Panagiotis Papapetrou

162 papers A* 7A 2B 37C 1Misc 4Journal 57Unranked 50

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	CHiL(L)Grader: Calibrated Human-in-the-Loop Short-Answer Grading. CoRR Pranav Raikote, Korbinian Randl, Ioanna Miliou, Athanasios Lakes, Panagiotis Papapetrou
2026	J	`jnl`	Multimodal Machine Learning for Early Prediction of Metastasis in a Swedish Multi-Cancer Cohort. CoRR Franco Rugolon, Korbinian Randl, Braslav Jovanovic, Ioanna Miliou, Panagiotis Papapetrou
2025	—	`conf`	A Meta-model for Integrating Explainable Forecasting with Digital Twins. CAiSE Workshops Tim Kreuzer, Panagiotis Papapetrou, Jelena Zdravkovic
2025	J	`jnl`	Conditioned fully convolutional denoising autoencoder for multi-target NILM. Neural Comput. Appl. Diego García-Pérez, Daniel Pérez, Panagiotis Papapetrou, Ignacio Díaz Blanco, Abel A. Cuadrado, José M. Enguita, Manuel Domínguez
2025	—	`conf`	EXTREMUM: A Web-Based Tool to Generate and Explore Counterfactual Explanations on Tabular and Time-Series Data. ECML/PKDD (10) Athanasios Lakes, Luis Quintero, Panagiotis Papapetrou
2025	J	`jnl`	Efficient Generalized Temporal Pattern Mining in Time Series Using Mutual Information. IEEE Trans. Knowl. Data Eng. Van Long Ho, Nguyen Ho, Torben Bach Pedersen, Panagiotis Papapetrou
2025	J	`jnl`	PAX-TS: Model-agnostic multi-granular explanations for time series forecasting via localized perturbations. CoRR Tim Kreuzer, Jelena Zdravkovic, Panagiotis Papapetrou
2025	J	`jnl`	Personalized Feature Importance Ranking for Affect Recognition From Behavioral and Physiological Data. IEEE Trans. Games Luis Quintero, Uno Fors, Panagiotis Papapetrou
2025	J	`jnl`	Subgroup fairness based on shared counterfactuals. Knowl. Inf. Syst. Alejandro Kuratomi, Zed Lee, Panayiotis Tsaparas, Evaggelia Pitoura, Tony Lindgren, Guilherme Dinis Junior, Panagiotis Papapetrou
2025	J	`jnl`	Unpacking the trend: decomposition as a catalyst to enhance time series forecasting models. Data Min. Knowl. Discov. Tim Kreuzer, Jelena Zdravkovic, Panagiotis Papapetrou
2025	—	`conf`	X4FL: Explainability for Federated Learning in ICU Mortality Prediction. ICDM (Workshops) Lena Mondrejevski, Ioanna Miliou, Annaclaudia Montanino, Claudius Diez, Panagiotis Papapetrou
2024	B	`conf`	AI Explainability Methods in Digital Twins: A Model and a Use Case. EDOC Tim Kreuzer, Panagiotis Papapetrou, Jelena Zdravkovic
2024	—	`ed.`	Advances in Intelligent Data Analysis XXII - 22nd International Symposium on Intelligent Data Analysis, IDA 2024, Stockholm, Sweden, April 24-26, 2024, Proceedings, Part I IDA (1) Ioanna Miliou, Nico Piatkowski, Panagiotis Papapetrou
2024	—	`ed.`	Advances in Intelligent Data Analysis XXII - 22nd International Symposium on Intelligent Data Analysis, IDA 2024, Stockholm, Sweden, April 24-26, 2024, Proceedings, Part II IDA (2) Ioanna Miliou, Nico Piatkowski, Panagiotis Papapetrou
2024	J	`jnl`	Artificial intelligence in digital twins - A systematic literature review. Data Knowl. Eng. Tim Kreuzer, Panagiotis Papapetrou, Jelena Zdravkovic
2024	B	`conf`	COMET: Constrained Counterfactual Explanations for Patient Glucose Multivariate Forecasting. CBMS Zhendong Wang, Isak Samsten, Ioanna Miliou, Panagiotis Papapetrou
2024	A*	`conf`	CounterFair: Group Counterfactuals for Bias Detection, Mitigation and Subgroup Identification. ICDM Alejandro Kuratomi, Zed Lee, Panayiotis Tsaparas, Guilherme Dinis Junior, Evaggelia Pitoura, Tony Lindgren, Panagiotis Papapetrou
2024	J	`jnl`	Glacier: guided locally constrained counterfactual explanations for time series classification. Mach. Learn. Zhendong Wang, Isak Samsten, Ioanna Miliou, Rami Mochaourab, Panagiotis Papapetrou
2024	J	`jnl`	Ijuice: integer JUstIfied counterfactual explanations. Mach. Learn. Alejandro Kuratomi, Ioanna Miliou, Zed Lee, Tony Lindgren, Panagiotis Papapetrou
2024	B	`conf`	Interpretable Caries Development Prediction with Event Intervals. CBMS Zed Lee, Álfheidur Ástvaldsdóttir, Hans Sandberg, Panagiotis Papapetrou, Uno Fors
2024	B	`conf`	Interpretable and Explainable Time Series Mining. DSAA Panagiotis Papapetrou, Zed Lee
2024	J	`jnl`	M-ClustEHR: A multimodal clustering approach for electronic health records. Artif. Intell. Medicine Maria Bampa, Ioanna Miliou, Braslav Jovanovic, Panagiotis Papapetrou
2024	B	`conf`	MASICU: A Multimodal Attention-based classifier for Sepsis mortality prediction in the ICU. CBMS Lena Mondrejevski, Franco Rugolon, Ioanna Miliou, Panagiotis Papapetrou
2024	—	`ed.`	Proceedings of the Workshop on Explainable AI for Time Series and Data Streams (TempXAI 2024) co-located with The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2024), Vilnius, Lithuania, September 9th, 2024. TempXAI@PKDD/ECML Zahraa S. Abdallah, Fabian Fumagalli, Barbara Hammer, Eyke Hüllermeier, Matthias Jakobs, Emmanuel Müller, Maximilian Muschalik, Panagiotis Papapetrou, Amal Saadallah, George Tzagkarakis
2024	J	`jnl`	Z-Time: efficient and effective interpretable multivariate time series classification. Data Min. Knowl. Discov. Zed Lee, Tony Lindgren, Panagiotis Papapetrou
2023	—	`conf`	A Workflow for Creating Multimodal Machine Learning Models for Metastasis Predictions in Melanoma Patients. PKDD/ECML Workshops (4) Franco Rugolon, Korbinian Randl, Maria Bampa, Panagiotis Papapetrou
2023	J	`jnl`	An End-to-End Workflow using Topic Segmentation and Text Summarisation Methods for Improved Podcast Comprehension. CoRR Andrew Aquilina, Sean Diacono, Panagiotis Papapetrou, Maria Movin
2023	—	`conf`	Conditioned Fully Convolutional Denoising Autoencoder for Energy Disaggregation. AIAI (Workshops) Diego García-Pérez, Daniel Pérez, Panagiotis Papapetrou, Ignacio Díaz Blanco, Abel A. Cuadrado, José María Enguita, Ana González-Muñiz, Manuel Domínguez
2023	A*	`conf`	Counterfactual Explanations for Time Series Forecasting. ICDM Zhendong Wang, Ioanna Miliou, Isak Samsten, Panagiotis Papapetrou
2023	J	`jnl`	Counterfactual Explanations for Time Series Forecasting. CoRR Zhendong Wang, Ioanna Miliou, Isak Samsten, Panagiotis Papapetrou
2023	J	`jnl`	Efficient Generalized Temporal Pattern Mining in Big Time Series Using Mutual Information. CoRR Van Long Ho, Nguyen Ho, Torben Bach Pedersen, Panagiotis Papapetrou
2023	B	`conf`	Enterprise Modeling for Machine Learning: Case-Based Analysis and Initial Framework Proposal. RCIS Dominik Bork, Panagiotis Papapetrou, Jelena Zdravkovic
2023	B	`conf`	Explaining Black Box Reinforcement Learning Agents Through Counterfactual Policies. IDA Maria Movin, Guilherme Dinis Junior, Jaakko Hollmén, Panagiotis Papapetrou
2023	B	`conf`	ORANGE: Opposite-label soRting for tANGent Explanations in heterogeneous spaces. DSAA Alejandro Kuratomi, Zed Lee, Ioanna Miliou, Tony Lindgren, Panagiotis Papapetrou
2023	J	`jnl`	Style-transfer counterfactual explanations: An application to mortality prevention of ICU patients. Artif. Intell. Medicine Zhendong Wang, Isak Samsten, Vasiliki Kougia, Panagiotis Papapetrou
2023	—	`conf`	Unveiling Driver Modules in Lung Cancer: A Clustering-Based Gene-Gene Interaction Network Analysis. PKDD/ECML Workshops (4) Golnaz Taheri, Marcell Szalai, Mahnaz Habibi, Panagiotis Papapetrou
2022	—	`conf`	A Workflow for Generating Patient Counterfactuals in Lung Transplant Recipients. PKDD/ECML Workshops (2) Franco Rugolon, Maria Bampa, Panagiotis Papapetrou
2022	—	`conf`	Demonstrator on Counterfactual Explanations for Differentially Private Support Vector Machines. ECML/PKDD (6) Rami Mochaourab, Sugandh Sinha, Stanley Greenstein, Panagiotis Papapetrou
2022	J	`jnl`	Energy and Resource Efficiency by User Traffic Prediction and Classification in Cellular Networks. IEEE Trans. Green Commun. Netw. Amin Azari, Fateme Salehi, Panagiotis Papapetrou, Cicek Cavdar
2022	B	`conf`	EpidRLearn: Learning Intervention Strategies for Epidemics with Reinforcement Learning. AIME Maria Bampa, Tobias Fasth, Sindri Magnússon, Panagiotis Papapetrou
2022	—	`conf`	Excite-O-Meter: an Open-Source Unity Plugin to Analyze Heart Activity and Movement Trajectories in Custom VR Environments. VR Workshops Luis Quintero, Panagiotis Papapetrou, John Edison Muñoz, Jeroen De Mooij, Michael Gaebler
2022	B	`conf`	FLICU: A Federated Learning Workflow for Intensive Care Unit Mortality Prediction. CBMS Lena Mondrejevski, Ioanna Miliou, Annaclaudia Montanino, David Pitts, Jaakko Hollmén, Panagiotis Papapetrou
2022	J	`jnl`	FLICU: A Federated Learning Workflow for Intensive Care Unit Mortality Prediction. CoRR Lena Mondrejevski, Ioanna Miliou, Annaclaudia Montanino, David Pitts, Jaakko Hollmén, Panagiotis Papapetrou
2022	—	`conf`	Finding Local Groupings of Time Series. ECML/PKDD (6) Zed Lee, Marco Trincavelli, Panagiotis Papapetrou
2022	B	`conf`	Impact of Dimensionality on Nowcasting Seasonal Influenza with Environmental Factors. IDA Stefany Guarnizo, Ioanna Miliou, Panagiotis Papapetrou
2022	B	`conf`	JUICE: JUstIfied Counterfactual Explanations. DS Alejandro Kuratomi, Ioanna Miliou, Zed Lee, Tony Lindgren, Panagiotis Papapetrou
2022	—	`conf`	Measuring the Burden of (Un)fairness Using Counterfactuals. PKDD/ECML Workshops (1) Alejandro Kuratomi, Evaggelia Pitoura, Panagiotis Papapetrou, Tony Lindgren, Panayiotis Tsaparas
2022	J	`jnl`	Post Hoc Explainability for Time Series Classification: Toward a signal processing perspective. IEEE Signal Process. Mag. Rami Mochaourab, Arun Venkitaraman, Isak Samsten, Panagiotis Papapetrou, Cristian R. Rojas
2022	J	`jnl`	Random subspace and random projection nearest neighbor ensembles for high dimensional data. Expert Syst. Appl. Sampath Deegalla, Keerthi Walgama, Panagiotis Papapetrou, Henrik Boström
2021	B	`conf`	Assessing the Clinical Validity of Attention-based and SHAP Temporal Explanations for Adverse Drug Event Predictions. CBMS Jonathan Rebane, Isak Samsten, Panteleimon Pantelidis, Panagiotis Papapetrou
2021	B	`conf`	Automated Grading of Exam Responses: An Extensive Classification Benchmark. DS Jimmy Ljungman, Vanessa Lislevand, John Pavlopoulos, Alexandra Farazouli, Zed Lee, Panagiotis Papapetrou, Uno Fors
2021	B	`conf`	Automatic and Intelligent Recommendations to Support Students' Self-Regulation. ICALT Muhammad Afzaal, Jalal Nouri, Aayesha Zia, Panagiotis Papapetrou, Uno Fors, Yongchao Wu, Xiu Li, Rebecka Weegar
2021	B	`conf`	Counterfactual Explanations for Survival Prediction of Cardiovascular ICU Patients. AIME Zhendong Wang, Isak Samsten, Panagiotis Papapetrou
2021	B	`conf`	Customized Neural Predictive Medical Text: A Use-Case on Caregivers. AIME John Pavlopoulos, Panagiotis Papapetrou
2021	—	`conf`	Effective Classification of Head Motion Trajectories in Virtual Reality Using Time-Series Methods. AIVR Luis Quintero, Panagiotis Papapetrou, Jaakko Hollmén, Uno Fors
2021	J	`jnl`	Energy and Resource Efficiency by User Traffic Prediction and Classification in Cellular Networks. CoRR Amin Azari, Fateme Salehi, Panagiotis Papapetrou, Cicek Cavdar
2021	J	`jnl`	Explainable AI for Data-Driven Feedback and Intelligent Action Recommendations to Support Students Self-Regulation. Frontiers Artif. Intell. Muhammad Afzaal, Jalal Nouri, Aayesha Zia, Panagiotis Papapetrou, Uno Fors, Yongchao Wu, Xiu Li, Rebecka Weegar
2021	—	`conf`	Generation of Automatic Data-Driven Feedback to Students Using Explainable Machine Learning. AIED (2) Muhammad Afzaal, Jalal Nouri, Aayesha Zia, Panagiotis Papapetrou, Uno Fors, Yongchao Wu, Xiu Li, Rebecka Weegar
2021	J	`jnl`	Guest editorial: Special issue on mining for health. Data Min. Knowl. Discov. Myra Spiliopoulou, Panagiotis Papapetrou
2021	B	`conf`	Learning Time Series Counterfactuals via Latent Space Representations. DS Zhendong Wang, Isak Samsten, Rami Mochaourab, Panagiotis Papapetrou
2021	J	`jnl`	RTEX: A novel framework for ranking, tagging, and explanatory diagnostic captioning of radiography exams. J. Am. Medical Informatics Assoc. Vasiliki Kougia, John Pavlopoulos, Panagiotis Papapetrou, Max Gordon
2021	J	`jnl`	Robust Explanations for Private Support Vector Machines. CoRR Rami Mochaourab, Sugandh Sinha, Stanley Greenstein, Panagiotis Papapetrou
2021	J	`jnl`	SMILE: a feature-based temporal abstraction framework for event-interval sequence classification. Data Min. Knowl. Discov. Jonathan Rebane, Isak Karlsson, Leon Bornemann, Panagiotis Papapetrou
2021	B	`conf`	Sentiment Nowcasting During the COVID-19 Pandemic. DS Ioanna Miliou, John Pavlopoulos, Panagiotis Papapetrou
2021	B	`conf`	Z-Hist: A Temporal Abstraction of Multivariate Histogram Snapshots. IDA Zed Lee, Nicholas Anton, Panagiotis Papapetrou, Tony Lindgren
2020	B	`conf`	A Clustering Framework for Patient Phenotyping with Application to Adverse Drug Events. CBMS Maria Bampa, Panagiotis Papapetrou, Jaakko Hollmén
2020	B	`conf`	Clinical Predictive Keyboard using Statistical and Neural Language Modeling. CBMS John Pavlopoulos, Panagiotis Papapetrou
2020	J	`jnl`	Clinical Predictive Keyboard using Statistical and Neural Language Modeling. CoRR John Pavlopoulos, Panagiotis Papapetrou
2020	J	`jnl`	Corrigendum to 'Learning from heterogeneous temporal data in electronic health records'. [J. Biomed. Inform. 65 (2017) 105-119]. J. Biomed. Informatics Jing Zhao, Panagiotis Papapetrou, Lars Asker, Henrik Boström
2020	B	`conf`	Evaluating Local Interpretable Model-Agnostic Explanations on Clinical Machine Learning Classification Models. CBMS Nesaretnam Barr Kumarakulasinghe, Tobias Blomberg, Jintai Liu, Alexandra Saraiva Leao, Panagiotis Papapetrou
2020	J	`jnl`	Exploiting complex medical data with interpretable deep learning for adverse drug event prediction. Artif. Intell. Medicine Jonathan Rebane, Isak Samsten, Panagiotis Papapetrou
2020	J	`jnl`	Locally and globally explainable time series tweaking. Knowl. Inf. Syst. Isak Karlsson, Jonathan Rebane, Panagiotis Papapetrou, Aristides Gionis
2020	B	`conf`	Mining Disproportional Frequent Arrangements of Event Intervals for Investigating Adverse Drug Events. CBMS Zed Lee, Jonathan Rebane, Panagiotis Papapetrou
2020	—	`conf`	Prediction of Global Navigation Satellite System Positioning Errors with Guarantees. ECML/PKDD (4) Alejandro Kuratomi, Tony Lindgren, Panagiotis Papapetrou
2020	J	`jnl`	RTEX: A novel methodology for Ranking, Tagging, and Explanatory diagnostic captioning of radiography exams. CoRR Vasiliki Kougia, John Pavlopoulos, Panagiotis Papapetrou, Max Gordon
2020	—	`conf`	Z-Embedding: A Spectral Representation of Event Intervals for Efficient Clustering and Classification. ECML/PKDD (1) Zed Lee, Sarunas Girdzijauskas, Panagiotis Papapetrou
2020	A*	`conf`	Z-Miner: An Efficient Method for Mining Frequent Arrangements of Event Intervals. KDD Zed Lee, Tony Lindgren, Panagiotis Papapetrou
2019	—	`ed.`	2019 International Conference on Data Mining Workshops, ICDM Workshops 2019, Beijing, China, November 8-11, 2019 ICDM Workshops Panagiotis Papapetrou, Xueqi Cheng, Qing He
2019	J	`jnl`	A classification framework for exploiting sparse multi-variate temporal features with application to adverse drug event detection in medical records. BMC Medical Informatics Decis. Mak. Francesco Bagattini, Isak Karlsson, Jonathan Rebane, Panagiotis Papapetrou
2019	J	`jnl`	Aggregate-Eliminate-Predict: Detecting Adverse Drug Events from Heterogeneous Electronic Health Records. CoRR Maria Bampa, Panagiotis Papapetrou
2019	B	`conf`	An Investigation of Interpretable Deep Learning for Adverse Drug Event Prediction. CBMS Jonathan Rebane, Isak Karlsson, Panagiotis Papapetrou
2019	B	`conf`	Cellular Traffic Prediction and Classification: A Comparative Evaluation of LSTM and ARIMA. DS Amin Azari, Panagiotis Papapetrou, Stojan Z. Denic, Gunnar Peters
2019	J	`jnl`	Cellular Traffic Prediction and Classification: a comparative evaluation of LSTM and ARIMA. CoRR Amin Azari, Panagiotis Papapetrou, Stojan Z. Denic, Gunnar Peters
2019	Misc	`conf`	Clustering Diagnostic Profiles of Patients. AIAI Jaakko Hollmén, Panagiotis Papapetrou
2019	Misc	`conf`	Example-Based Feature Tweaking Using Random Forests. IRI Tony Lindgren, Panagiotis Papapetrou, Isak Samsten, Lars Asker
2019	Misc	`conf`	FISUL: A Framework for Detecting Adverse Drug Events from Heterogeneous Medical Sources Using Feature Importance. AIAI Corinne G. Allaart, Lena Mondrejevski, Panagiotis Papapetrou
2019	—	`conf`	Implementation of Mobile-Based Real-Time Heart Rate Variability Detection for Personalized Healthcare. ICDM Workshops Luis Quintero, Panagiotis Papapetrou, John Edison Muñoz, Uno Fors
2019	—	`conf`	Mining Adverse Drug Events Using Multiple Feature Hierarchies and Patient History Windows. ICDM Workshops Maria Bampa, Panagiotis Papapetrou
2019	A*	`conf`	Mining and Model Understanding on Medical Data. KDD Myra Spiliopoulou, Panagiotis Papapetrou
2019	—	`conf`	Open-Source Physiological Computing Framework using Heart Rate Variability in Mobile Virtual Reality Applications. AIVR Luis Quintero, Panagiotis Papapetrou, John Edison Muñoz
2019	B	`conf`	User Traffic Prediction for Proactive Resource Management: Learning-Powered Approaches. GLOBECOM Amin Azari, Panagiotis Papapetrou, Stojan Z. Denic, Gunnar Peters
2019	J	`jnl`	User Traffic Prediction for Proactive Resource Management: Learning-Powered Approaches. CoRR Amin Azari, Panagiotis Papapetrou, Stojan Z. Denic, Gunnar Peters
2018	Misc	`conf`	Discovering, selecting and exploiting feature sequence records of study participants for the classification of epidemiological data on hepatic steatosis. SAC Tommy Hielscher, Henry Völzke, Panagiotis Papapetrou, Myra Spiliopoulou
2018	—	`conf`	Explainable Predictions of Adverse Drug Events from Electronic Health Records Via Oracle Coaching. ICDM Workshops Loes Crielaard, Panagiotis Papapetrou
2018	A*	`conf`	Explainable Time Series Tweaking via Irreversible and Reversible Temporal Transformations. ICDM Isak Karlsson, Jonathan Rebane, Panagiotis Papapetrou, Aristides Gionis
2018	J	`jnl`	Explainable time series tweaking via irreversible and reversible temporal transformations. CoRR Isak Karlsson, Jonathan Rebane, Panagiotis Papapetrou, Aristides Gionis
2018	—	`conf`	Exploring epistaxis as an adverse effect of anti-thrombotic drugs and outdoor temperature. PETRA Jaakko Hollmén, Lars Asker, Isak Karlsson, Panagiotis Papapetrou, Henrik Boström, Birgitta Norstedt Wikner, Inger Öhman
2018	—	`conf`	Information-Entropy-Based DNS Tunnel Prediction. IFIP Int. Conf. Digital Forensics Irvin Homem, Panagiotis Papapetrou, Spyridon Dosis
2017	B	`conf`	ABIDE: Querying Time-Evolving Sequences of Temporal Intervals. IDA Orestis Kostakis, Panagiotis Papapetrou
2017	C	`conf`	Conformal Prediction Using Random Survival Forests. ICMLA Henrik Boström, Lars Asker, Ram B. Gurung, Isak Karlsson, Tony Lindgren, Panagiotis Papapetrou
2017	J	`jnl`	Detecting Hierarchical Ties Using Link-Analysis Ranking at Different Levels of Time Granularity. CoRR Hend Kareem, Lars Asker, Panagiotis Papapetrou
2017	J	`jnl`	Entropy-based Prediction of Network Protocols in the Forensic Analysis of DNS Tunnels. CoRR Irvin Homem, Panagiotis Papapetrou, Spyridon Dosis
2017	B	`conf`	KAPMiner: Mining Ordered Association Rules with Constraints. IDA Isak Karlsson, Panagiotis Papapetrou, Lars Asker
2017	J	`jnl`	Learning from heterogeneous temporal data in electronic health records. J. Biomed. Informatics Jing Zhao, Panagiotis Papapetrou, Lars Asker, Henrik Boström
2017	—	`conf`	Mining disproportional itemsets for characterizing groups of heart failure patients from administrative health records. PETRA Isak Karlsson, Panagiotis Papapetrou, Lars Asker, Henrik Boström, Hans E. Persson
2017	J	`jnl`	On searching and indexing sequences of temporal intervals. Data Min. Knowl. Discov. Orestis Kostakis, Panagiotis Papapetrou
2016	B	`conf`	A Multi-Granularity Pattern-Based Sequence Classification Framework for Educational Data. DSAA Mohammad Tareq Jaber, Peter T. Wood, Panagiotis Papapetrou, Ana González-Marcos
2016	B	`ed.`	Advances in Intelligent Data Analysis XV - 15th International Symposium, IDA 2016, Stockholm, Sweden, October 13-15, 2016, Proceedings IDA Henrik Boström, Arno J. Knobbe, Carlos Soares, Panagiotis Papapetrou
2016	J	`jnl`	Clustering with Confidence: Finding Clusters with Statistical Guarantees. CoRR Andreas Henelius, Kai Puolamäki, Henrik Boström, Panagiotis Papapetrou
2016	B	`conf`	Early Random Shapelet Forest. DS Isak Karlsson, Panagiotis Papapetrou, Henrik Boström
2016	—	`conf`	FindMyDoc: a P2P platform disrupting traditional healthcare models and matching patients to doctors. PETRA Myrsini Glinos, Svante Dahlberg, Nikolaos Tselas, Panagiotis Papapetrou
2016	J	`jnl`	Generalized random shapelet forests. Data Min. Knowl. Discov. Isak Karlsson, Panagiotis Papapetrou, Henrik Boström
2016	B	`conf`	Identifying Factors for the Effectiveness of Treatment of Heart Failure: A Registry Study. CBMS Lars Asker, Henrik Boström, Panagiotis Papapetrou, Hans E. Persson
2016	—	`conf`	Learning from Swedish Healthcare Data. PETRA Lars Asker, Panagiotis Papapetrou, Henrik Boström
2016	J	`jnl`	Query-sensitive distance measure selection for time series nearest neighbor classification. Intell. Data Anal. Alexios Kotsifakos, Vassilis Athitsos, Panagiotis Papapetrou
2016	B	`conf`	STIFE: A Framework for Feature-Based Classification of Sequences of Temporal Intervals. DS Leon Bornemann, Jason Lecerf, Panagiotis Papapetrou
2016	—	`conf`	Semigeometric Tiling of Event Sequences. ECML/PKDD (1) Andreas Henelius, Isak Karlsson, Panagiotis Papapetrou, Antti Ukkonen, Kai Puolamäki
2016	J	`jnl`	Significance testing of word frequencies in corpora. Digit. Scholarsh. Humanit. Jefrey Lijffijt, Terttu Nevalainen, Tanja Säily, Panagiotis Papapetrou, Kai Puolamäki, Heikki Mannila
2015	—	`conf`	Analysing Online Education-based Asynchronous Communication Tools to Detect Students' Roles. CSEDU (2) Mohammad Tareq Jaber, Panagiotis Papapetrou, Ana González-Marcos, Peter T. Wood
2015	J	`jnl`	DRESS: dimensionality reduction for efficient sequence search. Data Min. Knowl. Discov. Alexios Kotsifakos, Alexandra Stefan, Vassilis Athitsos, Gautam Das, Panagiotis Papapetrou
2015	J	`jnl`	Embedding-based subsequence matching with gaps-range-tolerances: a Query-By-Humming application. VLDB J. Alexios Kotsifakos, Isak Karlsson, Panagiotis Papapetrou, Vassilis Athitsos, Dimitrios Gunopulos
2015	—	`conf`	Extracting news text from web pages: an application for the visually impaired. PETRA Erik Lundgren, Panagiotis Papapetrou, Lars Asker
2015	J	`jnl`	Finding the longest common sub-pattern in sequences of temporal intervals. Data Min. Knowl. Discov. Orestis Kostakis, Panagiotis Papapetrou
2015	—	`conf`	Forests of Randomized Shapelet Trees. SLDS Isak Karlsson, Panagiotis Papapetrou, Henrik Boström
2015	—	`conf`	GoldenEye++: A Closer Look into the Black Box. SLDS Andreas Henelius, Kai Puolamäki, Isak Karlsson, Jing Zhao, Lars Asker, Henrik Boström, Panagiotis Papapetrou
2015	—	`conf`	Multi-channel ECG classification using forests of randomized shapelet trees. PETRA Isak Karlsson, Panagiotis Papapetrou, Lars Asker
2015	A	`conf`	Optimizing Hashing Functions for Similarity Indexing in Arbitrary Metric and Nonmetric Spaces. SDM Pat Jangyodsuk, Panagiotis Papapetrou, Vassilis Athitsos
2015	J	`jnl`	Size matters: choosing the most informative set of window lengths for mining patterns in event sequences. Data Min. Knowl. Discov. Jefrey Lijffijt, Panagiotis Papapetrou, Kai Puolamäki
2014	J	`jnl`	A peek into the black box: exploring classifiers by randomization. Data Min. Knowl. Discov. Andreas Henelius, Kai Puolamäki, Henrik Boström, Lars Asker, Panagiotis Papapetrou
2014	J	`jnl`	A statistical significance testing approach to mining the most informative set of patterns. Data Min. Knowl. Discov. Jefrey Lijffijt, Panagiotis Papapetrou, Kai Puolamäki
2014	—	`conf`	Benchmarking dynamic time warping on nearest neighbor classification of electrocardiograms. PETRA Nikolaos Tselas, Panagiotis Papapetrou
2014	—	`conf`	Inferring offline hierarchical ties from online social networks. WWW (Companion Volume) Mohammad Tareq Jaber, Peter T. Wood, Panagiotis Papapetrou, Sven Helmer
2014	—	`conf`	Mining candidates for adverse drug interactions in electronic patient records. PETRA Lars Asker, Henrik Boström, Isak Karlsson, Panagiotis Papapetrou, Jing Zhao
2014	B	`conf`	Model-Based Time Series Classification. IDA Alexios Kotsifakos, Panagiotis Papapetrou
2014	—	`conf`	Social context discovery from temporal app use patterns. UbiComp Adjunct Panagiotis Papapetrou, George Roussos
2014	B	`conf`	Using Time-Sensitive Rooted PageRank to Detect Hierarchical Social Relationships. IDA Mohammad Tareq Jaber, Panagiotis Papapetrou, Sven Helmer, Peter T. Wood
2013	B	`conf`	Analysis of Cluster Structure in Large-Scale English Wikipedia Category Networks. IDA Thidawan Klaysri, Trevor I. Fenner, Oded Lachish, Mark Levene, Panagiotis Papapetrou
2013	—	`conf`	Genre classification of symbolic music with SMBGT. PETRA Alexios Kotsifakos, Evangelos E. Kotsifakos, Panagiotis Papapetrou, Vassilis Athitsos
2013	A	`conf`	IBSM: Interval-Based Sequence Matching. SDM Alexios Kotsifakos, Panagiotis Papapetrou, Vassilis Athitsos
2012	—	`conf`	A survey of query-by-humming similarity methods. PETRA Alexios Kotsifakos, Panagiotis Papapetrou, Jaakko Hollmén, Dimitrios Gunopulos, Vassilis Athitsos
2012	—	`conf`	Benchmarking link analysis ranking methods in assistive environments. PETRA Konstantinos Georgatzis, Panagiotis Papapetrou
2012	—	`conf`	Finding representative objects using link analysis ranking. PETRA Panagiotis Papapetrou, Tatiana Chistiakova, Jaakko Hollmén, Vana Kalogeraki, Dimitrios Gunopulos
2012	J	`jnl`	Hum-a-song: A Subsequence Matching with Gaps-Range-Tolerances Query-By-Humming System. Proc. VLDB Endow. Alexios Kotsifakos, Panagiotis Papapetrou, Jaakko Hollmén, Dimitrios Gunopulos, Vassilis Athitsos, George Kollios
2012	J	`jnl`	Mining poly-regions in DNA. Int. J. Data Min. Bioinform. Panagiotis Papapetrou, Gary Benson, George Kollios
2012	—	`conf`	Size Matters: Finding the Most Informative Set of Window Lengths. ECML/PKDD (2) Jefrey Lijffijt, Panagiotis Papapetrou, Kai Puolamäki
2011	—	`conf`	A Shapley Value Approach for Influence Attribution. ECML/PKDD (2) Panagiotis Papapetrou, Aristides Gionis, Heikki Mannila
2011	J	`jnl`	A Subsequence Matching with Gaps-Range-Tolerances Framework: A Query-By-Humming Application. Proc. VLDB Endow. Alexios Kotsifakos, Panagiotis Papapetrou, Jaakko Hollmén, Dimitrios Gunopulos
2011	—	`conf`	ARTEMIS: Assessing the Similarity of Event-Interval Sequences. ECML/PKDD (2) Orestis Kostakis, Panagiotis Papapetrou, Jaakko Hollmén
2011	—	`conf`	Analyzing Word Frequencies in Large Text Corpora Using Inter-arrival Times and Bootstrapping. ECML/PKDD (2) Jefrey Lijffijt, Panagiotis Papapetrou, Kai Puolamäki, Heikki Mannila
2011	—	`conf`	Distance measure for querying sequences of temporal intervals. PETRA Orestis Kostakis, Panagiotis Papapetrou, Jaakko Hollmén
2011	J	`jnl`	Embedding-based subsequence matching in time-series databases. ACM Trans. Database Syst. Panagiotis Papapetrou, Vassilis Athitsos, Michalis Potamias, George Kollios, Dimitrios Gunopulos
2011	—	`conf`	Model-based search in large time series databases. PETRA Alexios Kotsifakos, Vassilis Athitsos, Panagiotis Papapetrou, Jaakko Hollmén, Dimitrios Gunopulos
2010	—	`conf`	Benchmarking dynamic time warping for music retrieval. PETRA Jefrey Lijffijt, Panagiotis Papapetrou, Jaakko Hollmén, Vassilis Athitsos
2010	—	`conf`	Tracking your steps on the track: body sensor recordings of a controlled walking experiment. PETRA Jefrey Lijffijt, Panagiotis Papapetrou, Jaakko Hollmén
2010	—	`conf`	Visually Controllable Data Mining Methods. ICDM Workshops Kai Puolamäki, Panagiotis Papapetrou, Jefrey Lijffijt
2009	J	`jnl`	Mining frequent arrangements of temporal intervals. Knowl. Inf. Syst. Panagiotis Papapetrou, George Kollios, Stan Sclaroff, Dimitrios Gunopulos
2009	J	`jnl`	Reference-Based Alignment in Large Sequence Databases. Proc. VLDB Endow. Panagiotis Papapetrou, Vassilis Athitsos, George Kollios, Dimitrios Gunopulos
2009	—	`conf`	Towards faster activity search using embedding-based subsequence matching. PETRA Panagiotis Papapetrou, Paul Doliotis, Vassilis Athitsos
2008	—	`conf`	Approximate embedding-based subsequence matching of time series. SIGMOD Conference Vassilis Athitsos, Panagiotis Papapetrou, Michalis Potamias, George Kollios, Dimitrios Gunopulos
2008	A*	`conf`	Nearest Neighbor Retrieval Using Distance-Based Hashing. ICDE Vassilis Athitsos, Michalis Potamias, Panagiotis Papapetrou, George Kollios
2006	—	`conf`	Discovering Frequent Poly-Regions in DNA Sequences. ICDM Workshops Panagiotis Papapetrou, Gary Benson, George Kollios
2005	A*	`conf`	Discovering Frequent Arrangements of Temporal Intervals. ICDM Panagiotis Papapetrou, George Kollios, Stan Sclaroff, Dimitrios Gunopulos