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Guest Editorial: Special Issue on Human-Centered Web Science
Springer Science and Business Media LLC - Tập 13 - Trang 1-2 - 2010
An empirical study of pre-trained language models in simple knowledge graph question answering
Springer Science and Business Media LLC - Tập 26 - Trang 2855-2886 - 2023
Large-scale pre-trained language models (PLMs) such as BERT have recently achieved great success and become a milestone in natural language processing (NLP). It is now the consensus of the NLP community to adopt PLMs as the backbone for downstream tasks. In recent works on knowledge graph question answering (KGQA), BERT or its variants have become necessary in their KGQA models. However, there is ......
Edge data based trailer inception probabilistic matrix factorization for context-aware movie recommendation
Springer Science and Business Media LLC - Tập 25 Số 5 - Trang 1863-1882 - 2022
Why does batch normalization induce the model vulnerability on adversarial images?
Springer Science and Business Media LLC - Tập 26 - Trang 1073-1091 - 2022
Batch normalization is one of the most widely used components in deep neural networks. It can accelerate training, and boost model performance on normal samples. However, batch normalization induces vulnerability to models on adversarial examples, especially in medical images, and the reason is still not clear. In this paper, we aim to explain the vulnerability aroused by batch normalization under......
From constrained to unconstrained datasets: an evaluation of local action descriptors and fusion strategies for interaction recognition
Springer Science and Business Media LLC - Tập 19 - Trang 265-276 - 2015
As an important task in computer vision, the interaction recognition has attracted extensive attention due to its widely potential applications. The existing methods mainly focus on the interaction recognition problem on constrained datasets with few variations of scenes, viewpoints, background clutter for the experimental purpose. The performance of the recently proposed methods on the available ......
Towards Deeper Understanding of the Search Interfaces of the Deep Web
Springer Science and Business Media LLC - - 2007
Many databases have become Web-accessible through form-based search interfaces (i.e., HTML forms) that allow users to specify complex and precise queries to access the underlying databases. In general, such a Web search interface can be considered as containing an interface schema with multiple attributes and rich semantic/meta-information; however, the schema is not formally defined in HTML. Many......
Fine-grained probability counting for cardinality estimation of data streams
Springer Science and Business Media LLC - Tập 22 - Trang 2065-2081 - 2018
Estimating the number of distinct flows, also called the cardinality, is an important issue in many network applications, such as traffic measurement, anomaly detection, etc. The challenge is that high accuracy should be achieved with line speed and small auxiliary memory. Flajolet-Martin algorithm, LogLog algorithm, and HyperLogLog algorithm form a line of work in this area with improving perform......
Distributed Context Monitoring for the Adaptation of Continuous Services
Springer Science and Business Media LLC - Tập 10 - Trang 503-528 - 2007
This paper describes a middleware designed for distributed context acquisition and reconciliation intended to support the adaptation of continuous Internet services, like e.g., multimedia streaming. These services persist in time, and are characterized by multiple transmissions of data by the service provider, as a result of a single request from the user. Adapting these services to the current co......
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