, the Hadoop platform and its derivatives have become essential for managing vast datasets across diverse sectors. However, the rapid growth of big data has also heightened cybercrime risks, complicating digital forensics investigations. This research introduces a Digital Forensics Readiness (DFR) framework tailored for both cloud and on-premises environments, along with a novel Incident Response script (IR script) designed for Linux–Hadoop systems. The script automates the collection of supporting evidential data, thus facilitating investigations and streamlining workflows for both seasoned and novice forensic practitioners. This framework aims to enhance security and efficiency in digital investigations. View this paper
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Articles (29)

  • Article
  • Open Access
5 Citations
3,049 Views
17 Pages

Forecasting Electricity Consumption Using Function Fitting Artificial Neural Networks and Regression Methods

  • André Gifalli,
  • Haroldo Luiz Moretti do Amaral,
  • Alfredo Bonini Neto,
  • André Nunes de Souza,
  • André von Frühauf Hublard,
  • João Carlos Carneiro and
  • Floriano Torres Neto

With the growth of smart grids, consumers now have access to new technologies that enable improvements in the quality of service provided and allow new levels of energy efficiency. Much of this increase in energy efficiency is directly related to cha...

  • Article
  • Open Access
1 Citations
1,761 Views
13 Pages

Indoor localization technology is becoming increasingly widespread, but traditional methods for constructing Wi-Fi fingerprint databases face significant challenges, particularly in large, multi-room environments. These methods often suffer from low...

  • Article
  • Open Access
4 Citations
3,631 Views
24 Pages

Research and Analysis in the Cognitive Principles of Vocational Education and Training in Greece at the Beginning of the 21st Century

  • Dimitrios Kotsifakos,
  • Dimitrios Kiriakos,
  • Konstantinos Kalovrektis,
  • Yannis Psaromiligkos and
  • Christos Douligeris

Today, the Vocational Education and Training (VET) curriculum in Greece is state-regulated, combining school-based and work-based learning, and it is offered at upper-secondary and post-secondary levels. There is a need to prepare a new agenda for VE...

  • Article
  • Open Access
1 Citations
1,989 Views
14 Pages

Algorithmic Coverage Quantification and Visualization in Range-Free Sensor Networks

  • Maria S. Zakynthinaki,
  • Ioannis S. Barbounakis and
  • Emmanuel N. Antonidakis

This study introduces a novel method that addresses the challenge of visualizing and quantifying detection coverage areas in wireless sensor networks. The method involves projecting a network of range-free sensors and pre-existing transmitters, locat...

  • Article
  • Open Access
2 Citations
2,420 Views
15 Pages

NIR Spectroscopy for the Online Monitoring of Water and Olive Oil Content in Pomace during the Extraction Process

  • Alessandro Leone,
  • Antonio Berardi,
  • Giovanni Antonelli,
  • Cosimo Damiano Dellisanti and
  • Antonia Tamborrino

The main challenge of this scientific work was the implementation on an industrial olive oil extraction plant of an NIR device for the multispectral analysis of pomace to predict the percentage of humidity and oil contained in it. Subsequent to the i...

  • Article
  • Open Access
1 Citations
2,180 Views
21 Pages

Study of Systems of Active Vibration Protection of Navigation Instrument Equipment

  • Igor Korobiichuk,
  • Viktorij Mel’nick,
  • Vera Kosova,
  • Viktoriia Pavlenko and
  • Kirilo Bursacov

30 September 2024

Assessment of the influence of vibration isolator parameters on the distribution of the system’s natural frequencies is a significant task in the design of vibration isolation systems. The root method was used to determine the natural frequenci...

  • Article
  • Open Access
2 Citations
2,767 Views
21 Pages

Pedestrian Behavior in Static and Dynamic Virtual Road Crossing Experiments

  • Francisco Soares,
  • Frederico Pereira,
  • Susana Faria,
  • Emanuel Sousa,
  • Raul Almeida and
  • Elisabete F. Freitas

29 September 2024

Virtual studies involving pedestrians have gained relevance due to the advantage of not exposing them to actual risk, and simulation setups have benefitted from rapid technical advancements, becoming increasingly complex and immersive. However, it re...

  • Review
  • Open Access
37 Citations
38,185 Views
24 Pages

26 September 2024

This paper presents a comprehensive review of machine learning (ML) and deep learning (DL) models used for demand forecasting in supply chain management. By analyzing 119 papers from the Scopus database covering the period from 2015 to 2024, this stu...

  • Article
  • Open Access
5 Citations
3,805 Views
25 Pages

26 September 2024

This paper introduces the EGTL (extract, generate, transfer, load) model, a theoretical framework designed to enhance the traditional ETL processes by integrating a novel ‘generate’ step utilizing generative artificial intelligence (GenAI...

  • Review
  • Open Access
21 Citations
11,737 Views
49 Pages

Innovating Patent Retrieval: A Comprehensive Review of Techniques, Trends, and Challenges in Prior Art Searches

  • Amna Ali,
  • Ali Tufail,
  • Liyanage Chandratilak De Silva and
  • Pg Emeroylariffion Abas

26 September 2024

As the patent landscape continues to grow, so does the complexity of retrieving relevant “prior art”, “background art”, or “state of the art” from an expanding pool of publicly available patent data, a critical ste...

  • Article
  • Open Access
3,590 Views
16 Pages

25 September 2024

The surge in big data and analytics has catalysed the proliferation of cybercrime, largely driven by organisations’ intensified focus on gathering and processing personal data for profit while often overlooking security considerations. Hadoop a...

  • Article
  • Open Access
5 Citations
2,224 Views
17 Pages

Industrial Environmental Impact Assessment Method Based on Detection of Complex Anomalies in Time Series

  • Elena Safonova,
  • Alla Kravets,
  • Maxim Shcherbakov,
  • Alexey Kizim,
  • Mohammad Al-Gunaid and
  • Alexander Echin

24 September 2024

To minimize the environmental impact of energy enterprises, it is important to promptly identify cases of possible changes in the quality of wastewater generated at power plants, that is, cases of exceeding the maximum permissible concentrations of c...

  • Article
  • Open Access
22 Citations
2,449 Views
23 Pages

Neural Network System for Predicting Anomalous Data in Applied Sensor Systems

  • Serhii Vladov,
  • Victoria Vysotska,
  • Valerii Sokurenko,
  • Oleksandr Muzychuk,
  • Mariia Nazarkevych and
  • Vasyl Lytvyn

23 September 2024

This article advances the research on the intelligent monitoring and control of helicopter turboshaft engines in onboard conditions. The proposed neural network system for anomaly prediction functions as a module within the helicopter turboshaft engi...

  • Article
  • Open Access
2 Citations
2,435 Views
17 Pages

23 September 2024

In a labor-intensive cell production system, it is important to train operators effectively because their skills are essential for productivity. Our previous study proposed a method to classify these skills according to a “skill index” ba...

  • Article
  • Open Access
1 Citations
2,332 Views
21 Pages

Evaluation of the Performance of Neural and Non-Neural Methods to Classify the Severity of Work Accidents Occurring in the Footwear Industry Complex

  • Jonhatan Magno Norte da Silva,
  • Maria Luiza da Silva Braz,
  • Joel Gomes da Silva,
  • Lucas Gomes Miranda Bispo,
  • Wilza Karla dos Santos Leite and
  • Elamara Marama de Araujo Vieira

15 September 2024

In the footwear industry, occupational risks are significant, and work accidents are frequent. Professionals in the field prepare documents and reports about these accidents, but the need for more time and resources limits learning based on past inci...

  • Article
  • Open Access
3 Citations
3,041 Views
15 Pages

Curvature Sensing and Control of Soft Continuum Robots Using e-Textile Sensors

  • Eric Vincent Galeta,
  • Ayman A. Nada,
  • Ibrahim Hameed and
  • Haitham El-Hussieny

13 September 2024

Soft continuum robots, with their flexible and deformable structures, excel in tasks requiring delicate manipulation and navigation through complex environments. Accurate shape sensing is vital to enhance their performance, safety, and adaptability....

  • Article
  • Open Access
1 Citations
3,297 Views
20 Pages

Advanced Control Strategies for Securing UAV Systems: A Cyber-Physical Approach

  • Mohammad Sadeq Ale Isaac,
  • Pablo Flores Peña,
  • Daniela Gîfu and
  • Ahmed Refaat Ragab

This paper explores the application of sliding mode control (SMC) as a robust security enhancement strategy for unmanned aerial vehicle (UAV) systems. The study proposes integrating advanced SMC techniques with security protocols to develop a dual-pu...

  • Article
  • Open Access
1 Citations
1,386 Views
13 Pages

This article presents the results of research on the energy security index in Poland. Since the development of renewable energy sources forced by the transformation of the national energy system will require an increased supply of rare earth elements...

  • Article
  • Open Access
1 Citations
3,671 Views
19 Pages

The procurement of goods is considered a critical part in supply chain management, and it often has several unprecedented barriers leading to failure of the project. Uncertainties in availability, cost and demand-supply matching combined with stringe...

  • Review
  • Open Access
4 Citations
3,958 Views
17 Pages

Application of Three-Dimensional Vision Technology in Dance

  • Yixun Zhong,
  • Xiao Fu,
  • Zhihao Liang and
  • Honglong Ning

The development of science and technology constantly injects new vitality into dance performance and creation. Among them, three-dimensional (3D) vision technology provides novel ideas for the innovation and artistry of dance performances, expands th...

  • Article
  • Open Access
3 Citations
4,144 Views
12 Pages

Perceived Quality in the Automotive Industry: Do Car Exterior and Interior Color Combinations Have an Impact?

  • Giuseppina Tovillo,
  • Mariachiara Rapuano,
  • Alessandro Milite and
  • Gennaro Ruggiero

Since in the automotive field colors play an important role, the present study tried to answer the following questions: is the perceived quality (PQ) of the vehicle interior color different after visually exploring the car body color? If so, how? Her...

  • Article
  • Open Access
11 Citations
9,019 Views
11 Pages

AI Asthma Guard: Predictive Wearable Technology for Asthma Management in Vulnerable Populations

  • Hajar Almuhanna,
  • Manayer Alenezi,
  • Mariam Abualhasan,
  • Shouq Alajmi,
  • Raghad Alfadhli and
  • Abdullah S. Karar

This paper presents AI Asthma Guard, a novel wearable device designed to predict and alert users of impending asthma attacks using artificial intelligence. The system integrates physiological and environmental sensors to monitor health metrics such a...

  • Feature Paper
  • Article
  • Open Access
16 Citations
5,799 Views
14 Pages

RHYTHMI: A Deep Learning-Based Mobile ECG Device for Heart Disease Prediction

  • Alaa Eleyan,
  • Ebrahim AlBoghbaish,
  • Abdulwahab AlShatti,
  • Ahmad AlSultan and
  • Darbi AlDarbi

Heart disease, a global killer with many variations like arrhythmia and heart failure, remains a major health concern. Traditional risk factors include age, cholesterol, diabetes, and blood pressure. Fortunately, artificial intelligence (AI) offers a...

  • Article
  • Open Access
5 Citations
3,059 Views
25 Pages

E-Marketplace State of the Art and Trends: VR-ZOCO—An Architectural Proposal for the Future

  • José Jesús Castro-Schez,
  • Rubén Grande,
  • Vanesa Herrera,
  • Santiago Schez-Sobrino,
  • David Vallejo and
  • Javier Albusac

E-commerce has become uniquely relevant to small- and medium-sized enterprises (SMEs) as an essential catalyst for their growth and sustainability. SMEs see e-commerce portals as a strategic way to engage in digital business activities without having...

  • Article
  • Open Access
3 Citations
2,212 Views
19 Pages

Researchers tackled the challenge of finding the right parameters for a transformer-equivalent circuit. They achieved this by minimizing the difference between actual measurements (currents, powers, secondary voltage) during a transformer load test a...

  • Article
  • Open Access
2 Citations
2,336 Views
12 Pages

Educational institutions are increasingly using audio-based learning resources and technologies nowadays, especially for students who are auditory learners and visually impaired. The ability to design and create online educational talking books with...

  • Article
  • Open Access
2,801 Views
28 Pages

Development and Evaluation of Training Scenarios for the Use of Immersive Assistance Systems

  • Maximilian Rosilius,
  • Lukas Hügel,
  • Benedikt Wirsing,
  • Manuel Geuen,
  • Ingo von Eitzen,
  • Volker Bräutigam and
  • Bernd Ludwig

Emerging assistance systems are designed to enable operators to perform tasks better, faster, and with a lower workload. However, in line with the productivity paradox, the full potential of automation and digitalisation is not being realised. One re...

  • Article
  • Open Access
1 Citations
1,681 Views
28 Pages

This study inaugurates an innovative field of research for Global Quality Management System (G-QMS) in System of Systems (SoS), integrating emerging and rapidly evolving disciplines of QMS, SoS Globalization, and Systems approaches, chiefly Systems T...

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Appl. Syst. Innov. - ISSN 2571-5577