Fredrik Sandin

发表

Concepts and architecture for a thumb-sized smart IoT ultrasound measurement system

Jerker Delsing, Jonny Johansson, Jens Eliasson, 2016, 2016 IEEE International Ultrasonics Symposium (IUS).

Dictionary learning approach to monitoring of wind turbine drivetrain bearings

Fredrik Sandin, Sergio Martin del Campo, Daniel Strömbergsson, 2019, Int. J. Comput. Intell. Syst..

FPGA prototype of machine learning analog-to-feature converter for event-based succinct representation of signals

Kim Albertsson, Joakim Nilsson, Jens Eliasson, 2013, 2013 IEEE International Workshop on Machine Learning for Signal Processing (MLSP).

Basic methods for automated fault detection and energy data validation in existing district heating systems

Jerker Delsing, Robert Eklund, Fredrik Sandin, 2012 .

Analogical mapping and inference with binary spatter codes and sparse distributed memory

Fredrik Sandin, Ross W. Gayler, Blerim Emruli, 2013, The 2013 International Joint Conference on Neural Networks (IJCNN).

Exploratory analysis of acoustic emissions in steel using dictionary learning

Jerker Delsing, Fredrik Sandin, Sergio Martin-del-Campo, 2016, 2016 IEEE International Ultrasonics Symposium (IUS).

Field test of neural-network based automatic bucket-filling algorithm for wheel-loaders

Ulf Bodin, Siddharth Dadhich, Ulf Andersson, 2019, Automation in Construction.

Kinematic Frequencies of Rotating Equipment Identified with Sparse Coding and Dictionary Learning

Fredrik Sandin, Stephan Schnabel, Sergio Martin-del-Campo, 2019, Annual Conference of the PHM Society.

Synaptic Integration of Spatiotemporal Features with a Dynamic Neuromorphic Processor

Mattias Nilsson, Fredrik Sandin, Foteini Liwicki, 2020, 2020 International Joint Conference on Neural Networks (IJCNN).

Online Histogramming Requirements

Andre Bogaerts, Fredrik Sandin, Mihai Caprini, 2002 .

Predicting Bucket-Filling Control Actions of a Wheel-Loader Operator Using a Neural Network Ensemble

Ulf Bodin, Siddharth Dadhich, Fredrik Sandin, 2018, 2018 International Joint Conference on Neural Networks (IJCNN).

Intelligent Industrial Processes & Enabling ICT – A Machine Learning and Intelligence Perspective

Fredrik Sandin, Lennart Gustafsson, 2014 .

Random indexing of multidimensional data

Magnus Sahlgren, Fredrik Sandin, Blerim Emruli, 2017, Knowledge and Information Systems.

Online feature learning for condition monitoring of rotating machinery

Fredrik Sandin, Sergio Martin del Campo, Fredrik Sandin, 2017, Eng. Appl. Artif. Intell..

Pretraining Image Encoders without Reconstruction via Feature Prediction Loss pdf

Marcus Liwicki, Fredrik Sandin, Gustav Grund Pihlgren, 2020, ArXiv.

Detection of particle contaminants in rolling element bearings with unsupervised acoustic emission feature learning

Fredrik Sandin, Pär Marklund, Sergio Martin-del-Campo, 2019, Tribology International.

Semantic Interoperability in Industry 4.0: Survey of Recent Developments and Outlook

Fredrik Sandin, Jacob Nilsson, Fredrik Sandin, 2018, 2018 IEEE 16th International Conference on Industrial Informatics (INDIN).

Towards zero-configuration condition monitoring based on dictionary learning

Fredrik Sandin, Sergio Martin del Campo, Fredrik Sandin, 2015, 2015 23rd European Signal Processing Conference (EUSIPCO).

Concept Learning in Neuromorphic Vision Systems: What Can We Learn from Insects?

Giacomo Indiveri, Anang Hudaya Muhamad Amin, Elisabetta Chicca, 2014 .

Interoperability automation considered as machine learning tasks

Jerker Delsing, Fredrik Sandin, Jacob Nilsson, 2019 .

Machine learning approach to automatic bucket loading

Ulf Bodin, Siddharth Dadhich, Ulf Andersson, 2016, 2016 24th Mediterranean Conference on Control and Automation (MED).

From Tele-remote Operation to Semi-automated Wheel-loader

Ulf Bodin, Siddharth Dadhich, Fredrik Sandin, 2018 .

Analogical Mapping with Sparse Distributed Memory: A Simple Model that Learns to Generalize from Examples

Fredrik Sandin, Blerim Emruli, Fredrik Sandin, 2014, Cognitive Computation.

Interoperability and machine-to-machine translation model with mappings to machine learning tasks

Jerker Delsing, Fredrik Sandin, Jacob Nilsson, 2019, 2019 IEEE 17th International Conference on Industrial Informatics (INDIN).

Spatiotemporal Pattern Recognition with Neuromorphic Processor for Edge Applications

Mattias Nilsson, Fredrik Sandin, 2019 .

Synaptic Delays for Insect-Inspired Temporal Feature Detection in Dynamic Neuromorphic Processors

Mattias Nilsson, Fredrik Sandin, Fredrik Sandin, 2019, Frontiers in Neuroscience.

Sparse feature learning for condition monitoring

Fredrik Sandin, Sergio Martin-del-Campo, 2014 .

Dictionary learning with equiprobable matching pursuit

Fredrik Sandin, Sergio Martin del Campo, Fredrik Sandin, 2016, 2017 International Joint Conference on Neural Networks (IJCNN).

Fault detection with hourly district energy data : Probabilistic methods and heuristics for automated detection and ranking of anomalies

Jerker Delsing, Fredrik Sandin, Jonas Gustafsson, 2013 .

Improving Image Autoencoder Embeddings with Perceptual Loss

Marcus Liwicki, Fredrik Sandin, Gustav Grund Pihlgren, 2020, 2020 International Joint Conference on Neural Networks (IJCNN).

Lean instrumentation framework for sensor pruning and optimization in condition monitoring

Uday Kumar, Jerker Delsing, Mohammed-Aminu Sanda, 2011 .

Vector space architecture for emergent interoperability of systems by learning from demonstration

Jerker Delsing, Fredrik Sandin, Blerim Emruli, 2014, BICA 2014.