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Publication search results
found 84 matches
- 2017
- Milad Leyli-Abadi, Allou Samé, Latifa Oukhellou, Nicolas Cheifetz, Pierre Mandel, Cédric Féliers, Olivier Chesneau:
Predictive Classification of Water Consumption Time Series Using Non-homogeneous Markov Models. DSAA 2017: 323-331 - Noura H. Al Nuaimi, Mohammad M. Masud:
Toward Optimal Streaming Feature Selection. DSAA 2017: 775-782 - Abdullah Alfarrarjeh, Sumeet Agrawal, Seon Ho Kim, Cyrus Shahabi:
Geo-Spatial Multimedia Sentiment Analysis in Disasters. DSAA 2017: 193-202 - Nora Alkhamees, Maria Fasli:
A Directional Change Based Trading Strategy with Dynamic Thresholds. DSAA 2017: 283-292 - Alec Anderson, Sébastien Dubois, Alfredo Cuesta-Infante, Kalyan Veeramachaneni:
Sample, Estimate, Tune: Scaling Bayesian Auto-Tuning of Data Science Pipelines. DSAA 2017: 361-372 - Nazia Attari, Ferda Ofli, Mohammad Awad, Ji Lucas, Sanjay Chawla:
Nazr-CNN: Fine-Grained Classification of UAV Imagery for Damage Assessment. DSAA 2017: 50-59 - Darpan Baheti, Krishnan Sundara Rajan:
A Shape-Based Approach to Spatio-Temporal Data Analysis Using Satellite Imagery. DSAA 2017: 439-448 - Emma Beauxis-Aussalet, Lynda Hardman:
Extended Methods to Handle Classification Biases. DSAA 2017: 765-774 - Daniel P. Berrar, Werner Dubitzky:
On the Jeffreys-Lindley Paradox and the Looming Reproducibility Crisis in Machine Learning. DSAA 2017: 334-340 - Patrick M. De Boer, Marcel C. Bühler, Abraham Bernstein:
Expert Estimates for Feature Relevance are Imperfect. DSAA 2017: 119-128 - Gianluca Bontempi, Yann-Aël Le Borgne, Jacopo De Stefani:
A Dynamic Factor Machine Learning Method for Multi-variate and Multi-step-Ahead Forecasting. DSAA 2017: 222-231 - Paula Branco, Luís Torgo, Rita P. Ribeiro, Eibe Frank, Bernhard Pfahringer, Markus Michael Rau:
Learning Through Utility Optimization in Regression Tasks. DSAA 2017: 30-39 - Fabrizio Carcillo, Yann-Aël Le Borgne, Olivier Caelen, Gianluca Bontempi:
An Assessment of Streaming Active Learning Strategies for Real-Life Credit Card Fraud Detection. DSAA 2017: 631-639 - Vítor Cerqueira, Luís Torgo, Mariana Oliveira, Bernhard Pfahringer:
Dynamic and Heterogeneous Ensembles for Time Series Forecasting. DSAA 2017: 242-251 - Vítor Cerqueira, Luís Torgo, Jasmina Smailovic, Igor Mozetic:
A Comparative Study of Performance Estimation Methods for Time Series Forecasting. DSAA 2017: 529-538 - Amani Chouchane, Mohamed Bouguessa:
Identifying Anomalous Nodes in Multidimensional Networks. DSAA 2017: 601-610 - Carmela Comito:
Where are You Going? Next Place Prediction from Twitter. DSAA 2017: 696-705 - Carmela Comito, Deborah Falcone, Domenico Talia:
A Peak Detection Method to Uncover Events from Social Media. DSAA 2017: 459-467 - Cyrus Cousins, Eli Upfal:
The k-Nearest Representatives Classifier: A Distance-Based Classifier with Strong Generalization Bounds. DSAA 2017: 1-10 - Stefano Cresci, Roberto Di Pietro, Marinella Petrocchi, Angelo Spognardi, Maurizio Tesconi:
Exploiting Digital DNA for the Analysis of Similarities in Twitter Behaviours. DSAA 2017: 686-695 - Christophe Cruz:
Semantic Trajectory Modeling for Dynamic Built Environments. DSAA 2017: 468-476 - Bennett Cyphers, Kalyan Veeramachaneni:
AnonML: Locally Private Machine Learning over a Network of Peers. DSAA 2017: 549-560 - Nhan Dam, Dinh Q. Phung, Ba-Ngu Vo, Viet Huynh:
Forward-Backward Smoothing for Hidden Markov Models of Point Pattern Data. DSAA 2017: 252-261 - The Anh Dang, Jayakumaran Deepak, Jingxuan Wang, Shixin Luo, Yunye Jin, Yibin Ng, Aloysius Lim, Ying Li:
Mobility Genome™- A Framework for Mobility Intelligence from Large-Scale Spatio-Temporal Data. DSAA 2017: 449-458 - Adrien Dulac, Éric Gaussier, Christine Largeron:
A Study of Stochastic Mixed Membership Models for Link Prediction in Social Networks. DSAA 2017: 706-715 - Len Feremans, Boris Cule, Celine Vens, Bart Goethals:
Combining Instance and Feature Neighbors for Efficient Multi-label Classification. DSAA 2017: 109-118 - Sofia Fernandes, Hadi Fanaee Tork, João Manuel Portela da Gama:
The Initialization and Parameter Setting Problem in Tensor Decomposition-Based Link Prediction. DSAA 2017: 99-108 - Julien Fontanarava, Gabriella Pasi, Marco Viviani:
Feature Analysis for Fake Review Detection through Supervised Classification. DSAA 2017: 658-666 - Ralph Foorthuis:
SECODA: Segmentation- and Combination-Based Detection of Anomalies. DSAA 2017: 755-764 - Darian Frajberg, Piero Fraternali, Rocio Nahime Torres:
Heterogeneous Information Integration for Mountain Augmented Reality Mobile Apps. DSAA 2017: 313-322
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