Key papers in Computer Networks and Communications
Pofolia’s corpus holds 86 papers from the Computer Networks and Communications subfield (1999–2024). The list below starts with the most cited.
Most cited
Ranked by citation count. Because citations accumulate over time, this list naturally leans towards work published a few years ago; for where the field is now, see “recently added”.
Introduction to Mediation, Moderation, and Conditional Process Analysis: A Regression-Based Approach
2013 · FWCI 1860.33 · 45,138 citations
This book introduces mediation, moderation, and conditional process analysis, presenting a unified regression-based framework for understanding complex relationships in data.
Lecture Notes in Computer Science 1205
Industrial Robot the international journal of robotics research and application · 1999 · Q2 · FWCI 585.25 · 38,732 citations
This paper introduces a visual architecture for active vision systems that identifies salient regions by processing spatial frequencies, mimicking natural vision to focus attention on interesting locations.
SSD: Single Shot MultiBox Detector
2016 · FWCI 1660.05 · 30,534 citations
A new object detection method called SSD uses a single deep neural network to directly predict bounding boxes and class confidences, eliminating the need for object proposal steps.
Cognitive radio: brain-empowered wireless communications
IEEE Journal on Selected Areas in Communications · 2005 · Q1 · SJR 6.00 · FWCI 362.42 · 12,003 citations
Cognitive radio, a software-defined system, learns from its environment to adapt and optimize spectrum use for reliable communication.
Internet of Things: A Survey on Enabling Technologies, Protocols, and Applications
IEEE Communications Surveys & Tutorials · 2015 · Q1 · SJR 14.00 · FWCI 652.62 · 8,382 citations · Open access
This survey provides a comprehensive overview of the Internet of Things (IoT), detailing its core enabling technologies, essential protocols, and diverse application landscapes.
Edge Computing: Vision and Challenges
IEEE Internet of Things Journal · 2016 · Q1 · SJR 2.00 · FWCI 429.55 · 8,026 citations
Edge computing processes data near its source, addressing demands for faster response times, battery life, bandwidth savings, and data privacy.
Interactive Tree Of Life (iTOL) v4: recent updates and new developments
Nucleic Acids Research · 2019 · Q1 · SJR 8.00 · FWCI 691.31 · 6,543 citations · Open access
The Interactive Tree Of Life (iTOL) v4 online tool has been updated with four new dataset types and enhanced annotation and display controls, including an integrated editor and improved font support.
Internet of Things for Smart Cities
IEEE Internet of Things Journal · 2014 · Q1 · SJR 2.00 · FWCI 371.91 · 6,154 citations · Open access
This paper surveys enabling technologies, protocols, and architectures for urban Internet of Things (IoT) systems designed to support the Smart City vision.
Introduction to Statistical Mediation Analysis
2012 · FWCI 393.42 · 5,678 citations
This volume provides a comprehensive introduction to statistical mediation analysis, covering its statistical, methodological, and conceptual aspects with applications across various disciplines.
A Survey on Mobile Edge Computing: The Communication Perspective
IEEE Communications Surveys & Tutorials · 2017 · Q1 · SJR 14.00 · FWCI 322.85 · 5,435 citations
Mobile Edge Computing (MEC) shifts computation and storage to network edges, promising reduced latency and energy consumption for 5G applications by merging wireless communication and mobile computing.
Internet of Things in Industries: A Survey
IEEE Transactions on Industrial Informatics · 2014 · Q1 · SJR 2.00 · FWCI 290.88 · 5,073 citations
This survey systematically summarizes the current state-of-the-art of the Internet of Things (IoT) in industrial applications.
Software-Defined Networking: A Comprehensive Survey
Proceedings of the IEEE · 2014 · Q1 · SJR 5.00 · FWCI 395.28 · 4,915 citations
Software-Defined Networking (SDN) is a new paradigm that separates network control logic from hardware, enabling centralized programming and simplifying management. This approach breaks traditional vertical integration, allowing for greater flexibility and easier evolution of network infrastructure.
A First Course in Factor Analysis
Psychology Press eBooks · 2013 · FWCI 184.23 · 4,482 citations
This book provides a foundational understanding of factor analytic techniques, covering both theory and practical application for researchers. It includes introductions to newer methods like confirmatory factor analysis and structural equation modeling.
UNSW-NB15: a comprehensive data set for network intrusion detection systems (UNSW-NB15 network data set)
2015 · 3,684 citations
This paper introduces the UNSW-NB15 data set, a new benchmark designed to address the limitations of older data sets in evaluating modern network intrusion detection systems.
Statistical mediation analysis with a multicategorical independent variable
British Journal of Mathematical and Statistical Psychology · 2013 · Q1 · SJR 1.00 · FWCI 226.66 · 3,344 citations
This paper introduces a novel statistical method for mediation analysis that accommodates multicategorical independent variables, a common scenario not addressed by existing techniques.
An Easy Guide to Factor Analysis
2014 · FWCI 171.07 · 3,318 citations
This guide aims to explain factor analysis, a statistical technique common in psychology and social sciences, as clearly and simply as possible for students and practitioners.
Docker: lightweight Linux containers for consistent development and deployment
Linux journal · 2014 · FWCI 160.08 · 3,298 citations
Docker introduces lightweight Linux containers to package applications and their dependencies, enabling easy movement between systems and quick, isolated startup.
A Beginner’s Guide to Factor Analysis: Focusing on Exploratory Factor Analysis
Tutorials in Quantitative Methods for Psychology · 2013 · FWCI 53.54 · 3,260 citations · Open access
This tutorial introduces Exploratory Factor Analysis (EFA), a statistical technique for identifying underlying structures in data, and provides practical guidance for its application.
Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences
2013 · FWCI 54.14 · 3,131 citations
This classic text offers a non-mathematical, applied approach to multiple regression analysis, emphasizing verbal-conceptual exposition and practical examples for researchers.
A Survey of Data Mining and Machine Learning Methods for Cyber Security Intrusion Detection
IEEE Communications Surveys & Tutorials · 2015 · Q1 · SJR 14.00 · FWCI 108.29 · 3,128 citations
This survey paper provides a focused review of machine learning (ML) and data mining (DM) techniques applied to cyber security intrusion detection.
Recently added
The EMBL-EBI Job Dispatcher sequence analysis tools framework in 2024
Nucleic Acids Research · 2024 · Q1 · SJR 8.00 · FWCI 353.66 · 1,622 citations · Open access
The EMBL-EBI Job Dispatcher framework has been updated with a new website, improved visualizations, and enhanced job management, increasing its use, particularly from low- and middle-income regions.
Stream Control Transmission Protocol
2022 · 1,933 citations
This document is a working draft for the Internet Engineering Task Force (IETF) and is not a research paper with findings.
Managing the Development of Large Software Systems (1970)
The MIT Press eBooks · 2021 · FWCI 76.19 · 1,699 citations
This paper presents personal views on managing large software developments, based on experiences with spacecraft mission planning software, aiming to share lessons learned regarding operational status, timeliness, and cost.
Understanding and Using Factor Scores: Considerations for the Applied Researcher
2020 · FWCI 77.32 · 1,633 citations
This article clarifies how to compute and use factor scores, which represent an individual's placement on factors identified via exploratory factor analysis, discussing refined and non-refined methods.
Convergence of Edge Computing and Deep Learning: A Comprehensive Survey
IEEE Communications Surveys & Tutorials · 2020 · Q1 · SJR 14.00 · FWCI 128.46 · 1,454 citations
This survey details how integrating deep learning (DL) with edge computing, termed 'edge intelligence' and 'intelligent edge', overcomes cloud limitations for AI services.
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