DATA ANALYTICS 2022 - The Eleventh International Conference on Data Analytics
November 13, 2022 - November 17, 2022
DATA ANALYTICS 2022: Program
Onsite and Online Options: In order to accommodate a large number of situations, we are offering the option for either physical presence or virtual participation (pdf slides or pre-recorded videos).
For 2022, all events will be held in a hybrid mode with five options: on site or virtual choices (live, prerecorded videos, voiced presentation slides, and .pdf slides).
We hope for better times allowing us to return to the traditional on site scientific events. However, we are ready to adapt any which way the conditions dictate.
NexTech 2022 Congress
Conference will be mixed online and on location at
Holiday Inn Express Valencia-Ciudad Las Ciencias
Escritor Rafael Ferreres 22
Valencia, 46013
Spain
Note: This event is a mix of online and on site participation. All contributions are posted below; those presenting onsite have their own schedule, as a subset of the entire program.
Opening Welcome
On Site Program
Keynote Speeches
K1. Intelligent Urban Air Mobility (ON SITE)
Prof. Dr. Ivana Semanjski, Ghent University, Belgium
- presentation slides
- video presentation
- short bio
K2. Small Data Deep Learning in AI-aided Medical Image Diagnosis (ON SITE)
Prof. Dr. Kenji Suzuki, Tokyo Institute of Technology, Japan
- presentation slides
- video presentation
- short bio
K4. Verification Objectives for Cybersecurity and Safety - Friend or Foe? (ON SITE)
Dr. CTO, Daniel Kästner, AbsInt GmbH, Germany
- presentation slides
- video presentation
- short bio
K5. Modern Technologies for Closing Farmers to Precision Agriculture (ON SITE)
Prof. Dr. Sandra Sendra Compte, UPV, Spain
- presentation slides
- video presentation
- short bio
K7. Challenges and Advanced Technology Solutions in Applied Health Informatics (Case studies from the Bulgaria)
Prof. Dr. Dimitar Tchakatchiev (Димитър Чаръкчиев), Sofia University St. Kliment Ohridsky, Bulgaria
Prof. Dr. Evgeniy Krastev, Sofia University St. Kliment Ohridsky, Bulgaria
- presentation slides
- video presentation
- short bio for Dr. Dimitar Tchakatchiev
- short bio for Evgeniy Krastev
K8. Model-based Code Generation for Microservice-based Automation Solutions
Prof. Dr. Jerker Delsing, Luleå University of Technology, Sweden
- presentation slides
- video presentation
- short bio
K9. Black swan? Or just an Ugly Duckling?
Anne Coull, Objective Insight and Getting of Wisdom Australia
- presentation slides
- video presentation
- short bio
K10. Wireless Sensor Networks and Remote Sensing in Coastal Zone Monitoring (ON SITE)
Dr. Lorena Parra Boronat, UPV, Spain
- presentation slides
- video presentation
- short bio
K11. Group-based Self-organizing Networks (ON SITE)
Prof. Dr. Jaime Lloret Mauri, Universitat Politecnica de Valencia, Spain
- presentation slides
- video presentation
- short bio
K12. An Emergent Cyber-Topology Attack Vector Assessment
Dr. Steve Chan, Decision Engineering Analysis Laboratory, USA
- presentation slides
- video presentation
- short bio
Open discussion
Theme: Cyber-systems Protection by Design
Facilitator: Prof. Dr. Petre Dini, IARIA, USA/EU
Invitees:
Dr. CTO Daniel Kaestner, AbsInt GmbH, Germany
Prof. Dr. Nader Mir, San Jose State University, USA
Prof. Dr. Michael Massoth, Hochschule Darmstadt (h_da), Germany
Special Tracks
DIGITAL 2022/ XAISG: Explainable AI in Societal Games
Introduction
Atriya Sen
- presentation slides / editorial
War-Gaming Needs Argument-Justified AI More Than Explainable AI
John Licato
- presentation slides / video / full article in Thinkmind Digital Library
Can "Provably Beneficial AI" Save Us?
Selmer Bringsjord, Naveen Sundar Govindarajulu, John Licato
- presentation slides / video / full article in Thinkmind Digital Library
Toward Comparing Knowledge Acquisition in DeepRL Models
Anthony Marchiafava, Atriya Sen
- presentation slides / video / full article in Thinkmind Digital Library
CYBER 2022 / CYMAR: Cyber at Sea: Issues Concerning the Maritime Sector
Introduction
Kevin D. Jones, Kimberly Tam
- presentation slides / editorial
Investigating the Security and Accessibility of Voyage Data Recorder Data Using a USB Attack
Avanthika Vineetha Harish, Kimberly Tam, Kevin Jones
- presentation slides / video / full article in Thinkmind Digital Library / voiced slides
A Ship Honeynet Project to Collect Data on Cyber Threats to the Maritime Sector
Stephen J McCombie, Jeroen Pijpker
- presentation slides / video / full article in Thinkmind Digital Library
Timely Maritime Cyber Threat Resolution in a Multi-Stakeholder Environment
Allan Nganga, Joel Scanlan, Margareta Lützhöft, Steven Mallam
- presentation slides / video / full article in Thinkmind Digital Library
Reducing the Cyber-Attack Surface in the Maritime Sector via Individual Behaviour Change
Konstantinos Mersinas, Chupkemi Divine Chana
- presentation slides / video / full article in Thinkmind Digital Library
DATA ANALYTICS 2022 / TTASC: Transport and Traffic Analytics in Smart Cities
Introduction
Ivana Semanjski
- presentation slides / editorial
Overview of European Union Guidelines and Regulatory Framework for Drones in Aviation in the Context of the Introduction of Automatic and Autonomous Flight Operations in Urban Air Mobility
Elham Fakhraian, El-Houssaine Aghezzaf, Silvio Semanjski, Ivana Semanjski
- presentation slides / video / full article in Thinkmind Digital Library
Aircraft Path Planning for UAM Applications
Silvio Semanjski, Ignacio Querol Puchal, Ronald Ponguillo-Intriago, Ivana Semanjski
- presentation slides / video / full article in Thinkmind Digital Library
GLOBAL HEALTH 2022: Global Challenges
Introduction
Les Sztandera
- presentation slides / editorial
Health Interventions on the African Continent [PRESENTATION]
Les Sztandera
- presentation slides / video
COVID-19 Pandemic: Challenges in Eyecare Delivery in India [PRESENTATION]
Anthony Vipin Das, Raja Narayanan
- presentation slides / video
Network Analysis of a Healthcare System During the COVID-19 Pandemic [PRESENTATION]
Jeanne Ruane
- presentation slides / video
Regular Sessions
ADVCOMP 2022, The Sixteenth International Conference on Advanced Engineering Computing and Applications in Sciences
Data and Feature Engineering Challenges in Machine Learning
Kendall Nygard, Mostofa Ahsan, Aakanksha Rastogi, Rashmio Satyal
- presentation slides / video / full article in Thinkmind Digital Library
(Un)Like Schumann: Applying Cope's Music Signature Pattern Matching Algorithms to Tchaikovsky's Children's Album
Evgeny Pyshkin, Andrei Kuznetsov, Andrey Matveets
- presentation slides / video / full article in Thinkmind Digital Library
On the Proportional-Integral-Derivative Based Trading Algorithm under the Condition of the log-Normal Distribution of Stock Market Data
Vadim Azhmyakov, Ilya Shirokov, Yuri Dernov, Luz Adriana Guzman Trujillo
- presentation slides / video / full article in Thinkmind Digital Library
Identification of Critical Nodes and Links in a Supply Chain by Robust Optimization
Tim vor der Brück, René Meier
- presentation slides / video / full article in Thinkmind Digital Library
Towards a Semantic Model for Wise Systems - A Graph Matching Algorithm
Abdelhafid Dahhani, Ilham Alloui, Sébastien Monnet, Flavien Vernier
- presentation slides / video / full article in Thinkmind Digital Library
AMBIENT 2022, The Twelfth International Conference on Ambient Computing, Applications, Services and Technologies
Customizability in Preventing Loss of Interest in Ambient Displays for Behavior Change
Shiori Kunikata, Kaori Fujinami
- presentation slides / video / full article in Thinkmind Digital Library
An Overview of Technology-Driven Care Solutions for Seniors in Aging Societies
Hani Alers, Lars Nobelen, Bret van Westing, Kiara Angelino
- presentation slides / video / full article in Thinkmind Digital Library
CYBER 2022, The Seventh International Conference on Cyber-Technologies and Cyber-Systems
Security Analysis of Embedded Systems Using Virtual Prototyping
Yasamin Mahmoodi, Sebastian Reiter, Alexsander Viehl, Oliver Bringmann
- presentation slides / video / full article in Thinkmind Digital Library
Mitigating Against a Succession of Hidden Failure Accelerants Involved in an Insider Threat Sequential Topology Attack on a Smart Grid
Steve Chan
- presentation slides / video / full article in Thinkmind Digital Library
Dynamic Trust Evaluation of Evolving Cyber Physical Systems
Rainer Falk, Steffen Fries
- presentation slides / video / full article in Thinkmind Digital Library
How Good is Openly Available Code Snippets Containing Software Vulnerabilities to Train Machine Learning Algorithms?
Kaan Oguzhan, Tiago Espinha Gasiba, Akram Louati
- presentation slides / video / full article in Thinkmind Digital Library
Towards Secure Content Sharing in Social Networks
Clara Bertolissi, Alba Martinez Anton, Romain Testud, Nicola Zannone
- presentation slides / video / full article in Thinkmind Digital Library
Attack Path Generation Based on Attack and Penetration Testing Knowledge
Florian Sommer, Reiner Kriesten
- presentation slides / video / full article in Thinkmind Digital Library
Security Information Quality Provided by News Sites and Twitter
Ryu Saeki, Kazumasa Oida
- presentation slides / video / full article in Thinkmind Digital Library
A Survey on Artificial Intelligence Techniques in Cybersecurity Management
Mercy Ejura Dapel, Mary Asante, Chijioke Dike Uba, Michael Opoku Agyeman
- presentation slides / video / full article in Thinkmind Digital Library
Sterilized Persistence Vectors (SPVs): Defense Through Deception on Windows Systems
Nicholas Phillips, Aisha Ali-Gombe
- presentation slides / video / full article in Thinkmind Digital Library
Efficiency of an Artificial Intelligence-based Chatbot Support for an IT-Awareness and Cybersecurity Learning Platform
Dominik Fanta, Farhan Sajid, Michael Massoth, Lennart Kruck
- presentation slides / video / full article in Thinkmind Digital Library
Black Swan or Just an Ugly Duckling?
Anne Coull
- presentation slides / video / full article in Thinkmind Digital Library
DATA ANALYTICS 2022, The Eleventh International Conference on Data Analytics
Trusting the Data Analytics Process from the Perspective of Different Stakeholders
Sven Gehrke, Sandra Niemz, Johannes Ruhland
- presentation slides / video / full article in Thinkmind Digital Library
Shapley Values based Regional Feature Importance Measures Driving Error Analysis in Manufacturing
Valentin Göttisheim, Holger Ziekow, Ulf Schreier, Alexander Gerling
- presentation slides / video / full article in Thinkmind Digital Library
Practices for Data Sharing: An Empirical Survey
Andrei Raoul Morariu, Bogdan Iancu, Jerker Björkqvist
- presentation slides / video / full article in Thinkmind Digital Library
Using Deep Learning for Automated Tail Posture Detection of Pigs
Jan-Hendrik Witte, Johann Gerberding, Jorge Marx Gómez
- presentation slides / video / full article in Thinkmind Digital Library
The Use of Multi-Step Markov Chains in the Characterization of English Literary Works
Clement Leung, Chenjie Zeng
- presentation slides / video / full article in Thinkmind Digital Library
Towards Style Classification for Fashion Recommender Systems
René Kessler, Jorge Marx Gómez
- presentation slides / video / full article in Thinkmind Digital Library
Detecting Signs of Mental Disorders on Social Networks: a Systematic Literature Review
Ayrton D. R. Herculano, Glauco R. S. Gomes, Damires Y. S. Fernandes, Alex S. C. Rêgo
- presentation slides / video / full article in Thinkmind Digital Library
Privacy Protected Identification of User Clusters in Large Organizations based on Anonymized Mattermost User and Channel Information
Igor Jakovljevic, Martin Pobaschnig, Christian Gütl, Andreas Wagner
- presentation slides / video / full article in Thinkmind Digital Library
Twitter Sentiment Analysis: A Survey in Cricket and Bollywood
Nayantara Kotoky, Smiti Singhal, Anushka Sharma, Dhara Ajudia
- presentation slides / video / full article in Thinkmind Digital Library
EMERGING 2022, The Fourteenth International Conference on Emerging Networks and Systems Intelligence
Optimal Multi-Tenant Cloud Network Latency for Inter-Device Caching
Nader Mir, Pranav S. Paramel, Sandeep K. Sethumadhavan
- presentation slides / video / full article in Thinkmind Digital Library
Calculations of the Packet Loss Ratio in Finite-Buffer Queues
Andrzej Chydzinski, Blazej Adamczyk
- presentation slides / video / full article in Thinkmind Digital Library
Improving a Physical Search System that Detects Even Unknown Displaced Objects Using Image Differences
Shin Kajihara, Masato Okazaki, Chika Oshima, Koichi Nakayama
- presentation slides / video / full article in Thinkmind Digital Library
Estimation of TCP Congestion Control Algorithms by Deep Recurrent Neural Network
Takuya Sawada, Ryo Yamamoto, Satoshi Ohzahata, Toshihiko Kato
- presentation slides / video / full article in Thinkmind Digital Library
GLOBAL HEALTH 2022, The Eleventh International Conference on Global Health Challenges
Evaluation of the Usability and Perception of an Intelligent Home Telecare System for High-risk Obstetric Patients: Prospective Study [PRESENTATION]
Sara Arango Valencia, Juan Guillermo Barriento Gomez, Ever Torres Silva, Ivan Luna Gomez, Emmanuel Sánchez Diaz, and Laura García Vásquez
- presentation slides / video
Investigation of the Application of MediaPipe to Gait Analysis
Yasutaka Uchida, Tomoko Funayama, Yoshiaki Kogure
- presentation slides / video / full article in Thinkmind Digital Library
Assessment of Walking Condition Using Pressure Sensors in the Floor Mat
Tomoko Funayama, Yasutaka Uchida, Yoshiaki Kogure
- presentation slides / video / full article in Thinkmind Digital Library
Estimation of Lumbar Load from Web Image Using Convolutional Neural Network for Standing Forward Bending Stationary Posture
Riku Nishimoto, Kyoko Shibata
- presentation slides / video / full article in Thinkmind Digital Library
Building Mental Resilience through Online Interactive Learning for Students in Higher Education
Zi-Ying Chong, Ah-Choo Koo, Hawa Rahmat
- presentation slides / video / full article in Thinkmind Digital Library
3D Flickers for Visually Evoked Potentials-based Brain Computer Interface Paradigm in Virtual Reality
Thibault Porssut, Alix Gouret, Solène LeBars
- presentation slides / video / full article in Thinkmind Digital Library
The Associations of Experiencing the Covid-19 Pandemic with Religiosity and Spirituality: A Cross-Sectional Study in Czech Adults [PRESENTATION]
Marie Buchtova, Klara Malinakova, Lukas Novak, Anna Janu, Vit Husek, Jitse P. Van Dijk and Peter Tavel
- presentation slides / video
SEMAPRO 2022, The Sixteenth International Conference on Advances in Semantic Processing
Representing Online Debates in the Context of E-Journalism
Elisjana Ymeralli, Giorgos Flouris, Vasilis Efthymiou, Katerina Papantoniou, Theodore Patkos, Georgios Petasis, Nikiforos Pittaras, Giannis Roussakis, Elias Tzortzakakis
- presentation slides / video / full article in Thinkmind Digital Library
Towards Exchanging Wearable-PGHD with EHRs: Developing a Standardized Information Model for Wearable-Based Patient Generated Health Data
Abdullahi Abubakar Kawu, Dympna O'Sullivan, Lucy Hederman
- presentation slides / video / full article in Thinkmind Digital Library
UBICOMM 2022, The Sixteenth International Conference on Mobile Ubiquitous Computing, Systems, Services and Technologies
A Programming Model for Heterogeneous CPS from the Physical Point of View
Martin Richter, Theresa Werner, Matthias Werner
- presentation slides / video / full article in Thinkmind Digital Library
A Fog Computing Application Using Knowledge-Based Collaborative Sensors -Noise Annoyance Monitoring and Control of a Sun Tracker Use Cases
Joaquin Canada-Bago, Jose-Angel Fernandez-Prieto, Ulrich Birkel
- presentation slides / video / full article in Thinkmind Digital Library
Smart Monitoring in Tactile Cyber-Physical Systems
Dmitry Korzun, Sergei Marchenkov
- presentation slides / video / full article in Thinkmind Digital Library
DIGITAL 2022, Advances on Societal Digital Transformation
Proposal of In-house Development Model for Business System at Kagawa University
Satoru Yamada, Takamasa Yatani, Norifumi Suehiro, Horoki Asakimori, Yusuke Kometani, Rihito Yaegashi
- presentation slides / video / full article in Thinkmind Digital Library
Information Security Policy Awareness Beliefs versus Reality in Electronic Identity Systems: A Case Study of the Ghanaian National Identity System
Salim Awudu, Sotirios Terzis
- presentation slides / video / full article in Thinkmind Digital Library
From Clear to Dark: The Social Media Platform Anonymity Continuum
David Kenny, Theo Lynn, Gary Sinclair
- presentation slides / video / full article in Thinkmind Digital Library
Farewell Message