Zahra Ahmadi

69 papers A* 4A 6B 6Misc 4Journal 32Unranked 16
YearRankTypeTitle / Venue / Authors
2026 J jnl
Context-driven process discovery: enhancing process flow interpretability with contextualized activity hierarchies.
Softw. Syst. Model.
Zahra Ahmadi, Jochen De Weerdt, Estefanía Serral Asensio
2026 J jnl
Cross-Modal Binary Attention: An Energy-Efficient Fusion Framework for Audio-Visual Learning.
CoRR
Mohamed Saleh, Zahra Ahmadi
2026 J jnl
From Literature to Hypotheses: An AI Co-Scientist System for Biomarker-Guided Drug Combination Hypothesis Generation.
CoRR
Raneen Younis, Suvinava Basak, Lukas Chavez, Zahra Ahmadi
2026 J jnl
Orthogonalized Multimodal Contrastive Learning with Asymmetric Masking for Structured Representations.
CoRR
Carolin Cissee, Raneen Younis, Zahra Ahmadi
2026 J jnl
SIREN: Scalable isotropic recursive column multimodal neural architecture.
Inf. Fusion
Hubert Truchan, Alan Farag, Zahra Ahmadi
2026 J jnl
What Is Novel? A Knowledge-Driven Framework for Bias-Aware Literature Originality Evaluation.
CoRR
Abeer Mostafa, Thi Huyen Nguyen, Zahra Ahmadi
2025 Misc conf
ASCDomain: Domain Invariant Device-Adversarial Isotropic Knowledge Distillation Convolutional Neural Architecture.
ICASSP
Hubert Truchan, Tien Hung Ngo, Zahra Ahmadi
2025 J jnl
Autocrime - open multimodal platform for combating organized crime.
Forensic Sci. Int. Digit. Investig.
Srikanth R. Madikeri, Petr Motlícek, Dairazalia Sanchez-Cortes, Pradeep Rangappa, Joshua Hughes, Jakub Tkaczuk, Alejandra Sanchez Lara, Driss Khalil, Johan Rohdin, Dawei Zhu, Aravind Krishnan, Dietrich Klakow, Zahra Ahmadi, Marek Kovác, Dominik Bobos, Costas Kalogiros, Andreas Alexopoulos, Denis Marraud
2025 Misc conf
Context-Enriched Process Discovery from IoT Data Sources for Human Behavioral Monitoring.
PoEM
Zahra Ahmadi, Mohsen Shirali, Jochen De Weerdt, Estefanía Serral
2025 Misc conf
ContextER: An Entropy-Based Contextualized Process Discovery Approach to Balance Interpretability and Complexity.
PoEM
Zahra Ahmadi, Jochen De Weerdt, Estefanía Serral Asensio
2025 J jnl
CubeletWorld: A New Abstraction for Scalable 3D Modeling.
CoRR
Azlaan Mustafa Samad, Hoang H. Nguyen, Lukas Berg, Henrik Müller, Yuan Xue, Daniel Kudenko, Zahra Ahmadi
2025 J jnl
Learning from the Right Patches: A Two-Stage Wavelet-Driven Masked Autoencoder for Histopathology Representation Learning.
CoRR
Raneen Younis, Louay Hamdi, Lukas Chavez, Zahra Ahmadi
2025 — conf
OpenReviewer: A Specialized Large Language Model for Generating Critical Scientific Paper Reviews.
NAACL (System Demonstrations)
Maximilian Idahl, Zahra Ahmadi
2025 A conf
Using Photon-Counting CT Images for Lung Nodule Classification.
WSDM
Leonie Basso, Zahra Ahmadi, Steffen Oeltze-Jafra, Eike Petersen, Hoen-oh Shin, Andrea Schenk
2024 — conf
A Novel Contextualization Method for Process Discovery Using Activity Specialization Hierarchies.
BPMDS/EMMSAD@CAiSE
Zahra Ahmadi, Jochen De Weerdt, Estefanía Serral Asensio
2024 J jnl
A process mining-based error correction approach to improve data quality of an IoT-sourced event log.
CoRR
Mohsen Shirali, Zahra Ahmadi, Carlos Fernández-Llatas, Jose-Luis Bayo-Monton, Gemma Di Federico
2024 J jnl
An Interactive Error-correcting Approach for IoT-sourced Event Logs.
ACM Trans. Internet Things
Mohsen Shirali, Zahra Ahmadi, Carlos Fernández-Llatas, Jose-Luis Bayo-Monton, Gemma Di Federico
2024 J jnl
DAMMI:Daily Activities in a Psychologically Annotated Multi-Modal IoT dataset.
CoRR
Mohsen Falah Rad, Kamrad Khoshhal Roudposhti, Mohammad Hassan Khoobkar, Mohsen Shirali, Zahra Ahmadi, Carlos Fernández-Llatas
2024 A conf
Effectively Capturing Label Correlation for Tabular Multi-Label Classification.
CIKM
Sajjad Kamali Siahroudi, Zahra Ahmadi, Daniel Kudenko
2024 A conf
Entity Matching Across Small Networks Using Node Attributes.
ECAI
Zahra Ahmadi, Zijian Zhang, Hoang H. Nguyen, Sergio Burdisso, Srikanth R. Madikeri, Petr Motlícek, Erinç Dikici, Gerhard Backfried, Marek Kovác, Kvetoslav Malý, Daniel Kudenko
2024 Misc conf
Evaluation of Categorization Patterns for Conceptual Modeling of IoT Applications.
PoEM
Mathis Wyffels, Zahra Ahmadi, Estefanía Serral, Irene Vanderfeesten, Monique Snoeck
2024 A* conf
HyperTime: A Dynamic Hypergraph Approach for Time Series Classification.
ICDM
Raneen Younis, Zahra Ahmadi
2024 — conf
LLM-Based Event Abstraction and Integration for IoT-Sourced Logs.
Business Process Management Workshops
Mohsen Shirali, Mohammadreza Fani Sani, Zahra Ahmadi, Estefanía Serral
2024 J jnl
LLM-based event abstraction and integration for IoT-sourced logs.
CoRR
Mohsen Shirali, Mohammadreza Fani Sani, Zahra Ahmadi, Estefanía Serral
2024 A conf
LTBoost: Boosted Hybrids of Ensemble Linear and Gradient Algorithms for the Long-term Time Series Forecasting.
CIKM
Hubert Truchan, Christian Kalfar, Zahra Ahmadi
2024 J jnl
MTS2Graph: Interpretable multivariate time series classification with temporal evolving graphs.
Pattern Recognit.
Raneen Younis, Abdul Hakmeh, Zahra Ahmadi
2024 J jnl
OpenReviewer: A Specialized Large Language Model for Generating Critical Scientific Paper Reviews.
CoRR
Maximilian Idahl, Zahra Ahmadi
2024 — conf
ROXSD: The ROXANNE Multimodal and Simulated Dataset for Advancing Criminal Investigations.
Odyssey
Petr Motlícek, Erinç Dikici, Srikanth R. Madikeri, Pradeep Rangappa, Miroslav Jánosík, Gerhard Backfried, Dorothea Thomas-Aniola, Maximilian Schürz, Johan Rohdin, Petr Schwarz, Marek Kovác, Kvetoslav Malý, Dominik Bobos, Mathias Leibiger, Costas Kalogiros, Andreas Alexopoulos, Daniel Kudenko, Zahra Ahmadi, Hoang H. Nguyen, Aravind Krishnan, Dawei Zhu, Dietrich Klakow, Maria Jofre, Francesco Calderoni, Denis Marraud, Nikolaos Koutras, Nikos Nikolau, Christiana Aposkiti, Panagiotis Douris, Konstantinos Gkountas, Eleni-Konstantina Sergidou, Wauter Bosma, Joshua Hughes, Hellenic Police Team
2024 J jnl
Reporting Risks in AI-based Assistive Technology Research: A Systematic Review.
CoRR
Zahra Ahmadi, Peter R. Lewis, Mahadeo A. Sukhai
2024 J jnl
Robust Fusion of Time Series and Image Data for Improved Multimodal Clinical Prediction.
IEEE Access
Ali Rasekh, Reza Heidari, Amir Hosein Haji Mohammad rezaie, Parsa Sharifi Sedeh, Zahra Ahmadi, Prasenjit Mitra, Wolfgang Nejdl
2024 J jnl
Synergy of Information in Multimodal IoT Systems - Discovering the impact of daily behaviour routines on physical activity level.
CoRR
Mohsen Shirali, Zahra Ahmadi, Carlos Fernández-Llatas, Jose-Luis Bayo-Monton
2024 J jnl
Towards Precision Healthcare: Robust Fusion of Time Series and Image Data.
CoRR
Ali Rasekh, Reza Heidari, Amir Hosein Haji Mohammad rezaie, Parsa Sharifi Sedeh, Zahra Ahmadi, Prasenjit Mitra, Wolfgang Nejdl
2023 — conf
Analysing the Foraging Behaviour of Bees Using Process Mining: A Case Study.
ICPM Workshops
Zahra Ahmadi, Yannis Bertrand, María Isabel Pozo Romero, Estefanía Serral
2023 A* conf
FLAMES2Graph: An Interpretable Federated Multivariate Time Series Classification Framework.
KDD
Raneen Younis, Zahra Ahmadi, Abdul Hakmeh, Marco Fisichella
2023 — conf
Identifying Variation in Personal Daily Routine Through Process Mining: A Case Study.
ICPM Workshops
Gemma Di Federico, Carlos Fernández-Llatas, Zahra Ahmadi, Mohsen Shirali, Andrea Burattin
2023 J jnl
Inductive and transductive link prediction for criminal network analysis.
J. Comput. Sci.
Zahra Ahmadi, Hoang H. Nguyen, Zijian Zhang, Dmytro Bozhkov, Daniel Kudenko, Maria Jofre, Francesco Calderoni, Noa Cohen, Yosef Solewicz
2023 A conf
MANDO-HGT: Heterogeneous Graph Transformers for Smart Contract Vulnerability Detection.
MSR
Hoang H. Nguyen, Nhat-Minh Nguyen, Chunyao Xie, Zahra Ahmadi, Daniel Kudendo, Thanh-Nam Doan, Lingxiao Jiang
2023 J jnl
MTS2Graph: Interpretable Multivariate Time Series Classification with Temporal Evolving Graphs.
CoRR
Raneen Younis, Abdul Hakmeh, Zahra Ahmadi
2023 — conf
Multimodal Isotropic Neural Architecture with Patch Embedding.
ICONIP (1)
Hubert Truchan, Evgenii Naumov, Rezaul Abedin, Gregory Palmer, Zahra Ahmadi
2023 J jnl
The effect of leadership and organisational culture on organisational innovation.
Int. J. Serv. Technol. Manag.
Ruzlin Akter, Shashiprabha Rathnayaka, Zahra Ahmadi
2022 J jnl
A fuzzy logic-based approach for fuzzy queries over NoSQL graph database.
Concurr. Comput. Pract. Exp.
Zahra Ahmadi, Fereshteh-Azadi Parand, Farzam Matinfar
2022 — conf
MANDO-GURU: vulnerability detection for smart contract source code by heterogeneous graph embeddings.
ESEC/SIGSOFT FSE
Hoang H. Nguyen, Nhat-Minh Nguyen, Hong-Phuc Doan, Zahra Ahmadi, Thanh-Nam Doan, Lingxiao Jiang
2022 B conf
MANDO: Multi-Level Heterogeneous Graph Embeddings for Fine-Grained Detection of Smart Contract Vulnerabilities.
DSAA
Hoang H. Nguyen, Nhat-Minh Nguyen, Chunyao Xie, Zahra Ahmadi, Daniel Kudendo, Thanh-Nam Doan, Lingxiao Jiang
2022 J jnl
MANDO: Multi-Level Heterogeneous Graph Embeddings for Fine-Grained Detection of Smart Contract Vulnerabilities.
CoRR
Hoang H. Nguyen, Nhat-Minh Nguyen, Chunyao Xie, Zahra Ahmadi, Daniel Kudendo, Thanh-Nam Doan, Lingxiao Jiang
2022 B conf
Multivariate Time Series Analysis: An Interpretable CNN-based Model.
DSAA
Raneen Younis, Sergej Zerr, Zahra Ahmadi
2022 A* conf
SoChainDB: A Database for Storing and Retrieving Blockchain-Powered Social Network Data.
SIGIR
Hoang H. Nguyen, Dmytro Bozhkov, Zahra Ahmadi, Nhat-Minh Nguyen, Thanh-Nam Doan
2021 J jnl
Focusing Knowledge-based Graph Argument Mining via Topic Modeling.
CoRR
Patrick Abels, Zahra Ahmadi, Sophie Burkhardt, Benjamin Schiller, Iryna Gurevych, Stefan Kramer
2021 J jnl
Fog-based healthcare systems: A systematic review.
Multim. Tools Appl.
Zahra Ahmadi, Mostafa Haghi Kashani, Mohammad Nikravan, Ebrahim Mahdipour
2021 — conf
On the Impact of Dataset Size: A Twitter Classification Case Study.
WI/IAT
Thi-Huyen Nguyen, Hoang H. Nguyen, Zahra Ahmadi, Tuan-Anh Hoang, Thanh-Nam Doan
2021 J jnl
Rule Extraction From Binary Neural Networks With Convolutional Rules for Model Validation.
Frontiers Artif. Intell.
Sophie Burkhardt, Jannis Brugger, Nicolas Wagner, Zahra Ahmadi, Kristian Kersting, Stefan Kramer
2021 — conf
Topic-Guided Knowledge Graph Construction for Argument Mining.
ICBK
Weichen Li, Patrick Abels, Zahra Ahmadi, Sophie Burkhardt, Benjamin Schiller, Iryna Gurevych, Stefan Kramer
2020 — —
Modeling Recurring Concepts in Single-label and Multi-label Streams.
Zahra Ahmadi
2020 J jnl
Rule Extraction from Binary Neural Networks with Convolutional Rules for Model Validation.
CoRR
Sophie Burkhardt, Jannis Brugger, Nicolas Wagner, Zahra Ahmadi, Kristian Kersting, Stefan Kramer
2019 — conf
Modeling Multi-label Recurrence in Data Streams.
ICBK
Zahra Ahmadi, Stefan Kramer
2018 J jnl
A label compression method for online multi-label classification.
Pattern Recognit. Lett.
Zahra Ahmadi, Stefan Kramer
2018 B conf
Forest of Normalized Trees: Fast and Accurate Density Estimation of Streaming Data.
DSAA
Patrick Rehn, Zahra Ahmadi, Stefan Kramer
2018 J jnl
Modeling recurring concepts in data streams: a graph-based framework.
Knowl. Inf. Syst.
Zahra Ahmadi, Stefan Kramer
2018 J jnl
Online Multi-Label Classification: A Label Compression Method.
CoRR
Zahra Ahmadi, Stefan Kramer
2018 — conf
Privacy Preserving Client/Vertical-Servers Classification.
MIDAS/PAP@PKDD/ECML
Derian Boer, Zahra Ahmadi, Stefan Kramer
2018 B conf
Towards Bankruptcy Prediction: Deep Sentiment Mining to Detect Financial Distress from Business Management Reports.
DSAA
Zahra Ahmadi, Peter Martens, Christopher Koch, Thomas Gottron, Stefan Kramer
2017 B conf
An In-Depth Experimental Comparison of RNTNs and CNNs for Sentence Modeling.
DS
Zahra Ahmadi, Marcin Skowron, Aleksandrs Stier, Stefan Kramer
2017 — conf
To Parse or Not to Parse: An Experimental Comparison of RNTNs and CNNs for Sentiment Analysis.
EMSASW@ESWC
Zahra Ahmadi, Aleksandrs Stier, Marcin Skowron, Stefan Kramer
2014 A conf
Constrained Latent Dirichlet Allocation for Subgroup Discovery with Topic Rules.
ECAI
Rui Li, Zahra Ahmadi, Stefan Kramer
2014 A* conf
Prototype-based learning on concept-drifting data streams.
KDD
Junming Shao, Zahra Ahmadi, Stefan Kramer
2013 — conf
Using a Classifier Pool in Accuracy Based Tracking of Recurring Concepts in Data Stream Classification.
LWA
Mohammad Javad Hosseini, Zahra Ahmadi, Hamid Beigy
2013 J jnl
Using a classifier pool in accuracy based tracking of recurring concepts in data stream classification.
Evol. Syst.
Mohammad Javad Hosseini, Zahra Ahmadi, Hamid Beigy
2012 B conf
New Management Operations on Classifiers Pool to Track Recurring Concepts.
DaWaK
Mohammad Javad Hosseini, Zahra Ahmadi, Hamid Beigy
2012 — conf
Semi-supervised Ensemble Learning of Data Streams in the Presence of Concept Drift.
HAIS (2)
Zahra Ahmadi, Hamid Beigy
2011 — conf
Pool and Accuracy Based Stream Classification: A New Ensemble Algorithm on Data Stream Classification Using Recurring Concepts Detection.
ICDM Workshops
Mohammad Javad Hosseini, Zahra Ahmadi, Hamid Beigy