Sepideh Pashami
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
29
Venues
19
Active years
2005–2026
Best venue rank
A*
Where they publish
Papers
29 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | IDA | NTS-DAGMA: A Score-Based Causal Discovery for Anomaly Detection. | Navin Vincent, Abhishek Srinivasan, Anders Holst, Sepideh Pashami |
| 2025 | IDA | Pragmatic Paradigm for Multi-stream Regression. | Nuwan Gunasekara, Slawomir Nowaczyk, Sepideh Pashami |
| 2025 | IDA | Assessing the Graph Structure Learning in Graph Deviation Networks. | Canberk Ozen, Slawomir Nowaczyk, Prayag Tiwari, Sepideh Pashami |
| 2025 | WACV | DiffPAD: Denoising Diffusion-Based Adversarial Patch Decontamination. | Jia Fu, Xiao Zhang, Sepideh Pashami, Fatemeh Rahimian, Anders Holst |
| 2024 | GECCO | Improving Concordance Index in Regression-based Survival Analysis: Evolutionary Discovery of Loss Function for Neural Networks. | Mohammed Ghaith Altarabichi, Abdallah Alabdallah, Sepideh Pashami, Thorsteinn S. Rgnvaldsson, Slawomir Nowaczyk, Mattias Ohlsson |
| 2024 | GECCO | A Review of Randomness Techniques in Deep Neural Networks. | Mohammed Ghaith Altarabichi, Slawomir Nowaczyk, Sepideh Pashami, Peyman Sheikholharam Mashhadi, Julia Handl |
| 2024 | ICCS | Understanding Survival Models Through Counterfactual Explanations. | Abdallah Alabdallah, Jakub Jakubowski, Sepideh Pashami, Szymon Bobek, Mattias Ohlsson, Thorsteinn S. Rgnvaldsson, Grzegorz J. Nalepa |
| 2024 | IDA | Mind the Data, Measuring the Performance Gap Between Tree Ensembles and Deep Learning on Tabular Data. | Axel Karlsson, Tianze Wang, Slawomir Nowaczyk, Sepideh Pashami, Sahar Asadi |
| 2023 | ECAI | Towards Explainable Deep Domain Adaptation. | Szymon Bobek, Slawomir Nowaczyk, Sepideh Pashami, Zahra Taghiyarrenani, Grzegorz J. Nalepa |
| 2023 | GECCO | Fast Genetic Algorithm for feature selection - A qualitative approximation approach. | Mohammed Ghaith Altarabichi, Slawomir Nowaczyk, Sepideh Pashami, Peyman Sheikholharam Mashhadi |
| 2023 | ICDM | Toward Solving Domain Adaptation with Limited Source Labeled Data. | Kunru Chen, Thorsteinn S. Rgnvaldsson, Slawomir Nowaczyk, Sepideh Pashami, Jonas Klang, Gustav Sternelv |
| 2023 | ICMI | Component attention network for multimodal dance improvisation recognition. | Jia Fu, Jiarui Tan, Wenjie Yin, Sepideh Pashami, Mrten Bjrkman |
| 2023 | KDD | XAI for Predictive Maintenance. | Joo Gama, Slawomir Nowaczyk, Sepideh Pashami, Rita P. Ribeiro, Grzegorz J. Nalepa, Bruno Veloso |
| 2022 | DSAA | SurvSHAP: A Proxy-Based Algorithm for Explaining Survival Models with SHAP. | Abdallah Alabdallah, Sepideh Pashami, Thorsteinn S. Rgnvaldsson, Mattias Ohlsson |
| 2022 | IDA | A Fault Detection Framework Based on LSTM Autoencoder: A Case Study for Volvo Bus Data Set. | Narjes Davari, Sepideh Pashami, Bruno Veloso, Slawomir Nowaczyk, Yuantao Fan, Pedro Mota Pereira, Rita P. Ribeiro, Joo Gama |
| 2022 | SEKE | An Explainable Knowledge-based AI Framework for Mobility as a Service. | Enayat Rajabi, Slawomir Nowaczyk, Sepideh Pashami, Magnus Bergquist |
| 2021 | CEC | Surrogate-Assisted Genetic Algorithm for Wrapper Feature Selection. | Mohammed Ghaith Altarabichi, Slawomir Nowaczyk, Sepideh Pashami, Peyman Sheikholharam Mashhadi |
| 2021 | DSAA | Extracting Invariant Features for Predicting State of Health of Batteries in Hybrid Energy Buses. | Mohammed Ghaith Altarabichi, Yuantao Fan, Sepideh Pashami, Peyman Sheikholharam Mashhadi, Slawomir Nowaczyk |
| 2021 | ICMLA | COCLUBERT: Clustering Machine Learning Source Code. | Marcus Hgglund, Francisco J. Pea, Sepideh Pashami, Ahmad Al-Shishtawy, Amir Hossein Payberah |
| 2020 | PAKDD | Decentralized and Adaptive K-Means Clustering for Non-IID Data Using HyperLogLog Counters. | Amira Soliman, Sarunas Girdzijauskas, Mohamed-Rafik Bouguelia, Sepideh Pashami, Slawomir Nowaczyk |
| 2019 | EPIA | Predicting Air Compressor Failures Using Long Short Term Memory Networks. | Kunru Chen, Sepideh Pashami, Yuantao Fan, Slawomir Nowaczyk |
| 2019 | EPIA | Warranty Claim Rate Prediction Using Logged Vehicle Data. | Reza Khoshkangini, Sepideh Pashami, Slawomir Nowaczyk |
| 2019 | IUI | Eliciting Structures in Data. | Ahmad Al-Shishtawy, Juhee Bae, Mohamed-Rafik Bouguelia, Gran Falkman, Sarunas Girdzijauskas, Olof Gnerup, Anders Holst, Alexander Karlsson, Slawomir Nowaczyk, Sepideh Pashami, Alan Said, Amira A. Soliman El Hosary |
| 2019 | WSDM | Incremental Causal Discovery and Visualization. | Anders Holst, Sepideh Pashami, Juhee Bae |
| 2019 | WSDM | Interactive feature extraction for diagnostic trouble codes in predictive maintenance: A case study from automotive domain. | Parivash Pirasteh, Slawomir Nowaczyk, Sepideh Pashami, Magnus Lwenadler, Klas Thunberg, Henrik Ydreskog, Peter Berck |
| 2019 | WSDM | IDM-WSDM 2019: Workshop on Interactive Data Mining. | Alan Said, Denis Parra, Juhee Bae, Sepideh Pashami |
| 2018 | WWW | Pitfalls of Affective Computing: How can the automatic visual communication of emotions lead to harm, and what can be done to mitigate such risks. | Martin Cooney, Sepideh Pashami, Anita Pinheiro Sant'Anna, Yuantao Fan, Slawomir Nowaczyk |
| 2016 | HCI | Supporting Analytical Reasoning - A Study from the Automotive Industry. | Tove Helldin, Maria Riveiro, Sepideh Pashami, Gran Falkman, Stefan Byttner, Slawomir Nowaczyk |
| 2005 | RoboCup | Dynamic Positioning Based on Voronoi Cells (DPVC). | HesamAddin Dashti, Nima Aghaeepour, Sahar Asadi, Meysam Bastani, Zahra Delafkar, Fatemeh Miri Disfani, Serveh Ghaderi, Shahin Kamali, Sepideh Pashami, Alireza Siahpirani |