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Papers

  • Core-decomposition-in-large-temporal-graphs-Wu-Cheng https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7363809
  • Heng Zhang, Haibo Hou, Libo Zhang, Hongjun Zhang, Yanjun Wu: Accelerating Core Decomposition in Large Temporal Networks Using GPUs. International Conference on Neural Information Processing ICONIP 2017: Neural Information Processing pp 893-903 https://link.springer.com/chapter/10.1007/978-3-319-70087-8_91
  • David W. Matula, Leland L. Beck: Smallest-Last Ordering and clustering and Graph Coloring Algorithms July 1983Journal of the ACM https://dl.acm.org/doi/abs/10.1145/2402.322385
  • Formal Concept Analysis of Social Networks. Knowledge Communities and Socio-Cognitive TaxonomiesRead first chapter. Book Series: Lecture Notes in Social Networks. Editors: Prof. Dr. Rokia Missaoui, Sergei O. Kuznetsov, Dr. Sergei Obiedkov
  • “Complex Networks: Principles, Methods and Applications”, V. Latora, V. Nicosia, G. Russo (Cambridge University Press, 2017)
  • > Big Data and Social Media Analytics: Trending Applications. Mehmet Çakırtaş
  • Consistency landscape of network communities. Daekyung Lee (이대경), Sang Hoon Lee (이상훈), Beom Jun Kim (김범준), and Heetae Kim (김희태) Phys. Rev. E 103, 052306 – Published 11 May 2021
  • Social Networks for Archaeological Research. Stefani A. Crabtree, Lewis Borck. Encyclopedia of Global Archaeology 2020 Edition | Editors: Claire Smith
  • [1] How the Avengers assemble: Ecological modelling of effective cast sizes for movies, Matthew Roughan, Lewis Mitchell, Tobin South, Plos One, Feb 2020, https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0223833
  • [2] Diana in the World of Men: a character network approach to analysing gendered vocal representation in Wonder Woman, Pete Jones, Feminist Media Studies Volume 20, 2020, https://doi.org/10.1080/14680777.2018.1510846
  • Evolving Networks and Social Network Analysis Methods and Techniques. By Mário Cordeiro, Rui P. Sarmento, Pavel Brazdil and João Gama
  • Temporal Network Optimization Subject to Connectivity Constraints. George B. Mertzios, Othon Michail, Ioannis Chatzigiannakis, Paul G. Spirakis
  • Efficient Distributed Approaches to Core Maintenance on Large Dynamic Graphs. June 2021IEEE Transactions on Parallel and Distributed Systems PP(99):1-1 DOI: 10.1109/TPDS.2021.3090759 Tongfeng Weng, Xu Zhou, Kenli Li, Keqin Li
  • Identifying multiple social network accounts belonging to the same users. Dec 2021. Ahmet Anıl MüngenEsra GündoğanMehmet Kaya
  • Summable and nonsummable data-driven models for community detection in feature-rich networks. Dec 2021 · Social Network Analysis and Mining. Soroosh Shalileh · Boris Mirkin https://link.springer.com/article/10.1007/s13278-021-00774-8

Data

Networks

= Knowledge and Networks uredili: Johannes Glückler, Emmanuel Lazega, Ingmar Hammer

= The Tipping Point: How Little Things Can Make a Big Difference Kindle Edition by Malcolm Gladwell (Author)

= Change: How to Make Big Things Happen Kindle Edition by Damon Centola (Author) Format: Kindle Edition

= Design and build great Web APIs

= Gayathri Rajagopalan (2021) A Python Data Analyst’s Toolkit Learn Python and Python-based Libraries with Applications in Data Analysis and Statistics

= Lamy Jean-Baptiste (2021) Ontologies with Python Programming OWL 2.0 Ontologies with Python and Owlready2

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= Prof. Qi Xuan, Zhongyuan Ruan, Prof. Yong Min in Big Data Management (2021) Graph Data Mining Algorithm, Security and Application

= Dr. Gerard O'Regan (2021) A Brief History of Computing

= William Yarberry (2021) CRAN Recipes DPLYR, Stringr, Lubridate, and RegEx in R

= Margot Tollefson (2021) Visualizing Data in R 4 Graphics Using the base, graphics, stats, and ggplot2 Packages

= Dr. Fabio Cuzzolin in Artificial Intelligence: Foundations, Theory, and Algorithms (2021) The Geometry of Uncertainty The Geometry of Imprecise Probabilities

= Prof. Dr. Sergei Kurgalin… (2021) Algebra and Geometry with Python

= Alex Libby (2020) Introducing the HTML5 Web Speech API Your Practical Introduction to Adding Browser-Based Speech Capabilities to your Websites and Online Applications

= Jon Westfall (2020) Practical R 4 Applying R to Data Manipulation, Processing and Integration

= Jay M. Patel (2020) Getting Structured Data from the Internet Running Web Crawlers/Scrapers on a Big Data Production Scale

= The Foundations of Computability Theory Prof. Borut Robič (2020)

= B V Vishwas, ASHISH PATEL (2020) Hands-on Time Series Analysis with Python From Basics to Bleeding Edge Techniques

= Prof. Dr. Tetsuo Ida in Texts & Monographs in Symbolic Computation (2020) An Introduction to Computational Origami

= Approximation of Euclidean Metric by Digital Distances Prof. Jayanta Mukhopadhyay (2020)

= Dr. Martin Schmettow in Human–Computer Interaction Series (2021) New Statistics for Design Researchers A Bayesian Workflow in Tidy R

= Ashwin Pajankar (2021) Practical Python Data Visualization A Fast Track Approach To Learning Data Visualization With Python

= Fractal Dimensions of Networks Prof. Dr. Eric Rosenberg (2020)

= Phillip Whitt (2020) Practical Glimpse Learn to Edit and Create Digital Photos and Art with This Powerful Open Source Image Editor

= Prof. Arnold L. Rosenberg… (2020) Understand Mathematics, Understand Computing Discrete Mathematics That All Computing Students Should Know

= Mathangi Sri (2021) Practical Natural Language Processing with Python With Case Studies from Industries Using Text Data at Scale

= Dr. Duncan Buell in Undergraduate Topics in Computer Science (2021) Fundamentals of Cryptography Introducing Mathematical and Algorithmic Foundations

= Dr. Jenny Carter, Prof. Francisco Chiclana… (2021) Fuzzy Logic Recent Applications and Developments

= Dr. Antonio Badia in Data-Centric Systems and Applications (2020) SQL for Data Science Data Cleaning, Wrangling and Analytics with Relational Databases

= Harry J. Foxwell (2020) Creating Good Data A Guide to Dataset Structure and Data Representation

= Hannah Stepanek (2020) Thinking in Pandas How to Use the Python Data Analysis Library the Right Way

= Vaibhav Verdhan (2020) Supervised Learning with Python Concepts and Practical Implementation Using Python

= Dr. Wolfgang W. Osterhage (2020) Mathematical Theory of Advanced Computing

= Mariot Tsitoara (2020) Beginning Git and GitHub A Comprehensive Guide to Version Control, Project Management, and Teamwork for the New Developer

= Foundations of Data Visualization Prof. Min Chen, Prof. Dr. Helwig Hauser… (2020)

= Matt Wiley, Joshua F. Wiley (2020) Advanced R 4 Data Programming and the Cloud Using PostgreSQL, AWS, and Shiny

= Nada Lavrač, Vid Podpečan, Marko Robnik-Šikonja (2021) Representation Learning Propositionalization and Embeddings

= Noel Kalicharan in Undergraduate Topics in Computer Science (2021) Julia - Bit by Bit Programming for Beginners

= Prof. Chengqing Zong, Rui Xia, Jiajun Zhang (2021) Text Data Mining

= Thomas Mailund (2021) Introduction to Computational Thinking Problem Solving, Algorithms, Data Structures, and More

= Felicity Brand, Heather McNamee, Jeffrey A. McGuire (2021) The TYPO3 Guidebook Understand and Use TYPO3 CMS

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= Tshepo Chris Nokeri (2021) Data Science Revealed With Feature Engineering, Data Visualization, Pipeline Development, and Hyperparameter Tuning

= Ann Thymé-Gobbel, Charles Jankowski (2021) Mastering Voice Interfaces Creating Great Voice Apps for Real Users

= Anders Lisdorf (2021) Cloud Computing Basics A Non-Technical Introduction

= Gordon Haff (2021) How Open Source Ate Software Understand the Open Source Movement and So Much More

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= Prof. Dr. Sergei Kurgalin… in Texts in Computer Science (2021) Concise Guide to Quantum Computing Algorithms, Exercises, and Implementations

= Vsevolod Domkin (2021) Programming Algorithms in Lisp Writing Efficient Programs with Examples in ANSI Common Lisp

= Jean Walrand (2021) Probability in Electrical Engineering and Computer Science An Application-Driven Course

= Marius Iulian Mihailescu… (2021) Pro Cryptography and Cryptanalysis with C++20 Creating and Programming Advanced Algorithms

= Sujay Raghavendra (2021) Python Testing with Selenium Learn to Implement Different Testing Techniques Using the Selenium WebDriver

= Minhaz-Us-Salakeen Fahme, Tanimul Haque Khan (2021) How to Make a Game Go From Idea to Publication Avoiding the Common Pitfalls Along the Way

= Dr. Lito Perez Cruz (2021) Theoremus A Student's Guide to Mathematical Proofs

= Abhishek Kumar (2021) Immersive 3D Design Visualization With Autodesk Maya and Unreal Engine 4

= Brad E. Hollister (2021) Core Blender Development Understanding the Essential Source Code

= Jalil Villalobos Alva (2021) Beginning Mathematica and Wolfram for Data Science Applications in Data Analysis, Machine Learning, and Neural Networks

= Shashank Shukla (2021) Practical WebDriverIO Learn to Automate Effectively Using WebDriverIO APIs

= Dr. Dengsheng Zhang in Texts in Computer Science (2021) Fundamentals of Image Data Mining Analysis, Features, Classification and Retrieval

= Elad Elrom (2021) React and Libraries Your Complete Guide to the React Ecosystem

= Dr. Leonida Gianfagna, Dr. Antonio Di Cecco (2021) Explainable AI with Python

= Mandeep Mehta (2021) Microsoft Excel Functions Quick Reference For High-Quality Data Analysis, Dashboards, and More

= Prof. Dr. Meinard Müller (2021) Fundamentals of Music Processing Using Python and Jupyter Notebooks

= Systems Thinkers Dr. Magnus Ramage, Karen Shipp (2020)

= Prof. Peter Christen, Dr. Thilina Ranbaduge… (2020) Linking Sensitive Data Methods and Techniques for Practical Privacy-Preserving Information Sharing

= Christopher Pitt, Joe Mancuso (2020) The Definitive Guide to Masonite Building Web Applications with Python

= Stephanie Grisham

= Peter Frankopan ‘s Silk Road book

= Ibn Khaldun describes in his excellent treatise “Al Muqiddimah”

= Networks and Neo-Structural Sociology Emmanuel Lazega The Oxford Handbook of Social Networks Edited by Ryan Light and James Moody

= Cluster Analysis and Applications Prof. Dr. Rudolf Scitovski… (2021)

= Grant Kemp, Gerry White (2021) Google Data Studio for Beginners Start Making Your Data Actionable

= Prof. Dr. K. Erciyes in Undergraduate Topics in Computer Science (2021) Discrete Mathematics and Graph Theory A Concise Study Companion and Guide

= Tim Lavers (2021) Learn to Program with Kotlin From the Basics to Projects with Text and Image Processing

= Bastian Ballmann (2021) Understanding Network Hacks Attack and Defense with Python 3

= Robert Dahl’s Preface to Democratic Theory

= Isaiah Berlin

= Giovanni Sartori: The Theory of Democracy Revisited

= Hélène Landemore’s theory of 'open democracy'

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- Dr. Jean Claude Bajard, Alev Topuzoğlu in Lecture Notes in Computer Science (2021) Arithmetic of Finite Fields 8th International Workshop, WAIFI 2020, Rennes, France, July 6–8, 2020, Revised Selected and Invited Papers

Arno Mittelbach… in Information Security and Cryptography (2021) The Theory of Hash Functions and Random Oracles An Approach to Modern Cryptography

Robert Krimmer, Andriana Prentza, Szymon Mamrot in Lecture Notes in Computer Science (2021) The Once-Only Principle The TOOP Project

Jörg Krause (2021) Developing Web Components with TypeScript Native Web Development Using Thin Libraries

Dr. V. S. Subrahmanian… in Terrorism, Security, and Computation (2021) Detecting Trust and Deception in Group Interaction

Dr. Jacqueline Léon in History of Computing (2021) Automating Linguistics

Prof. Fabio Gadducci, Timo Kehrer in Lecture Notes in Computer Science (2021) Graph Transformation 14th International Conference, ICGT 2021, Held as Part of STAF 2021, Virtual Event, June 24–25, 2021, Proceedings

Ian Waters (2021) PowerShell for Beginners Learn PowerShell 7 Through Hands-On Mini Games

Shing Lyu (2021) Practical Rust Web Projects Building Cloud and Web-Based Applications

Richard Swinbank (2021) Azure Data Factory by Example Practical Implementation for Data Engineers

Dr. Simant Dube (2021) An Intuitive Exploration of Artificial Intelligence Theory and Applications of Deep Learning

Prof. Ze-Nian Li, Prof. Mark S. Drew… in Texts in Computer Science (2021) Fundamentals of Multimedia

Daniel Gomes, Dr. Elena Demidova, Prof. Jane Winters… (2021) The Past Web Exploring Web Archives

Paul D. Crutcher, Neeraj Kumar Singh… (2021) Essential Computer Science A Programmer’s Guide to Foundational Concepts

Slobodan Dmitrović (2021) Modern C for Absolute Beginners A Friendly Introduction to the C Programming Language

Will Briggs (2021) C++20 for Lazy Programmers Quick, Easy, and Fun C++ for Beginners

Chaminda Chandrasekara, Pushpa Herath (2021) Hands-on GitHub Actions Implement CI/CD with GitHub Action Workflows for Your Applications

Yan Jia, Zhaoquan Gu… in Lecture Notes in Computer Science (2021) MDATA: A New Knowledge Representation Model Theory, Methods and Applications

Nikhil Ketkar, Jojo Moolayil (2021) Deep Learning with Python Learn Best Practices of Deep Learning Models with PyTorch

Joos Korstanje (2021) Advanced Forecasting with Python With State-of-the-Art-Models Including LSTMs, Facebook’s Prophet, and Amazon’s DeepAR

Prof. John Vince (2021) Vector Analysis for Computer Graphics

Analysis of Images, Social Networks and Texts 9th International Conference, AIST 2020, Skolkovo, Moscow, Russia, October 15–16, 2020, Revised Selected Papers … in Lecture Notes in Computer Science (2021)

Venkateswaran Kasirajan (2021) Fundamentals of Quantum Computing Theory and Practice

Prof. Dr. Wei Qi Yan in Texts in Computer Science (2021) Computational Methods for Deep Learning Theoretic, Practice and Applications

Volker Lang (2021) Digital Fluency Understanding the Basics of Artificial Intelligence, Blockchain Technology, Quantum Computing, and Their Applications for Digital Transformation

Brendan Choi (2021) Introduction to Python Network Automation The First Journey

Frank Dignum in Computational Social Sciences (2021) Social Simulation for a Crisis Results and Lessons from Simulating the COVID-19 Crisis

Edward Curry, Dr. Andreas Metzger… (2021) The Elements of Big Data Value Foundations of the Research and Innovation Ecosystem

Hayden Barnes (2021) Pro Windows Subsystem for Linux (WSL) Powerful Tools and Practices for Cross-Platform Development and Collaboration

Ruben Verborgh, Katja Hose, Heiko Paulheim… in Lecture Notes in Computer Science (2021) The Semantic Web 18th International Conference, ESWC 2021, Virtual Event, June 6–10, 2021, Proceedings

Stephan Roth (2021) Clean C++20 Sustainable Software Development Patterns and Best Practices

Moisés Cywiak, David Cywiak (2021) Multi-Platform Graphics Programming with Kivy Basic Analytical Programming for 2D, 3D, and Stereoscopic Design

Assist. Prof. Deepak P… in The Information Retrieval Series (2021) Data Science for Fake News Surveys and Perspectives

Diego Galvez-Aranda… (2021) Robotics Models Using LEGO WeDo 2.0 Design, Build, Program, Test, Document and Share

Dr. Paweł J. Mitkowski in Studies in Systems, Decision and Control (2021) Mathematical Structures of Ergodicity and Chaos in Population Dynamics

Boro Sitnikovski (2021) Introducing Blockchain with Lisp Implement and Extend Blockchains with the Racket Language

Grant Allen (2021) Android for Absolute Beginners Getting Started with Mobile Apps Development Using the Android Java SDK

Dr. Antonio Bucchiarone… (2021) Domain-Specific Languages in Practice with JetBrains MPS

Dr. Bernadette Longo in History of Computing (2021) Words and Power Computers, Language, and U.S. Cold War Values

Nabendu Biswas (2021) Foundation Gatsby Projects Create Four Real Production Websites with Gatsby

Aarthi Elumalai (2021) Introduction to Python for Kids Learn Python the Fun Way by Completing Activities and Solving Puzzles

Mikael Olsson (2021) PHP 8 Quick Scripting Reference A Pocket Guide to PHP Web Scripting

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Matt Zandstra (2021) PHP 8 Objects, Patterns, and Practice Mastering OO Enhancements, Design Patterns, and Essential Development Tools

Tatiana Gayvoronskaya, Prof. Dr. Christoph Meinel (2021) Blockchain Hype or Innovation

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Dr. Leslie F. Sikos, Oshani W. Seneviratne… in Advanced Information and Knowledge Processing (2021) Provenance in Data Science From Data Models to Context-Aware Knowledge Graphs

Thomas Visby Snitker (2021) User Research with Kids How to Effectively Conduct Research with Participants Aged 3-16

Thomas Mailund (2021) Pointers in C Programming A Modern Approach to Memory Management, Recursive Data Structures, Strings, and Arrays

Adam Aspin (2021) Pro Power BI Theme Creation JSON Stylesheets for Automated Dashboard Formatting

Dr. Konstantinos Domdouzis, Peter Lake… in Undergraduate Topics in Computer Science (2021) Concise Guide to Databases A Practical Introduction

Carleton DiLeo, Peter Cooper (2021) Beginning Ruby 3 From Beginner to Pro

Robert La Lau (2021) Practical Internet Server Configuration Learn to Build a Fully Functional and Well-Secured Enterprise Class Internet Server

Dr. Charu C. Aggarwal (2021) Artificial Intelligence A Textbook

Making Images with Mathematics Prof. Dr. Alexei Sourin in Undergraduate Topics in Computer Science (2021)

Mathematical Foundations of Big Data Analytics Prof. Dr. Vladimir Shikhman… (2021)

Encyclopedia of Big Data Technologies Dr. Sherif Sakr, Prof. Albert Zomaya

Prof. James T. Streib in Undergraduate Topics in Computer Science (2020) Guide to Assembly Language A Concise Introduction

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Rubens Cantuni (2020) Designing Digital Products for Kids Deliver User Experiences That Delight Kids, Parents, and Teachers

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Henry Mayo’s Introduction to Democratic Theory.

ROBERT MORRISON MACIVER

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