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ORCIDINTAP 2021: Grimstad, Norway
- Filippo Sanfilippo
, Ole-Christoffer Granmo, Sule Yildirim Yayilgan, Imran Sarwar Bajwa:
Intelligent Technologies and Applications - 4th International Conference, INTAP 2021, Grimstad, Norway, October 11-13, 2021, Revised Selected Papers. Communications in Computer and Information Science 1616, Springer 2022, ISBN 978-3-031-10524-1
Intelligence, Decision support systems, IoT
- Hina Suzuki, Hanxiong Chen, Kazutaka Furuse, Toshiyuki Amagasa:
Dense Nearest Neighborhood Query. 3-16 - Luis Miguel Lopez-Ramos, Kevin Roy, Baltasar Beferull-Lozano:
Explainable Nonlinear Modelling of Multiple Time Series with Invertible Neural Networks. 17-30 - Meryem Guemimi, Daniel Câmara, Ray Genoe:
Iterative Learning for Semi-automatic Annotation Using User Feedback. 31-44 - Sachin Bhardwaj, Arvind Keprate, R. M. Chandima Ratnayake:
Residual Stress Prediction of Welded Joints Using Gradient Boosting Regression. 45-57 - Syed Kumayl Raza Moosavi, Hassaan Bin Younis, Muhammad Hamza Zafar, Malik Naveed Akhter, Shahzaib Farooq Hadi, Haider Ali:
A Novel Group Teaching Optimization Algorithm Based Artificial Neural Network for Classification. 58-70 - Eivind Bøhn, Signe Moe, Tor Arne Johansen:
On the Effects of Properties of the Minibatch in Reinforcement Learning. 71-80 - Georgios Stavropoulos, Ilias Iliopoulos, Nikolaos Gevrekis, Konstantinos Moustakas, Dimitrios Tzovaras:
A Novel Migration Simulation and Prediction Tool. 81-92 - Filip Holík:
Development Environment for Software-Defined Smart City Networks. 93-104
Robotics
- Kristian Muri Knausgård, Siv Lene Gangenes Skar, Filippo Sanfilippo, Albert Buldenko, Henning Lindheim, Jakob Lunde, Eligijus Sukarevicius, Kjell G. Robbersmyr:
Branch-Manoeuvring Capable Pipe Cleaning Robot for Aquaponic Systems. 107-118 - Filippo Sanfilippo, Tomas Blazauskas, Martynas Girdziuna, Airidas Janonis, Eligijus Kiudys, Gionata Salvietti:
A Multi-modal Auditory-Visual-Tactile e-Learning Framework. 119-131 - Saishashank Balaji, Filippo Sanfilippo, Martin W. Gerdes, Domenico Prattichizzo:
A Perspective on Intervention Approaches for Children with Autism Spectrum Disorder. 132-143 - Bassam Massouh, Sudha Ramasamy, Bo Svensson, Fredrik Danielsson:
A Framework for Hazard Identification of a Collaborative Plug&Produce System. 144-155
ML and AI for Intelligent Health, Applications of Intelligent Technologies in Emergency Management
- Luis Miguel Lopez-Ramos:
Future Perspectives on Automated Machine Learning in Biomedical Signal Processing. 159-170 - Muhammad Mubeen, Muhammad Asad Arshed, Hafiz Abdul Rehman:
DeepFireNet - A Light-Weight Neural Network for Fire-Smoke Detection. 171-181
Smart Electrical Energy Systems, AI and ML in Security
- Uma Yadav, Anju Gupta, Rajesh Kumar Ahuja:
THD Reduction Comparison of Three Phase SPPS via Conventional RC and Novel PRESH Controller. 185-196 - Muhammad Hamza Zafar, Noman Mujeeb Khan, Syed Kumayl Raza Moosavi, Majad Mansoor, Adeel Feroz Mirza, Naureen Akhtar:
Artificial Neural Network (ANN) Trained by a Novel Arithmetic Optimization Algorithm (AOA) for Short Term Forecasting of Wind Power. 197-209 - Uma Yadav, Anju Gupta, Rajesh Kumar Ahuja:
Bode Plot Analysis of PRES and Novel PRESH Controller Interfaced with Three Phase GTSPPS. 210-222 - Paul Kengfai Wan, Lizhen Huang:
Energy Tracing and Blockchain Technology: A Primary Review. 223-231 - Filip Holík, Doney Abraham, Sule Yildirim Yayilgan:
Emulation of IEC 60870-5-104 Communication in Digital Secondary Substations. 232-243
ML and AI for Sensing Technologies, Social Media Analytics
- Henrik Brådland, Martin Choux, Linga Reddy Cenkeramaddi:
Point Cloud Instance Segmentation for Automatic Electric Vehicle Battery Disassembly. 247-258 - Muhammad Muaaz, Sahil Waqar, Matthias Pätzold:
Radar-Based Passive Step Counter and Its Comparison with a Wrist-Worn Physical Activity Tracker. 259-272 - Lucia Castro Herrera, Tim A. Majchrzak, Devinder Thapa:
Principles for the Arrangement of Social Media Listening Practices in Crisis Management. 273-286 - Gautam Kishore Shahi, Tim A. Majchrzak:
AMUSED: An Annotation Framework of Multimodal Social Media Data. 287-299
ML in Energy Sectors and Materials
- Lennard Visser, Tarek AlSkaif, Wilfried van Sark:
An Evaluation of Predictor Variables for Photovoltaic Power Forecasting. 303-310 - Wenjing Dai, Xiufeng Liu, Alfred Heller, Per Sieverts Nielsen:
Smart Meter Data Anomaly Detection Using Variational Recurrent Autoencoders with Attention. 311-324 - Odin Foldvik Eikeland, Filippo Maria Bianchi, Inga Setså Holmstrand, Sigurd Bakkejord, Matteo Chiesa:
Detecting the Linear and Non-linear Causal Links for Disturbances in the Power Grid. 325-336 - Tarikua Mekashaw Zenebe, Ole-Morten Midtgård, Steve Völler, Umit Cali:
Machine Learning for PV System Operational Fault Analysis: Literature Review. 337-351
Miscellaneous
- Gulshan Noorsumar, Kjell G. Robbersmyr, Svitlana P. Rogovchenko, Dmitry Vysochinskiy:
An Overview of Data Based Predictive Modeling Techniques Used in Analysis of Vehicle Crash Severity. 355-366 - Martin Holen, Kristian Muri Knausgård, Morten Goodwin:
An Evaluation of Autonomous Car Simulators and Their Applicability for Supervised and Reinforcement Learning. 367-379 - Arild Bergesen Husebø, Huynh Van Khang, Kjell G. Robbersmyr, Andreas Klausen:
Classification of Mechanical Fault-Excited Events Based on Frequency. 380-392 - Ignacio Bugueño, Luis García, Alfonso Ehijo:
Intelligent Technologies in the Process of Recovering Historical, Cultural, and Heritage Value in Native Communities. 393-406 - Svein Olav Nyberg, Kjell G. Robbersmyr, Jan Andreas Holm, Filippo Sanfilippo:
Tensile Experiments on Adhesion Between Aluminium Profiles and Glass. 407-418 - Mandar V. Tabib, Jon Kåre Stene, Adil Rasheed, Ove Langeland, Frants Gundersen:
Machine Learning for Capacity Utilization Along the Routes of an Urban Freight Service. 419-432
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