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Future Internet, Volume 15, Issue 10

2023 October - 29 articles

Cover Story: Machine learning has emerged as a significant influencer, revolutionizing various application domains, such as cybersecurity. Building machine learning solutions consist of multiple processes, including data pre-processing, model selection, and parameter optimization. Although several surveys have extensively discussed machine learning, there is a lack of surveys that describe its architecture and phases. This survey describes machine models that are classified into supervised, semi-supervised, unsupervised, and reinforcement learning. Additionally, the survey explores recent advancements in data pre-processing techniques and the fine-tuning of parameters. Furthermore, the survey discusses research gaps, challenges, and potential research directions to address them. View this paper
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Articles (29)

  • Communication
  • Open Access
7 Citations
6,551 Views
46 Pages

A Comprehensive Analysis and Investigation of the Public Discourse on Twitter about Exoskeletons from 2017 to 2023

  • Nirmalya Thakur,
  • Kesha A. Patel,
  • Audrey Poon,
  • Rishika Shah and ,
  • Nazif Azizi and
  • Changhee Han
  • + 1 author+ 0 author

22 October 2023

Exoskeletons have emerged as a vital technology in the last decade and a half, with diverse use cases in different domains. Even though several works related to the analysis of Tweets about emerging technologies exist, none of those works have focuse...

(This article belongs to the Special Issue Advances in Text Mining Techniques and Applications for Knowledge Discovery)
  • Article
  • Open Access
9 Citations
5,200 Views
28 Pages

A Graph DB-Based Solution for Semantic Technologies in the Future Internet

  • Stefano Ferilli,
  • Eleonora Bernasconi,
  • Davide Di Pierro and
  • Domenico Redavid

20 October 2023

With the progressive improvements in the power, effectiveness, and reliability of AI solutions, more and more critical human problems are being handled by automated AI-based tools and systems. For more complex or particularly critical applications, t...

(This article belongs to the Section Big Data and Augmented Intelligence)
  • Article
  • Open Access
40 Citations
5,985 Views
22 Pages

19 October 2023

Today, intelligent drone technology is rapidly expanding, particularly in the defense industry. A swarm of drones can communicate, share data, and make the best decisions on their own. Drone swarms can swiftly and effectively carry out missions like...

(This article belongs to the Special Issue Blockchain and Artificial Intelligence for Decentralized Edge Environments)
  • Article
  • Open Access
8 Citations
2,984 Views
31 Pages

19 October 2023

With the advent of 5G networks, the demand for improved mobile broadband, massive machine-type communication, and ultra-reliable, low-latency communication has surged, enabling a wide array of new applications. A key enabling technology in 5G network...

  • Article
  • Open Access
5 Citations
5,217 Views
12 Pages

18 October 2023

While network forensics has matured over the decades and even made progress in the last 10 years when deployed in virtual networks, network forensics in fog and edge computing is still not progressed to that level despite the now widespread use of th...

(This article belongs to the Special Issue Edge and Fog Computing for the Internet of Things)
  • Article
  • Open Access
10 Citations
3,364 Views
22 Pages

18 October 2023

Partition-based clustering is widely applied over diverse domains. Researchers and practitioners from various scientific disciplines engage with partition-based algorithms relying on specialized software or programming libraries. Addressing the need...

(This article belongs to the Section Big Data and Augmented Intelligence)
  • Article
  • Open Access
2 Citations
3,348 Views
20 Pages

Flying Watchdog-Based Guard Patrol with Check Point Data Verification

  • Endrowednes Kuantama,
  • Avishkar Seth,
  • Alice James and
  • Yihao Zhang

16 October 2023

The effectiveness of human security-based guard patrol systems often faces challenges related to the consistency of perimeter checks regarding timing and patterns. Some solutions use autonomous drones for monitoring assistance but primarily optimize...

(This article belongs to the Section Smart System Infrastructure and Applications)
  • Article
  • Open Access
6 Citations
3,965 Views
15 Pages

Reinforcement Learning Approach for Adaptive C-V2X Resource Management

  • Teguh Indra Bayu,
  • Yung-Fa Huang and
  • Jeang-Kuo Chen

15 October 2023

The modulation coding scheme (MCS) index is the essential configuration parameter in cellular vehicle-to-everything (C-V2X) communication. As referenced by the 3rd Generation Partnership Project (3GPP), the MCS index will dictate the transport block...

(This article belongs to the Special Issue Featured Papers in the Section Internet of Things)
  • Article
  • Open Access
4,057 Views
15 Pages

14 October 2023

With the rapid growth of customer data in financial institutions, such as trusts, issues of data quality have become increasingly prominent. The main challenge lies in constructing an effective evaluation method that ensures accurate and efficient as...

(This article belongs to the Section Big Data and Augmented Intelligence)
  • Article
  • Open Access
7 Citations
5,048 Views
21 Pages

14 October 2023

Existing elevator systems lack the ability to display the number of people waiting on each floor and inside the elevator. This causes an inconvenience as users cannot tell if they should wait or seek alternatives, leading to unnecessary time wastage....

(This article belongs to the Special Issue Cloud Computing and High Performance Computing (HPC) Advances for Next Generation Internet)
  • Article
  • Open Access
85 Citations
18,729 Views
26 Pages

13 October 2023

Historically, mastery of writing was deemed essential to human progress. However, recent advances in generative AI have marked an inflection point in this narrative, including for scientific writing. This article provides a comprehensive analysis of...

(This article belongs to the Topic AI Chatbots: Threat or Opportunity?)
  • Article
  • Open Access
5 Citations
3,463 Views
16 Pages

Comparison of Supervised Learning Algorithms on a 5G Dataset Reduced via Principal Component Analysis (PCA)

  • Joan D. Gonzalez-Franco,
  • Jorge E. Preciado-Velasco,
  • Jose E. Lozano-Rizk,
  • Raul Rivera-Rodriguez and ,
  • Jorge Torres-Rodriguez and
  • Miguel A. Alonso-Arevalo
  • + 1 author+ 0 author

11 October 2023

Improving the quality of service (QoS) and meeting service level agreements (SLAs) are critical objectives in next-generation networks. This article presents a study on applying supervised learning (SL) algorithms in a 5G/B5G service dataset after be...

(This article belongs to the Section Internet of Things)
  • Article
  • Open Access
10 Citations
3,649 Views
29 Pages

Oceania’s 5G Multi-Tier Fixed Wireless Access Link’s Long-Term Resilience and Feasibility Analysis

  • Satyanand Singh,
  • Joanna Rosak-Szyrocka,
  • István Drotár and
  • Xavier Fernando

10 October 2023

Information and communications technologies play a vital role in achieving the Sustainable Development Goals (SDGs) and bridging the gap between developed and developing countries. However, various socioeconomic factors adversely impact the deploymen...

(This article belongs to the Section Internet of Things)
  • Article
  • Open Access
3 Citations
3,389 Views
18 Pages

Data-Driven Safe Deliveries: The Synergy of IoT and Machine Learning in Shared Mobility

  • Fatema Elwy,
  • Raafat Aburukba,
  • A. R. Al-Ali,
  • Ahmad Al Nabulsi and ,
  • Alaa Tarek,
  • Ameen Ayub and
  • Mariam Elsayeh
  • + 2 authors+ 0 author

10 October 2023

Shared mobility is one of the smart city applications in which traditional individually owned vehicles are transformed into shared and distributed ownership. Ensuring the safety of both drivers and riders is a fundamental requirement in shared mobili...

  • Review
  • Open Access
90 Citations
24,403 Views
29 Pages

9 October 2023

Machine learning techniques have emerged as a transformative force, revolutionizing various application domains, particularly cybersecurity. The development of optimal machine learning applications requires the integration of multiple processes, such...

(This article belongs to the Collection Machine Learning Approaches for User Identity)
  • Article
  • Open Access
2 Citations
4,630 Views
21 Pages

7 October 2023

The profusion of existing ontologies in different domains has made reusing ontologies a best practice when developing new ontologies. The ontology reuse process reduces the expensive cost of developing a new ontology, in terms of time and effort, and...

  • Article
  • Open Access
8 Citations
4,050 Views
37 Pages

Leveraging Taxonomical Engineering for Security Baseline Compliance in International Regulatory Frameworks

  • Šarūnas Grigaliūnas,
  • Michael Schmidt,
  • Rasa Brūzgienė,
  • Panayiota Smyrli and
  • Vladislav Bidikov

7 October 2023

A surge in successful Information Security (IS) breaches targeting Research and Education (R&E) institutions highlights a pressing need for enhanced protection. Addressing this, a consortium of European National Research and Education Network (NR...

(This article belongs to the Special Issue Information and Future Internet Security, Trust and Privacy II)
  • Article
  • Open Access
10 Citations
3,856 Views
23 Pages

6 October 2023

With the evolution towards the interconnected future internet spanning satellites, aerial systems, terrestrial infrastructure, and oceanic networks, availability modeling becomes imperative to ensure reliable service. This paper presents a methodolog...

(This article belongs to the Special Issue Distributing Computing in the Internet of Things (IoT): Cloud, Fog and Edge Computing)
  • Article
  • Open Access
7 Citations
4,856 Views
17 Pages

Evaluating MPTCP Congestion Control Algorithms: Implications for Streaming in Open Internet

  • Łukasz Piotr Łuczak,
  • Przemysław Ignaciuk and
  • Michał Morawski

4 October 2023

In today’s digital era, the demand for uninterrupted and efficient data streaming is paramount across various sectors, from entertainment to industrial automation. While the traditional single-path solutions often fell short in ensuring rapid a...

(This article belongs to the Special Issue Applications of Wireless Sensor Networks and Internet of Things)
  • Article
  • Open Access
2 Citations
3,070 Views
15 Pages

MSEN: A Multi-Scale Evolutionary Network for Modeling the Evolution of Temporal Knowledge Graphs

  • Yong Yu,
  • Shudong Chen,
  • Rong Du,
  • Da Tong and ,
  • Hao Xu and
  • Shuai Chen
  • + 1 author+ 0 author

30 September 2023

Temporal knowledge graphs play an increasingly prominent role in scenarios such as social networks, finance, and smart cities. As such, research on temporal knowledge graphs continues to deepen. In particular, research on temporal knowledge graph rea...

(This article belongs to the Special Issue Advances in Text Mining Techniques and Applications for Knowledge Discovery)
  • Article
  • Open Access
41 Citations
9,413 Views
27 Pages

28 September 2023

Due to the proliferation of large language models (LLMs) and their widespread use in applications such as ChatGPT, there has been a significant increase in interest in AI over the past year. Multiple researchers have raised the question: how will AI...

(This article belongs to the Section Cybersecurity)
  • Article
  • Open Access
4 Citations
10,916 Views
18 Pages

Investigating IPTV Malware in the Wild

  • Adam Lockett,
  • Ioannis Chalkias,
  • Cagatay Yucel,
  • Jane Henriksen-Bulmer and
  • Vasilis Katos

28 September 2023

Technologies providing copyright-infringing IPTV content are commonly used as an illegal alternative to legal IPTV subscriptions and services, as they usually have lower monetary costs and can be more convenient for users who follow content from diff...

(This article belongs to the Section Cybersecurity)
  • Article
  • Open Access
10 Citations
4,544 Views
13 Pages

28 September 2023

Traditional movie recommendation systems are increasingly falling short in the contemporary landscape of abundant information and evolving user behaviors. This study introduced the temporal knowledge graph recommender system (TKGRS), a ground-breakin...

(This article belongs to the Special Issue Advances in Text Mining Techniques and Applications for Knowledge Discovery)
  • Review
  • Open Access
56 Citations
14,345 Views
25 Pages

28 September 2023

Traditional information security risk assessment (RA) methodologies and standards, adopted by information security management systems and frameworks as a foundation stone towards robust environments, face many difficulties in modern environments wher...

(This article belongs to the Special Issue Privacy and Security in Computing Continuum and Data-Driven Workflows)
  • Article
  • Open Access
11 Citations
4,466 Views
26 Pages

28 September 2023

Against the backdrop of rising road traffic accident rates, measures to prevent road traffic accidents have always been a pressing issue in Taiwan. Road traffic accidents are mostly caused by speeding and roadway obstacles, especially in the form of...

(This article belongs to the Section Big Data and Augmented Intelligence)
  • Article
  • Open Access
31 Citations
7,589 Views
14 Pages

Exploring the Factors Affecting Countries’ Adoption of Blockchain-Enabled Central Bank Digital Currencies

  • Medina Ayta Mohammed,
  • Carmen De-Pablos-Heredero and
  • José Luis Montes Botella

28 September 2023

Central bank-issued digital currencies have sparked significant interest and are currently the subject of extensive research, owing to their potential for rapid settlement, low fees, accessibility, and automated monetary policies. However, central ba...

(This article belongs to the Special Issue Blockchain and Web 3.0: Applications, Challenges and Future Trends)
  • Article
  • Open Access
1 Citations
2,238 Views
19 Pages

Multi-Antenna Jammer-Assisted Secure Short Packet Communications in IoT Networks

  • Dechuan Chen,
  • Jin Li,
  • Jianwei Hu,
  • Xingang Zhang and
  • Shuai Zhang

26 September 2023

In this work, we exploit a multi-antenna cooperative jammer to enable secure short packet communications in Internet of Things (IoT) networks. Specifically, we propose three jamming schemes to combat eavesdropping, i.e., the zero forcing beamforming...

  • Article
  • Open Access
3 Citations
3,246 Views
13 Pages

26 September 2023

Solid-state drives represent the preferred backbone storage solution thanks to their low latency and high throughput capabilities compared to mechanical hard disk drives. The performance of a drive is intertwined with the reliability of the memories;...

(This article belongs to the Section Smart System Infrastructure and Applications)
  • Article
  • Open Access
23 Citations
5,650 Views
18 Pages

22 September 2023

Recent ransomware attacks threaten not only personal files but also critical infrastructure like smart grids, necessitating early detection before encryption occurs. Current methods, reliant on pre-encryption data, suffer from insufficient and rapidl...

(This article belongs to the Special Issue Information and Future Internet Security, Trust and Privacy II)
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Future Internet - ISSN 1999-5903