New Generation Computing
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Q-WSL: A quick Web services lookup model based on hierarchical registration
New Generation Computing - Tập 22 Số 3 - Trang 221-238 - 2004
Centrality-Based Group Profiling: A Comparative Study in Co-authorship Networks
New Generation Computing - Tập 36 - Trang 59-89 - 2017
Group profiling methods aim to construct a descriptive profile for communities in social networks. This task is similar to the traditional cluster labeling task, commonly adopted in document clustering to identify tags which characterize each derived cluster. This similarity encourages the direct application of cluster labeling methods for group profiling problems. However, in group profiling, an ......
Extended Study of the Classification of Dopamine Receptor Agonists and Antagonists using a TFS-based Support Vector Machine
New Generation Computing - Tập 25 - Trang 203-212 - 2008
We previously investigated the classification and prediction of dopamine D1 receptor agonists and antagonists using a topological fragment spectra (TFS)-based support vector machine (SVM), in which the dataset contained noise compounds that had no D1 receptor activity. This work extended the dataset to seven activity classes (dopamine D1, D2, and auto-receptor agonists, and D1, D2, D3, and D4 anta......
Data-flow based execution mechanisms of Parallel and Concurrent Prolog
New Generation Computing - Tập 3 - Trang 15-41 - 1985
Study attempts to show that our machine architecture based on the data flow model is suitable for two types of logic programming languages with different aims: one is Parallel Prolog and the other is Concurrent Prolog. The data flow model can naturally implement parallel computation, and it has close similarity to these languages. Unification and nondeterministic control, two basic functions of th......
Acyclic programs
New Generation Computing - Tập 9 - Trang 335-363 - 1991
We study here a natural subclass of the locally stratified programs which we call acyclic. Acyclic programs enjoy several natural properties. First, they terminate for a large and natural class of general goals, so they could be used as terminating PROLOG programs. Next, their semantics can be defined in several equivalent ways. In particular we show that the immediate consequence operator of an a......
Neuro-Symbolic Reasoning for Multimodal Referring Expression Comprehension in HMI Systems
New Generation Computing - - Trang 1-20 - 2024
Conventional Human–Machine Interaction (HMI) interfaces have predominantly relied on GUI and voice commands. However, natural human communication also consists of non-verbal communication, including hand gestures like pointing. Thus, recent works in HMI systems have tried to incorporate pointing gestures as an input, making significant progress in recognizing and integrating them with voice comman......
Intelligent systems using Web-pages as knowledge base for statistical decision making
New Generation Computing - Tập 17 - Trang 349-358 - 1999
In this paper, we propose an approach to the construction of an intelligent system that handles various domain information provided on the Internet. The intelligent system adopts statistical decision-making as its reasoning framework and automatically constructs probabilistic knowledge, required for its decision-making, from Web-pages. This construction of probabilistic knowledge is carried out us......
Structural XML Classification in Concept Drifting Data Streams
New Generation Computing - Tập 33 - Trang 345-366 - 2015
Classification of large, static collections of XML data has been intensively studied in the last several years. Recently however, the data processing paradigm is shifting from static to streaming data, where documents have to be processed online using limited memory and class definitions can change with time in an event called concept drift. As most existing XML classifiers are capable of processi......
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