Takip et
Panagiotis Papapetrou
Panagiotis Papapetrou
Professor in Computer and Systems Sciences, Stockholm University, Sweden
dsv.su.se üzerinde doğrulanmış e-posta adresine sahip - Ana Sayfa
Başlık
Alıntı yapanlar
Alıntı yapanlar
Yıl
Generalized random shapelet forests
I Karlsson, P Papapetrou, H Boström
Data mining and knowledge discovery 30, 1053-1085, 2016
2092016
A peek into the black box: exploring classifiers by randomization
A Henelius, K Puolamäki, H Boström, L Asker, P Papapetrou
Data mining and knowledge discovery 28, 1503-1529, 2014
1712014
Nearest neighbor retrieval using distance-based hashing
V Athitsos, M Potamias, P Papapetrou, G Kollios
2008 IEEE 24th International Conference on Data Engineering, 327-336, 2008
1452008
Significance testing of word frequencies in corpora
J Lijffijt, T Nevalainen, T Säily, P Papapetrou, K Puolamäki, H Mannila
Digital Scholarship in the Humanities 31 (2), 374-397, 2016
1372016
Discovering frequent arrangements of temporal intervals
P Papapetrou, G Kollios, S Sclaroff, D Gunopulos
Fifth IEEE International Conference on Data Mining (ICDM'05), 8 pp., 2005
1342005
Mining frequent arrangements of temporal intervals
P Papapetrou, G Kollios, S Sclaroff, D Gunopulos
Knowledge and Information Systems 21, 133-171, 2009
1292009
Learning from heterogeneous temporal data in electronic health records
J Zhao, P Papapetrou, L Asker, H Boström
Journal of biomedical informatics 65, 105-119, 2017
1262017
Evaluating local interpretable model-agnostic explanations on clinical machine learning classification models
NB Kumarakulasinghe, T Blomberg, J Liu, AS Leao, P Papapetrou
2020 IEEE 33rd international symposium on computer-based medical systems …, 2020
1202020
Cellular traffic prediction and classification: A comparative evaluation of LSTM and ARIMA
A Azari, P Papapetrou, S Denic, G Peters
Discovery Science: 22nd International Conference, DS 2019, Split, Croatia …, 2019
1062019
Embedding-based subsequence matching in time-series databases
P Papapetrou, V Athitsos, M Potamias, G Kollios, D Gunopulos
ACM Transactions on Database Systems (TODS) 36 (3), 1-39, 2011
982011
Approximate embedding-based subsequence matching of time series
V Athitsos, P Papapetrou, M Potamias, G Kollios, D Gunopulos
Proceedings of the 2008 ACM SIGMOD international conference on Management of …, 2008
962008
Seq2Seq RNNs and ARIMA models for cryptocurrency prediction: A comparative study
J Rebane, I Karlsson, P Papapetrou, S Denic
SIGKDD Fintech’18, London, UK, August 19-23, 2018, 2018
952018
Explainable AI for data-driven feedback and intelligent action recommendations to support students self-regulation
M Afzaal, J Nouri, A Zia, P Papapetrou, U Fors, Y Wu, X Li, R Weegar
Frontiers in Artificial Intelligence 4, 723447, 2021
912021
Clinical information systems and artificial intelligence: recent research trends
C Combi, G Pozzi
Yearbook of medical informatics 28 (01), 083-094, 2019
522019
A classification framework for exploiting sparse multi-variate temporal features with application to adverse drug event detection in medical records
F Bagattini, I Karlsson, J Rebane, P Papapetrou
BMC medical informatics and decision making 19, 1-20, 2019
482019
Explainable time series tweaking via irreversible and reversible temporal transformations
I Karlsson, J Rebane, P Papapetrou, A Gionis
2018 IEEE International Conference on Data Mining (ICDM), 207-216, 2018
482018
A statistical significance testing approach to mining the most informative set of patterns
J Lijffijt, P Papapetrou, K Puolamäki
Data Mining and Knowledge Discovery 28, 238-263, 2014
452014
A survey of query-by-humming similarity methods
A Kotsifakos, P Papapetrou, J Hollmén, D Gunopulos, V Athitsos
Proceedings of the 5th International Conference on PErvasive Technologies …, 2012
452012
User traffic prediction for proactive resource management: Learning-powered approaches
A Azari, P Papapetrou, S Denic, G Peters
2019 IEEE global communications conference (GLOBECOM), 1-6, 2019
402019
Artemis: Assessing the similarity of event-interval sequences
O Kostakis, P Papapetrou, J Hollmén
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2011
392011
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Makaleler 1–20