Sepideh Pashami
Orcid: 0000-0003-3272-4145
According to our database1,
Sepideh Pashami
authored at least 54 papers
between 2005 and 2024.
Collaborative distances:
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Bibliography
2024
Rolling the dice for better deep learning performance: A study of randomness techniques in deep neural networks.
Inf. Sci., 2024
CoxSE: Exploring the Potential of Self-Explaining Neural Networks with Cox Proportional Hazards Model for Survival Analysis.
CoRR, 2024
Artificial Intelligence Approaches for Predictive Maintenance in the Steel Industry: A Survey.
CoRR, 2024
The Concordance Index decomposition: A measure for a deeper understanding of survival prediction models.
Artif. Intell. Medicine, 2024
Mind the Data, Measuring the Performance Gap Between Tree Ensembles and Deep Learning on Tabular Data.
Proceedings of the Advances in Intelligent Data Analysis XXII, 2024
Proceedings of the Computational Science - ICCS 2024, 2024
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.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024
2023
Material handling machine activity recognition by context ensemble with gated recurrent units.
Eng. Appl. Artif. Intell., November, 2023
Expert Syst. Appl., August, 2023
Pattern Recognit., April, 2023
Expert Syst. Appl., 2023
CoRR, 2023
Proceedings of the Joint Proceedings of the xAI-2023 Late-breaking Work, 2023
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
Proceedings of the 25th International Conference on Multimodal Interaction, 2023
Proceedings of the IEEE International Conference on Data Mining, 2023
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.
Sensors, 2022
Proceedings of the 34th International Conference on Software Engineering and Knowledge Engineering, 2022
Proceedings of the Swedish Artificial Intelligence Society Workshop, 2022
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.
Proceedings of the Advances in Intelligent Data Analysis XX, 2022
Proceedings of the 9th IEEE International Conference on Data Science and Advanced Analytics, 2022
2021
AI in Smart Cities: Challenges and approaches to enable road vehicle automation and smart traffic control.
CoRR, 2021
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.
Proceedings of the 8th IEEE International Conference on Data Science and Advanced Analytics, 2021
Proceedings of the IEEE Congress on Evolutionary Computation, 2021
2020
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.
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.
Proceedings of the IMMS 2020: 2020 3rd International Conference on Information Management and Management Science, 2020
2019
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.
Proceedings of the Workshop on Interactive Data Mining, 2019
Proceedings of the Workshop on Interactive Data Mining, 2019
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
Proceedings of the Progress in Artificial Intelligence, 2019
Proceedings of the Progress in Artificial Intelligence, 2019
2018
IEEE Trans. Intell. Transp. Syst., 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.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018
2017
Proceedings of the 30th Annual Workshop of the Swedish Artificial Intelligence Society, 2017
2016
Proceedings of the Human Interface and the Management of Information: Applications and Services, 2016
2015
PhD thesis, 2015
2013
Sensors, 2013
2012
Sensors, 2012
2011
ICT solutions supporting collaborative information acquisition, situation assessment and decision making in contemporary environmental management problems: the DIADEM approach.
Proceedings of the Innovations in Sharing Environmental Observations and Information: Proceedings of the 25th International Conference on Informatics for Environmental Protection, 2011
2005
Proceedings of the RoboCup 2005: Robot Soccer World Cup IX, 2005