Sepideh Pashami

Proceedings of Workshop on Embracing Human-Aware AI in Industry 5.0 (HAII5.0 2024) co-located with the 27th European Conference on Artificial Intelligence (ECAI 2024), 2024

A Review of Randomness Techniques in Deep Neural Networks.

[BibT_eX]

[DOI]

Julia Handl

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

Improving Concordance Index in Regression-based Survival Analysis: Evolutionary Discovery of Loss Function for Neural Networks.

[BibT_eX]

[DOI]

Abdallah Alabdallah

Mattias Ohlsson

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

2023

Material handling machine activity recognition by context ensemble with gated recurrent units.

[BibT_eX]

[DOI]

Kunru Chen

Eng. Appl. Artif. Intell., November, 2023

Multi-domain adaptation for regression under conditional distribution shift.

[BibT_eX]

[DOI]

Zahra Taghiyarrenani

Expert Syst. Appl., August, 2023

Pitfalls of assessing extracted hierarchies for multi-class classification.

[BibT_eX]

[DOI]

Pablo del Moral

Anita Pinheiro Sant'Anna

Pattern Recognit., April, 2023

Fast Genetic Algorithm for feature selection - A qualitative approximation approach.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2023

Forecasting Auxiliary Energy Consumption for Electric Heavy-Duty Vehicles.

[BibT_eX]

[DOI]

CoRR, 2023

Heterogeneous Federated Learning via Personalized Generative Networks.

[BibT_eX]

[DOI]

CoRR, 2023

Explainable Predictive Maintenance.

[BibT_eX]

[DOI]

Moamar Sayed Mouchaweh

Lala H. Rajaoarisoa

Grzegorz J. Nalepa

João Gama

CoRR, 2023

Why Industry 5.0 Needs XAI 2.0?

[BibT_eX]

[DOI]

Proceedings of the Joint Proceedings of the xAI-2023 Late-breaking Work, 2023

XAI for Predictive Maintenance.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Component attention network for multimodal dance improvisation recognition.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Multimodal Interaction, 2023

Toward Solving Domain Adaptation with Limited Source Labeled Data.

[BibT_eX]

[DOI]

Kunru Chen

Proceedings of the IEEE International Conference on Data Mining, 2023

Towards Explainable Deep Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence. ECAI 2023 International Workshops - XAI³, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI, Kraków, Poland, September 30, 2023

2022

Semi-Supervised Learning for Forklift Activity Recognition from Controller Area Network (CAN) Signals.

[BibT_eX]

[DOI]

Kunru Chen

Sensors, 2022

Why Is Multiclass Classification Hard?

[BibT_eX]

[DOI]

Pablo del Moral

IEEE Access, 2022

An Explainable Knowledge-based AI Framework for Mobility as a Service.

[BibT_eX]

[DOI]

Proceedings of the 34th International Conference on Software Engineering and Knowledge Engineering, 2022

Siambert: Siamese Bert-based Code Search.

[BibT_eX]

[DOI]

Amir Hossein Payberah

Proceedings of the Swedish Artificial Intelligence Society Workshop, 2022

Towards Geometry-Preserving Domain Adaptation for Fault Identification.

[BibT_eX]

[DOI]

Zahra Taghiyarrenani

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2022

A Fault Detection Framework Based on LSTM Autoencoder: A Case Study for Volvo Bus Data Set.

[BibT_eX]

[DOI]

Proceedings of the Advances in Intelligent Data Analysis XX, 2022

SurvSHAP: A Proxy-Based Algorithm for Explaining Survival Models with SHAP.

[BibT_eX]

[DOI]

Abdallah Alabdallah

Mattias Ohlsson

Proceedings of the 9th IEEE International Conference on Data Science and Advanced Analytics, 2022

2021

Parallel orthogonal deep neural network.

[BibT_eX]

[DOI]

Fernando Alonso-Fernandez

Neural Networks, 2021

AI in Smart Cities: Challenges and approaches to enable road vehicle automation and smart traffic control.

[BibT_eX]

[DOI]

Cristofer Englund

Eren Erdal Aksoy

Martin Daniel Cooney

Björn Åstrand

CoRR, 2021

COCLUBERT: Clustering Machine Learning Source Code.

[BibT_eX]

[DOI]

Amir Hossein Payberah

Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

Extracting Invariant Features for Predicting State of Health of Batteries in Hybrid Energy Buses.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Conference on Data Science and Advanced Analytics, 2021

Surrogate-Assisted Genetic Algorithm for Wrapper Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2021

2020

Early Prediction of Quality Issues in Automotive Modern Industry.

[BibT_eX]

[DOI]

Reza Khoshkangini

Peter Berck

Saeed Gholami Shahbandi

Tobias Niklasson

Inf., 2020

Avoiding Improper Treatment of Persons with Dementia by Care Robots.

[BibT_eX]

[DOI]

CoRR, 2020

Forklift Truck Activity Recognition from CAN Data.

[BibT_eX]

[DOI]

Proceedings of the IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile for Embedded Machine Learning, 2020

Decentralized and Adaptive K-Means Clustering for Non-IID Data Using HyperLogLog Counters.

[BibT_eX]

[DOI]

Amira Soliman

Sarunas Girdzijauskas

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020

Understanding Association Between Logged Vehicle Data and Vehicle Marketing Parameters: Using Clustering and Rule-Based Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the IMMS 2020: 2020 3rd International Conference on Information Management and Management Science, 2020

2019

IDM-WSDM 2019: Workshop on Interactive Data Mining.

[BibT_eX]

[DOI]

Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019

Interactive feature extraction for diagnostic trouble codes in predictive maintenance: A case study from automotive domain.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Interactive Data Mining, 2019

Incremental Causal Discovery and Visualization.

[BibT_eX]

[DOI]

Anders Holst

Juhee Bae

Proceedings of the Workshop on Interactive Data Mining, 2019

Eliciting Structures in Data.

[BibT_eX]

[DOI]

Ahmad Al-Shishtawy

Juhee Bae

Amira A. Soliman El Hosary

Göran Falkman

Sarunas Girdzijauskas

Proceedings of the Joint Proceedings of the ACM IUI 2019 Workshops co-located with the 24th ACM Conference on Intelligent User Interfaces (ACM IUI 2019), 2019

Warranty Claim Rate Prediction Using Logged Vehicle Data.

[BibT_eX]

[DOI]

Reza Khoshkangini

Proceedings of the Progress in Artificial Intelligence, 2019

Predicting Air Compressor Failures Using Long Short Term Memory Networks.

[BibT_eX]

[DOI]

Proceedings of the Progress in Artificial Intelligence, 2019

2018

Learning Low-Dimensional Representation of Bivariate Histogram Data.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2018

Mode tracking using multiple data streams.

[BibT_eX]

[DOI]

Inf. Fusion, 2018

Pitfalls of Affective Computing: How can the automatic visual communication of emotions lead to harm, and what can be done to mitigate such risks.

[BibT_eX]

[DOI]

Martin Cooney

Anita Pinheiro Sant'Anna

Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

2017

Exploring home robot capabilities by medium fidelity prototyping.

[BibT_eX]

[DOI]

Martin Cooney

Anita Pinheiro Sant'Anna

CoRR, 2017

Multi-Task Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the 30th Annual Workshop of the Swedish Artificial Intelligence Society, 2017

2016

Supporting Analytical Reasoning - A Study from the Automotive Industry.

[BibT_eX]

[DOI]

Proceedings of the Human Interface and the Management of Information: Applications and Services, 2016

2015

Change detection in metal oxide gas sensor signals for open sampling systems.

[BibT_eX]

[DOI]

PhD thesis, 2015

2013

TREFEX: Trend Estimation and Change Detection in the Response of MOX Gas Sensors.

[BibT_eX]

[DOI]

Sensors, 2013

2012

Detecting Changes of a Distant Gas Source with an Array of MOX Gas Sensors.

[BibT_eX]

[DOI]