Szymon Wilk

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 52

Top Venues

AMIA

J. Biomed. Informatics

AIME

CoRR

Publications

Alexandra Kogan, Roy Leizer, Szymon Wilk, David Glasspool
A Hybrid Execution Environment for Computer-Interpretable Guidelines in PROforma. CoRR (2024)
Martin Michalowski, Szymon Wilk, Wojtek Michalowski, Malvika Rao, Marc Carrier
Provision and evaluation of explanations within an automated planning-based approach to solving the multimorbidity problem. J. Biomed. Informatics 156 (2024)
Mor Peleg, Nicole Veggiotti, Lucia Sacchi, Szymon Wilk
How can we reward you? A compliance and reward ontology (CaRO) for eliciting quantitative reward rules for engagement in mHealth app and healthy behaviors. J. Biomed. Informatics 154 (2024)
Martin Michalowski, Szymon Wilk, Jenny M. Bauer, Marc Carrier, Aurelien Delluc, Grégoire Le Gal, Tzu-Fei Wang, Deborah Siegal, Wojtek Michalowski
Manually-Curated Versus LLM-Generated Explanations for Complex Patient Cases: An Exploratory Study with Physicians. AIME (2) (2024)
Aneta Lisowska, Szymon Wilk, Laura Locati, Mimma Rizzo, Lucia Sacchi, Silvana Quaglini, Matteo Terzaghi, Valentina Tibollo, Mor Peleg
Defining Effective Engagement For Enhancing Cancer Patients' Well-being with Mobile Digital Behavior Change Interventions. CoRR (2024)
Aneta Lisowska, Szymon Wilk, Mor Peleg
Personalizing Digital Health Behavior Change Interventions using Machine Learning and Domain Knowledge. CoRR (2023)
William Van Woensel, Samson W. Tu, Wojtek Michalowski, Syed Sibte Raza Abidi, Samina Abidi, José Ramón Alonso, Alessio Bottrighi, Marc Carrier, Ruth Edry, Irit Hochberg, Malvika Rao, Stephen P. Kingwell, Alexandra Kogan, Mar Marcos, Begoña Martínez-Salvador, Martin Michalowski, Luca Piovesan, David Riaño, Paolo Terenziani, Szymon Wilk, Mor Peleg
A community-of-practice-based evaluation methodology for knowledge intensive computational methods and its application to multimorbidity decision support. J. Biomed. Informatics 142 (2023)
Martin Michalowski, Malvika Rao, Szymon Wilk, Wojtek Michalowski, Marc Carrier
Using graph rewriting to operationalize medical knowledge for the revision of concurrently applied clinical practice guidelines. Artif. Intell. Medicine 140 (2023)
Enea Parimbelli, Tommaso Mario Buonocore, Giovanna Nicora, Wojtek Michalowski, Szymon Wilk, Riccardo Bellazzi
Why did AI get this one wrong? - Tree-based explanations of machine learning model predictions. Artif. Intell. Medicine 135 (2023)
Antonio Zaitoun, Tomer Sagi, Szymon Wilk, Mor Peleg
Can Large Language Models Augment a Biomedical Ontology with missing Concepts and Relations? CoRR (2023)
Elske Ammenwerth, Szymon Wilk, Zhengxing Huang
Personalization in mHealth: Innovative informatics methods to improve patient experience and health outcome. J. Biomed. Informatics 147 (2023)
Aneta Lisowska, Szymon Wilk, Mor Peleg
SATO (IDEAS expAnded wiTh BCIO): Workflow for designers of patient-centered mobile health behaviour change intervention applications. J. Biomed. Informatics 138 (2023)
Miriam Seoane Santos, Pedro Henriques Abreu, Nathalie Japkowicz, Alberto Fernández, Carlos Soares, Szymon Wilk, João A. M. Santos
On the joint-effect of class imbalance and overlap: a critical review. Artif. Intell. Rev. 55 (8) (2022)
Anam Haq, Szymon Wilk, Alberto Abelló
Comparision of Models Built Using AutoML and Data Fusion. ADBIS (2022)
Aneta Lisowska, Shiri Lavy, Szymon Wilk, Mor Peleg
How to Improve Digital Wellbeing Interventions? Preliminary Study of Factors Affecting Intervention Engagement, Impact, and Habit Formation. AMIA (2022)
Malvika Rao, Martin Michalowski, Szymon Wilk, Wojtek Michalowski, Amanda Coles, Marc Carrier
Towards an AI Planning-Based Pipeline for the Management of Multimorbid Patients. AIME (2022)
Aneta Lisowska, Szymon Wilk, Mor Peleg
What do you need to consider when designing mobile health intervention? CoRR (2022)
Elske Ammenwerth, Szymon Wilk, Zhengxing Huang
Personalization in mHealth: Innovative informatics methods to improve patient experience and health outcome. J. Biomed. Informatics 133 (2022)
Aneta Lisowska, Szymon Wilk, Mor Peleg
From Personalized Timely Notification to Healthy Habit Formation: a Feasibility Study of Reinforcement Learning Approaches on Synthetic Data. SMARTERCARE@AI*IA (2021)
Enea Parimbelli, Szymon Wilk, Ronald Cornet, Pawel Sniatala, K. Sniatala, S. L. C. Glaser, Itske Fraterman, Annelies H. Boekhout, Manuel Ottaviano, Mor Peleg
A review of AI and Data Science support for cancer management. Artif. Intell. Medicine 117 (2021)
Aneta Lisowska, Szymon Wilk, Mor Peleg
Catching Patient's Attention at the Right Time to Help Them Undergo Behavioural Change: Stress Classification Experiment from Blood Volume Pulse. AIME (2021)
Martin Michalowski, Szymon Wilk, Wojtek Michalowski, Marc Carrier
MitPlan: A planning approach to mitigating concurrently applied clinical practice guidelines. Artif. Intell. Medicine 112 (2021)
Francesca Polce, Giordano Lanzola, Matteo Gabetta, Enea Parimbelli, Szymon Wilk, David Glasspool, Roy Leizer, Alexandra Kogan, Silvana Quaglini
The Case Manager: Driving Medical Reasoning in a Distributed Environment for Home Patient Monitoring. MIE (2021)
Aneta Lisowska, Szymon Wilk, Mor Peleg
Is it a good time to survey you? Cognitive load classification from blood volume pulse. CBMS (2021)
Aneta Lisowska, Shiri Lavy, Szymon Wilk, Mor Peleg
Personality and Habit Formation: Is There a Link? SMARTERCARE@AI*IA (2021)
Martin Michalowski, Malvika Rao, Szymon Wilk, Wojtek Michalowski, Marc Carrier
MitPlan 2.0: Enhanced Support for Multi-morbid Patient Management Using Planning. AIME (2021)
Enea Parimbelli, Giovanna Nicora, Szymon Wilk, Wojtek Michalowski, Riccardo Bellazzi
Tree-based local explanations of machine learning model predictions, AraucanaXAI. CoRR (2021)
Enea Parimbelli, Matteo Gabetta, Giordano Lanzola, Francesca Polce, Szymon Wilk, David Glasspool, Alexandra Kogan, Roy Leizer, Vitali Gisko, Nicole Veggiotti, Silvia Panzarasa, Rowdy de Groot, Manuel Ottaviano, Lucia Sacchi, Ronald Cornet, Mor Peleg, Silvana Quaglini
CAncer PAtients Better Life Experience (CAPABLE) First Proof-of-Concept Demonstration. AIME (2021)
Dympna O'Sullivan, William Van Woensel, Szymon Wilk, Samson W. Tu, Wojtek Michalowski, Samina Abidi, Marc Carrier, Ruth Edry, Irit Hochberg, Stephen P. Kingwell, Alexandra Kogan, Martin Michalowski, Hugh O'Sullivan, Mor Peleg
Towards a framework for comparing functionalities of multimorbidity clinical decision support: A literature-based feature set and benchmark cases. AMIA (2021)
Andrius Budrionis, Magda Miara, Piotr Miara, Szymon Wilk, Johan Gustav Bellika
Benchmarking PySyft Federated Learning Framework on MIMIC-III Dataset. IEEE Access 9 (2021)
David Riaño, Szymon Wilk, Annette ten Teije
Preface: AIME 2019. Artif. Intell. Medicine 115 (2021)
Szymon Wilk, Mounira Kezadri-Hamiaz, Daniel Amyot, Wojtek Michalowski, Craig E. Kuziemsky, Nihan Çatal, Daniela Rosu, Marc Carrier, Randy Giffen
An ontology-driven framework to support the dynamic formation of an interdisciplinary healthcare team. Int. J. Medical Informatics 136 (2020)
Miriam Seoane Santos, Pedro Henriques Abreu, Szymon Wilk, João A. M. Santos
How distance metrics influence missing data imputation with k-nearest neighbours. Pattern Recognit. Lett. 136 (2020)
Miriam Seoane Santos, Pedro H. Abreu, Szymon Wilk, João A. M. Santos
Assessing the Impact of Distance Functions on K-Nearest Neighbours Imputation of Biomedical Datasets. AIME (2020)
Martin Michalowski, Szymon Wilk, Wojtek Michalowski, Marc Carrier
MitPlan: A Planning Approach to Mitigating Concurrently Applied Clinical Practice Guidelines. AIME (2019)
Anam Haq, Szymon Wilk, Alberto Abelló
Fusion of clinical data: A case study to predict the type of treatment of bone fractures. Int. J. Appl. Math. Comput. Sci. 29 (1) (2019)
Enea Parimbelli, Szymon Wilk, Dympna O'Sullivan, Stephen P. Kingwell, Wojtek Michalowski, Martin Michalowski
How Do Spinal Surgeons Perceive The Impact of Factors Used in Post-Surgical Complication Risk Scores? AMIA (2019)
Enea Parimbelli, Szymon Wilk, Stephen P. Kingwell, Pavel Andreev, Wojtek Michalowski
Shared Decision-Making Ontology for a Healthcare Team Executing a Workflow, an Instantiation for Metastatic Spinal Cord Compression Management. AMIA (2018)
Anam Haq, Szymon Wilk
Application of Structural and Textural Features from X-ray Images to Predict the Type of Bone Fracture Treatment. DOLAP (2018)
Martin Michalowski, Szymon Wilk, Wojtek Michalowski, Marc Carrier
Representing Drug Classes for Mitigating Concurrently Applied CPGs. AMIA (2018)
Mor Peleg, Wojtek Michalowski, Szymon Wilk, Enea Parimbelli, Silvia Bonaccio, Dympna O'Sullivan, Martin Michalowski, Silvana Quaglini, Marc Carrier
Ideating Mobile Health Behavioral Support for Compliance to Therapy for Patients with Chronic Disease: A Case Study of Atrial Fibrillation Management. J. Medical Syst. 42 (11) (2018)
Martin Michalowski, Wojtek Michalowski, Szymon Wilk, Dympna O'Sullivan, Marc Carrier
AFGuide System to Support Personalized Management of Atrial Fibrillation. AAAI Workshops (2017)
Szymon Wilk, Martin Michalowski, Wojtek Michalowski, Daniela Rosu, Marc Carrier, Mounira Kezadri-Hamiaz
Comprehensive mitigation framework for concurrent application of multiple clinical practice guidelines. J. Biomed. Informatics 66 (2017)
Szymon Wilk, Adi Fux, Martin Michalowski, Mor Peleg, Pnina Soffer
Using Constraint Logic Programming for the Verification of Customized Decision Models for Clinical Guidelines. AIME (2017)
Anam Haq, Szymon Wilk
Fusion of Clinical Data: A Case Study to Predict the Type of Treatment of Bone Fractures. ADBIS (Short Papers and Workshops) (2017)
Szymon Wojciechowski, Szymon Wilk, Jerzy Stefanowski
An Algorithm for Selective Preprocessing of Multi-class Imbalanced Data. CORES (2017)
Nihan Çatal, Daniel Amyot, Wojtek Michalowski, Mounira Kezadri-Hamiaz, Malak Baslyman, Szymon Wilk, Randy Giffen
Supporting process execution by interdisciplinary healthcare teams: Middleware design for IBM BPM. EUSPN/ICTH (2017)
Monica Anderson, Roman Barták, John S. Brownstein, David L. Buckeridge, Hoda Eldardiry, Christopher W. Geib, Maria L. Gini, Aaron Isaksen, Sarah Keren, Robert Laddaga, Viliam Lisý, Rodney Martin, David R. Martinez, Martin Michalowski, Loizos Michael, Reuth Mirsky, Thanh Hai Nguyen, Michael J. Paul, Enrico Pontelli, Scott Sanner, Arash Shaban-Nejad, Arunesh Sinha, Shirin Sohrabi, Kumar Sricharan, Biplav Srivastava, Mark Stefik, William W. Streilein, Nathan R. Sturtevant, Kartik Talamadupula, Michael Thielscher, Julian Togelius, Tran Cao Son, Long Tran-Thanh, Neal Wagner, Byron C. Wallace, Szymon Wilk, Jichen Zhu
Reports of the Workshops of the Thirty-First AAAI Conference on Artificial Intelligence. AI Mag. 38 (3) (2017)
Szymon Wilk, Dympna O'Sullivan, Mounira Kezadri-Hamiaz, Craig E. Kuziemsky, Daniela Rosu, Wojtek Michalowski, Michael Fung Kee Fung
Aligning Interdisciplinary Healthcare Team Behavior with Workflow Execution: An Example of a Radical Prostatectomy Workflow. CBMS (2016)
Szymon Wilk, Mounira Kezadri-Hamiaz, Daniela Rosu, Craig E. Kuziemsky, Wojtek Michalowski, Daniel Amyot, Marc Carrier
Using Semantic Components to Represent Dynamics of an Interdisciplinary Healthcare Team in a Multi-Agent Decision Support System. J. Medical Syst. 40 (2) (2016)
Szymon Wilk, Jerzy Stefanowski, Szymon Wojciechowski, Ken J. Farion, Wojtek Michalowski
Application of Preprocessing Methods to Imbalanced Clinical Data: An Experimental Study. ITIB (1) (2016)
Tomasz Lukaszewski, Szymon Wilk
Classification with test costs and background knowledge. Knowl. Based Syst. 92 (2016)
Mounira Kezadri-Hamiaz, Daniela Rosu, Szymon Wilk, Craig E. Kuziemsky, Wojtek Michalowski, Marc Carrier
A Framework for Modeling Workflow Execution by an Interdisciplinary Healthcare Team. MedInfo (2015)
Martin Michalowski, Szymon Wilk, Daniela Rosu, Mounira Kezadri, Wojtek Michalowski, Marc Carrier
Expanding a First-Order Logic Mitigation Framework to Handle Multimorbid Patient Preferences. AMIA (2015)
Szymon Wilk, Martin Michalowski, Xing Tan, Wojtek Michalowski
Using First-Order Logic to Represent Clinical Practice Guidelines and to Mitigate Adverse Interactions. KR4HC@VSL (2014)
Craig E. Kuziemsky, Davood Astaraky, Szymon Wilk, Wojtek Michalowski, Pavel Andreev
A Framework for Incorporating Patient Preferences to Deliver Participatory Medicine via Interdisciplinary Healthcare Teams. AMIA (2014)
Tomasz Lukaszewski, Szymon Wilk
Sequential Classification by Exploring Levels of Abstraction. KES (2014)
Szymon Wilk, Davood Astaraky, Wojtek Michalowski, Daniel Amyot, Runzhuo Li, Craig E. Kuziemsky, Pavel Andreev
MET4: Supporting Workflow Execution for Interdisciplinary Healthcare Teams. Business Process Management Workshops (2014)
Martin Michalowski, Szymon Wilk, Xing Tan, Wojtek Michalowski
First-Order Logic Theory for Manipulating Clinical Practice Guidelines Applied to Comorbid Patients: A Case Study. AMIA (2014)
Martin Michalowski, Szymon Wilk, Wojtek Michalowski, Xing Tan, Daniela Rosu
Using First-Order Logic to Represent Clinical Practice Guidelines and to Mitigate Adverse Interactions. AAAI Fall Symposia (2014)
Tomasz Lukaszewski, Jedrzej Potoniec, Szymon Wilk
Hypothesis-Driven Interactive Classification Based on AVO. ICMMI (2013)
Dympna O'Sullivan, Szymon Wilk, Wojtek Michalowski, Ken Farion
Using PICO to Align Medical Evidence with MDs Decision Making Models. MedInfo (2013)
Szymon Wilk, Martin Michalowski, Wojtek Michalowski, Ken Farion, Di Lin, Marisela Mainegra Hing, Subhra Mohapatra
Clinical Practice Guidelines and Comorbid Diseases: A MiniZinc Representation of Guideline Models for Mitigating Adverse Interactions. MedInfo (2013)
Martin Michalowski, Szymon Wilk, Wojtek Michalowski, Di Lin, Ken Farion, Subhra Mohapatra
Using Constraint Logic Programming to Implement Iterative Actions and Numerical Measures during Mitigation of Concurrently Applied Clinical Practice Guidelines. AIME (2013)
Szymon Wilk, Wojtek Michalowski, Martin Michalowski, Ken Farion, Marisela Mainegra Hing, Subhra Mohapatra
Mitigation of adverse interactions in pairs of clinical practice guidelines using constraint logic programming. J. Biomed. Informatics 46 (2) (2013)
Jerzy Blaszczynski, Magdalena Deckert, Jerzy Stefanowski, Szymon Wilk
IIvotes ensemble for imbalanced data. Intell. Data Anal. 16 (5) (2012)
Bartosz Kukawka, Szymon Wilk
Indexing and Retrieval of Medical Resources for a Telemedical Platform. ITIB (2012)
William Klement, Szymon Wilk, Wojtek Michalowski, Ken Farion, Martin H. Osmond, Vedat Verter
Predicting the need for CT imaging in children with minor head injury using an ensemble of Naive Bayes classifiers. Artif. Intell. Medicine 54 (3) (2012)
Dympna O'Sullivan, Szymon Wilk, Wojtek Michalowski, Roman Slowinski, Roland Thomas, Ken Farion
Discovering the Preferences of Physicians with Regards to Rank-Ordered Medical Documents. IPMU (3) (2012)
Jelber Sayyad-Shirabad, Szymon Wilk, Wojtek Michalowski, Ken Farion
Implementing an Integrative Multi-agent Clinical Decision Support System with Open Source Software. J. Medical Syst. 36 (1) (2012)
Martin Michalowski, Marisela Mainegra Hing, Szymon Wilk, Wojtek Michalowski, Ken Farion
A Constraint Logic Programming Approach to Identifying Inconsistencies in Clinical Practice Guidelines for Patients with Comorbidity. AIME (2011)
William Klement, Szymon Wilk, Wojtek Michalowski, Stan Matwin
Classifying Severely Imbalanced Data. Canadian Conference on AI (2011)
Jerzy Blaszczynski, Magdalena Deckert, Jerzy Stefanowski, Szymon Wilk
Integrating Selective Pre-processing of Imbalanced Data with Ivotes Ensemble. RSCTC (2010)
William Klement, Szymon Wilk, Martin Michalowski, Ken Farion
Experienced Physicians and Automatic Generation of Decision Rules from Clinical Data. RSCTC (2010)
Szymon Wilk, Wojtek Michalowski, Ken Farion, Jelber Sayyad-Shirabad
MET3-AE System to Support Management of Pediatric Asthma Exacerbation in the Emergency Department. MedInfo (2010)
Marisela Mainegra Hing, Martin Michalowski, Szymon Wilk, Wojtek Michalowski, Ken Farion
Identifying inconsistencies in multiple clinical practice guidelines for a patient with co-morbidity. BIBM Workshops (2010)
Ken Farion, Wojtek Michalowski, Szymon Wilk, Dympna O'Sullivan, Stan Matwin
A Tree-Based Decision Model to Support Prediction of the Severity of Asthma Exacerbations in Children. J. Medical Syst. 34 (4) (2010)
Dympna O'Sullivan, Wojtek Michalowski, Martin Michalowski, Szymon Wilk, Ken Farion
Representing clinical documents to support automatic retrieval of evidence from the Cochrane Library. BIBM Workshops (2010)
Dympna O'Sullivan, Szymon Wilk, Wojtek Michalowski, Ken Farion
Automatic indexing and retrieval of encounter-specific evidence for point-of-care support. J. Biomed. Informatics 43 (4) (2010)
Krystyna Napierala, Jerzy Stefanowski, Szymon Wilk
Learning from Imbalanced Data in Presence of Noisy and Borderline Examples. RSCTC (2010)
Michael J. Hine, Ken Farion, Wojtek Michalowski, Szymon Wilk
Decision Making by Emergency Room Physicians and Residents: Implications for the Design of Clinical Decision Support Systems. Int. J. Heal. Inf. Syst. Informatics 4 (2) (2009)
Ken Farion, Wojtek Michalowski, Steven Rubin, Szymon Wilk, Rhonda Correll, Isabelle Gaboury
Prospective evaluation of the MET-AP system providing triage plans for acute pediatric abdominal pain. Int. J. Medical Informatics 77 (3) (2008)
Jerzy Stefanowski, Szymon Wilk
Selective Pre-processing of Imbalanced Data for Improving Classification Performance. DaWaK (2008)
Szymon Wilk, Wojtek Michalowski, Dympna O'Sullivan, Ken Farion, Stan Matwin
Engineering of a Clinical Decision Support Framework for the Point of Care Use. AMIA (2008)
Craig E. Kuziemsky, Dympna O'Sullivan, Wojtek Michalowski, Szymon Wilk, Ken Farion
A Constraint Satisfaction Approach to Data-Driven Implementation of Clinical Practice Guidelines. AMIA (2008)
Wojtek Michalowski, Marta Kersten, Szymon Wilk, Roman Slowinski
Designing man-machine interactions for mobile clinical systems: MET triage support using Palm handhelds. Eur. J. Oper. Res. 177 (3) (2007)
Dympna O'Sullivan, Ken Farion, Stan Matwin, Wojtek Michalowski, Szymon Wilk
A Concept-Based Framework for Retrieving Evidence to Support Emergency Physician Decision Making at the Point of Care. K4CARE (2007)
Dympna O'Sullivan, William Elazmeh, Szymon Wilk, Ken Farion, Stan Matwin, Wojtek Michalowski, Morvarid Sehatkar
Using Secondary Knowledge to Support Decision Tree Classification of Retrospective Clinical Data. MCD (2007)
Jerzy Blaszczynski, Michal Kosiedowski, Cezary Mazurek, Szymon Wilk
Ontologies for Knowledge Modeling and Creating User Interface in the Framework of Telemedical Portal. ECEH (2006)
Jerzy Stefanowski, Szymon Wilk
Rough Sets for Handling Imbalanced Data: Combining Filtering and Rule-based Classifiers. Fundam. Informaticae 72 (1-3) (2006)
Wojtek Michalowski, Szymon Wilk, Anthony Thijssen, Mingmei Li
Bayesian Belief Network Model of the Radical Prostatectomy Pathway. HICSS (2006)
Ken Farion, Michael J. Hine, Wojtek Michalowski, Szymon Wilk
Decision Making by Emergency Room Physicians and Residents: Results From a Clinical Trial. AMCIS (2006)
Ken Farion, Wojtek Michalowski, Szymon Wilk
Developing a Decision Model for Asthma Exacerbations: Combining Rough Sets and Expert-Driven Selection of Clinical Attributes. RSCTC (2006)
Jerzy Blaszczynski, Ken Farion, Wojtek Michalowski, Szymon Wilk, Steven Rubin, Dawid Weiss
Mining Clinical Data: Selecting Decision Support Algorithm for the MET-AP System. AIME (2005)
Jerzy W. Grzymala-Busse, Jerzy Stefanowski, Szymon Wilk
A Comparison of Two Approaches to Data Mining from Imbalanced Data. J. Intell. Manuf. 16 (6) (2005)
Szymon Wilk, Roman Slowinski, Wojtek Michalowski, Salvatore Greco
Supporting triage of children with abdominal pain in the emergency room. Eur. J. Oper. Res. 160 (3) (2005)
Ken Farion, Wojtek Michalowski, Roman Slowinski, Szymon Wilk, Steven Rubin
Rough Set Methodology in Clinical Practice: Controlled Hospital Trial of the MET System. Rough Sets and Current Trends in Computing (2004)
Wojtek Michalowski, Steven Rubin, Roman Slowinski, Szymon Wilk
Triage of Acute Abdominal Pain in Childhood: Clinical Use of a Palm Handheld in a Pediatric Emergency Department. HICSS (2004)
Jerzy W. Grzymala-Busse, Jerzy Stefanowski, Szymon Wilk
A Comparison of Two Approaches to Data Mining from Imbalanced Data. KES (2004)
Wojtek Michalowski, Roman Slowinski, Szymon Wilk
Mobile Emergency Triage Support System. AAAI (2004)

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Publication Activity (10 Years)

Top Topics

Top Venues

Szymon Wilk