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- ArticleDecember 2023
Back to Basics: A Sanity Check on Modern Time Series Classification Algorithms
Advanced Analytics and Learning on Temporal DataPages 205–229https://doi.org/10.1007/978-3-031-49896-1_14AbstractThe state-of-the-art in time series classification has come a long way, from the 1NN-DTW algorithm to the ROCKET family of classifiers. However, in the current fast-paced development of new classifiers, taking a step back and performing simple ...
- research-articleSeptember 2023
The image and ground truth dataset of Mongolian movable-type newspapers for text recognition
International Journal on Document Analysis and Recognition (IJDAR), Volume 27, Issue 2Pages 113–125https://doi.org/10.1007/s10032-023-00450-xAbstractOCR approaches have been widely advanced in recent years thanks to the resurgence of deep learning. However, to the best of our knowledge, there is little work on Mongolian movable-type document recognition. One major hurdle is the lack of a ...
- ArticleSeptember 2020
Optimal Metric Search Is Equivalent to the Minimum Dominating Set Problem
AbstractIn metric search, worst-case analysis is of little value, as the search invariably degenerates to a linear scan for ill-behaved data. Consequently, much effort has been expended on more nuanced descriptions of what performance might in fact be ...
- articleDecember 2017
Facing Network Management Challenges with Functional Data Analysis: Techniques & Opportunities
Mobile Networks and Applications (MNET), Volume 22, Issue 6Pages 1124–1136https://doi.org/10.1007/s11036-016-0733-5Current fixed and mobile networks' behavior is rapidly changing, which calls for flexible monitoring approaches to avoid loosing track with such a fast evolutionary pace. Due to the many challenges that this scenario is posing to network managers, we ...
- research-articleJune 2016
Examining Additivity and Weak Baselines
ACM Transactions on Information Systems (TOIS), Volume 34, Issue 4Article No.: 23, Pages 1–18https://doi.org/10.1145/2882782We present a study of which baseline to use when testing a new retrieval technique. In contrast to past work, we show that measuring a statistically significant improvement over a weak baseline is not a good predictor of whether a similar improvement ...
- articleSeptember 2005
Tree-crop interactions and their environmental and economic implications in the presence of carbon-sequestration payments
Environmental Modelling & Software (ENMS), Volume 20, Issue 9Pages 1139–1148https://doi.org/10.1016/j.envsoft.2004.08.001The growing emphasis on market-based solutions to environmental problems, both under and outside of the United Nations Framework Convention on Climate Change, means that carbon sequestered in the biomass and soils of agroforestry systems is likely to ...