International Journal On Advances in Intelligent Systems, volume 14, numbers 1 and 2, 2021

Type: journal

Notes: A free access journal featuring works submitted on an invitation basis only.

ISSN: 1942-2679

Articles: there are 19 articles

Backtracking (the) Algorithms on the Hamiltonian Cycle Problem
Joeri Sleegers and Daan van den Berg
keywords: Hamiltonian Cycle; exact algorithm; exhaustive algorithm; heuristic; phase transition; order parameter; data analytics; instance hardness; replication

Severe Weather-based Fire Department Incident Forecasting
Guido Legemaate, Jeffrey de Deijn, Sandjai Bhulai, and Rob van der Mei
keywords: incident forecasting; fire department planning; generalized linear models; ensemble models; severe weather conditions

Applying Motivational Theories and Personalization in a Mobile Application within the Domain of Physiotherapy-Related Exercises
Marie Sjölinder, Anneli Avatare Nöu, Vasiliki Mylonopoulou, and Olli Korhonen
keywords: movement-related disorders; mobile application for performing exercises; motivational theories; goal setting; social comparison; personalization

Analysis of Short-term and Long-term Effects on Mental State of Suggestions Given by an Agent using Impasse Estimation
Yoshimasa Ohmoto, Hanako Sonobe, and Toyoaki Nishida
keywords: Human-agent interaction; metacognitive suggestion; insight problem solving.

Playing Halma with Swarm Intelligence
Isabel Kuehner and Adrian Stock
keywords: Swarm Intelligence; Traveling Salesman Problem; Ant Colony Optimization; Bee Colony Optimization; Halma

Reliability and Performances of Power Electronic Converters in Wind Turbine Applications
Aimad Alili, Mamadou Baïlo Camara, Brayima Dakyo, and Jacques Raharijaona
keywords: Electronic Converters; Wind turbine; reliability; trends; Failure rate.

E-learning Personalization in Midwifery and Maritime: A Machine Learning Approach for Intelligent Recommender Systems
Alexandros Bousdekis, Stavroula Barbounaki, and Stefanos Karnavas
keywords: learning profiles; learning styles; higher education; k-means clustering, Bayesian network; classification

Virtual Team Leadership and Operation in the Automotive Industry: Profile of a Research Case Study
Anatoli Quade, Martin Wynn, and David Dawson
keywords: Project management; virtual teams; virtual leadership; German automotive industry; V-CORPS model

Becoming a Smart City: A Textual Analysis of the US Smart City Finalists
Jasmine DeHart, Oluwasijibomi Ajisegiri, Greg Erhardt, Jamie Cleveland, Corey Baker, and Christan Grant
keywords: smart city; privacy; networks.

Towards Frictional 3D Object Shape Scanning and Reconstruction by Means of Vibrissa-like Tactile Sensors
Lukas Merker
keywords: Vibrissa; tactile sensor; surface sensing; surface reconstruction.

Hybrid Knowledge-based and Data-driven Text Similarity Estimation based on Fuzzy Sets, Word Embeddings, and the OdeNet Ontology
Tim vor der Brück and Michael Kaufmann
keywords: OdeNet; fuzzy sets; targeted marketing; histogram equalization

Building a Decision-Making System for Handling a Drone Operator's Emotional States Using a Brain-Computer Interface
Diana Ramos, Gil Gonçalves, and Ricardo Faria
keywords: drone; Brain-Computer Interface; digital twin; Robot Operating System 2; drone swarms.

Advanced e-Learning by Inducing Shared Intentionality: Foundation of Coherent Intelligence for Grounds of e-Curriculum
Igor Val Danilov and Sandra Mihailova
keywords: coherent intelligence; goal-directed coherence; shared intentionality; e-learning; embodied cognition

Linked Open Data in the GIOCOnDa LOD Platform
Lorenzo Sommaruga, Nadia Catenazzi, Davide Bertacco, and Riccardo Mazza
keywords: Linked Open Data (LOD); GIOCOnDa; LOD publishing; LOD consuming; OntoPia

Implementing Ethical Issues into the Recommender Systems Design Using the Data Processing Pipeline
Olga Levina
keywords: socio-technical systems; machine learning based systems design; ethical values; ethical analysis; business process

Deep Reinforcement Learning for Spatial Motion Planning in 3D Urban Environments
Oren Gal and Yerach Doytsher
keywords: Deep Reinforcement Learning; Visibility; 3D; Spatial analysis; Motion Planning

Collective Interpretation Controlled by Simplified Selective Information-Driven Learning for Interpreting Multi-Layered Neural Networks
Ryotaro Kamimura
keywords: collective interpretation; selective information; cost; partial compression; generalization

Time-Efficient Techniques for Improving Student and Instructor Success in Online Courses
Julie Newell, Stephen Bartlett, Deborah Mixson-Brookshire, Julie Moore, Tamara Powell, Sam Lee, Tiffani Reardon Tijerina, Brayden Milam, Lauren Snider, and Justin Cochran
keywords: Keywords-student success rates; innovation; feedback; open educational resources; training transfer; social media

An Investigation of Japanese Twitter Users Who Disclosed Their Personal Profile Items in Their Tweets Honestly
Yasuhiko Watanabe, Hiromu Nishimura, Yuuya Chikuki, Kunihiro Nakajima, and Yoshihiro Okada
keywords: personal information; Twitter; SNS; privacy risk; Shapiro-Wilk test of normality; Welch's test.