Panagiotis Papapetrou

According to our database1, Panagiotis Papapetrou authored at least 80 papers between 2005 and 2019.

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Bibliography

2019
A classification framework for exploiting sparse multi-variate temporal features with application to adverse drug event detection in medical records.
BMC Med. Inf. & Decision Making, 2019

Aggregate-Eliminate-Predict: Detecting Adverse Drug Events from Heterogeneous Electronic Health Records.
CoRR, 2019

User Traffic Prediction for Proactive Resource Management: Learning-Powered Approaches.
CoRR, 2019

Mining and Model Understanding on Medical Data.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Example-Based Feature Tweaking Using Random Forests.
Proceedings of the 20th IEEE International Conference on Information Reuse and Integration for Data Science, 2019

Clustering Diagnostic Profiles of Patients.
Proceedings of the Artificial Intelligence Applications and Innovations, 2019

FISUL: A Framework for Detecting Adverse Drug Events from Heterogeneous Medical Sources Using Feature Importance.
Proceedings of the Artificial Intelligence Applications and Innovations, 2019

Implementation of Mobile-Based Real-Time Heart Rate Variability Detection for Personalized Healthcare.
Proceedings of the 2019 International Conference on Data Mining Workshops, 2019

Mining Adverse Drug Events Using Multiple Feature Hierarchies and Patient History Windows.
Proceedings of the 2019 International Conference on Data Mining Workshops, 2019

Cellular Traffic Prediction and Classification: A Comparative Evaluation of LSTM and ARIMA.
Proceedings of the Discovery Science - 22nd International Conference, 2019

An Investigation of Interpretable Deep Learning for Adverse Drug Event Prediction.
Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019

Open-Source Physiological Computing Framework using Heart Rate Variability in Mobile Virtual Reality Applications.
Proceedings of the 2019 IEEE International Conference on Artificial Intelligence and Virtual Reality, 2019

2018
Discovering, selecting and exploiting feature sequence records of study participants for the classification of epidemiological data on hepatic steatosis.
Proceedings of the 33rd Annual ACM Symposium on Applied Computing, 2018

Exploring epistaxis as an adverse effect of anti-thrombotic drugs and outdoor temperature.
Proceedings of the 11th PErvasive Technologies Related to Assistive Environments Conference, 2018

Information-Entropy-Based DNS Tunnel Prediction.
Proceedings of the Advances in Digital Forensics XIV, 2018

Explainable Time Series Tweaking via Irreversible and Reversible Temporal Transformations.
Proceedings of the IEEE International Conference on Data Mining, 2018

Explainable Predictions of Adverse Drug Events from Electronic Health Records Via Oracle Coaching.
Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

2017
Learning from heterogeneous temporal data in electronic health records.
Journal of Biomedical Informatics, 2017

On searching and indexing sequences of temporal intervals.
Data Min. Knowl. Discov., 2017

Entropy-based Prediction of Network Protocols in the Forensic Analysis of DNS Tunnels.
CoRR, 2017

Detecting Hierarchical Ties Using Link-Analysis Ranking at Different Levels of Time Granularity.
CoRR, 2017

Mining disproportional itemsets for characterizing groups of heart failure patients from administrative health records.
Proceedings of the 10th International Conference on PErvasive Technologies Related to Assistive Environments, 2017

ABIDE: Querying Time-Evolving Sequences of Temporal Intervals.
Proceedings of the Advances in Intelligent Data Analysis XVI, 2017

KAPMiner: Mining Ordered Association Rules with Constraints.
Proceedings of the Advances in Intelligent Data Analysis XVI, 2017

Conformal Prediction Using Random Survival Forests.
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017

2016
Significance testing of word frequencies in corpora.
DSH, 2016

Query-sensitive distance measure selection for time series nearest neighbor classification.
Intell. Data Anal., 2016

Generalized random shapelet forests.
Data Min. Knowl. Discov., 2016

Clustering with Confidence: Finding Clusters with Statistical Guarantees.
CoRR, 2016

Semigeometric Tiling of Event Sequences.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

FindMyDoc: a P2P platform disrupting traditional healthcare models and matching patients to doctors.
Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2016

Learning from Swedish Healthcare Data.
Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2016

A Multi-Granularity Pattern-Based Sequence Classification Framework for Educational Data.
Proceedings of the 2016 IEEE International Conference on Data Science and Advanced Analytics, 2016

Early Random Shapelet Forest.
Proceedings of the Discovery Science - 19th International Conference, 2016

STIFE: A Framework for Feature-Based Classification of Sequences of Temporal Intervals.
Proceedings of the Discovery Science - 19th International Conference, 2016

Identifying Factors for the Effectiveness of Treatment of Heart Failure: A Registry Study.
Proceedings of the 29th IEEE International Symposium on Computer-Based Medical Systems, 2016

2015
Embedding-based subsequence matching with gaps-range-tolerances: a Query-By-Humming application.
VLDB J., 2015

Size matters: choosing the most informative set of window lengths for mining patterns in event sequences.
Data Min. Knowl. Discov., 2015

DRESS: dimensionality reduction for efficient sequence search.
Data Min. Knowl. Discov., 2015

Finding the longest common sub-pattern in sequences of temporal intervals.
Data Min. Knowl. Discov., 2015

Forests of Randomized Shapelet Trees.
Proceedings of the Statistical Learning and Data Sciences - Third International Symposium, 2015

GoldenEye++: A Closer Look into the Black Box.
Proceedings of the Statistical Learning and Data Sciences - Third International Symposium, 2015

Optimizing Hashing Functions for Similarity Indexing in Arbitrary Metric and Nonmetric Spaces.
Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Extracting news text from web pages: an application for the visually impaired.
Proceedings of the 8th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2015

Multi-channel ECG classification using forests of randomized shapelet trees.
Proceedings of the 8th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2015

Analysing Online Education-based Asynchronous Communication Tools to Detect Students' Roles.
Proceedings of the CSEDU 2015, 2015

2014
A statistical significance testing approach to mining the most informative set of patterns.
Data Min. Knowl. Discov., 2014

A peek into the black box: exploring classifiers by randomization.
Data Min. Knowl. Discov., 2014

Inferring offline hierarchical ties from online social networks.
Proceedings of the 23rd International World Wide Web Conference, 2014

Benchmarking dynamic time warping on nearest neighbor classification of electrocardiograms.
Proceedings of the 7th International Conference on PErvasive Technologies Related to Assistive Environments, 2014

Mining candidates for adverse drug interactions in electronic patient records.
Proceedings of the 7th International Conference on PErvasive Technologies Related to Assistive Environments, 2014

Model-Based Time Series Classification.
Proceedings of the Advances in Intelligent Data Analysis XIII, 2014

Using Time-Sensitive Rooted PageRank to Detect Hierarchical Social Relationships.
Proceedings of the Advances in Intelligent Data Analysis XIII, 2014

Social context discovery from temporal app use patterns.
Proceedings of the 2014 ACM Conference on Ubiquitous Computing, 2014

2013
IBSM: Interval-Based Sequence Matching.
Proceedings of the 13th SIAM International Conference on Data Mining, 2013

Genre classification of symbolic music with SMBGT.
Proceedings of the 6th International Conference on PErvasive Technologies Related to Assistive Environments, 2013

Analysis of Cluster Structure in Large-Scale English Wikipedia Category Networks.
Proceedings of the Advances in Intelligent Data Analysis XII, 2013

2012
Hum-a-song: A Subsequence Matching with Gaps-Range-Tolerances Query-By-Humming System.
PVLDB, 2012

Mining poly-regions in DNA.
IJDMB, 2012

Size Matters: Finding the Most Informative Set of Window Lengths.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012

Finding representative objects using link analysis ranking.
Proceedings of the 5th International Conference on PErvasive Technologies Related to Assistive Environments, 2012

A survey of query-by-humming similarity methods.
Proceedings of the 5th International Conference on PErvasive Technologies Related to Assistive Environments, 2012

Benchmarking link analysis ranking methods in assistive environments.
Proceedings of the 5th International Conference on PErvasive Technologies Related to Assistive Environments, 2012

2011
Embedding-based subsequence matching in time-series databases.
ACM Trans. Database Syst., 2011

A Subsequence Matching with Gaps-Range-Tolerances Framework: A Query-By-Humming Application.
PVLDB, 2011

A Shapley Value Approach for Influence Attribution.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

Analyzing Word Frequencies in Large Text Corpora Using Inter-arrival Times and Bootstrapping.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

ARTEMIS: Assessing the Similarity of Event-Interval Sequences.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2011

Model-based search in large time series databases.
Proceedings of the PETRA 2011, 2011

Distance measure for querying sequences of temporal intervals.
Proceedings of the PETRA 2011, 2011

2010
Benchmarking dynamic time warping for music retrieval.
Proceedings of the 3rd International Conference on Pervasive Technologies Related to Assistive Environments, 2010

Tracking your steps on the track: body sensor recordings of a controlled walking experiment.
Proceedings of the 3rd International Conference on Pervasive Technologies Related to Assistive Environments, 2010

Visually Controllable Data Mining Methods.
Proceedings of the ICDMW 2010, 2010

2009
Reference-Based Alignment in Large Sequence Databases.
PVLDB, 2009

Mining frequent arrangements of temporal intervals.
Knowl. Inf. Syst., 2009

Towards faster activity search using embedding-based subsequence matching.
Proceedings of the 2nd International Conference on Pervasive Technologies Related to Assistive Environments, 2009

2008
Approximate embedding-based subsequence matching of time series.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

Nearest Neighbor Retrieval Using Distance-Based Hashing.
Proceedings of the 24th International Conference on Data Engineering, 2008

2006
Discovering Frequent Poly-Regions in DNA Sequences.
Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

2005
Discovering Frequent Arrangements of Temporal Intervals.
Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005


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