query-based learning approach
Improving Query Performance using Materialized XML Views: A Learning-based approach
... Our approach is not the first view-based approach to the problem of efficiently computing XML data on relational ...our approach differs from previous work, we use the terms (1) view ...
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Learning to Expand Queries Using Entities
... machine learning approach to determine the quality of the article that describes an entity in Wikipedia, based on textual features extracted from this article (Dalip et ...the learning ...
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Learning to Mine Query Subtopics from Query Log
... the query ‘jaguar’, a lexicon- similarity-based classifier is easy to learn that ‘luxury car’ and ‘sport car’, and ‘sport car’ and ‘XJ sport’ belong to the same subtopic; but diffi- cult to learn that ...
5
A Study on Job Satisfaction of Vivekanandha Higher Secondary School Teachers at Thirupparaithurai, Tiruchirappalli District, Tamilnadu, INDIA
... a learning based Query similarity using rank merge list of document approach for search engine selection algorithms to identify the most useful search engines that are likely to contain the ...
7
A Multi Task Architecture on Relevance based Neural Query Translation
... dictionary- based MT, rule-based MT, statistical MT ...search query translation approach has yet to be taken by the ...attention based encoder-decoder techniques have achieved ...
6
A Distributed Representation Based Query Expansion Approach for Image Captioning
... 3.1 Retrieving Visually Similar Images Representing Images. Data-driven approaches such as ours rely heavily on the quality of the ini- tial retrieval, which makes having a good visual feature of utmost importance. In ...
6
Supervised Machine Learning for Extractive Query Based Summarisation of Biomedical Data
... machine learning ap- proaches have been used for text summarisation: classification, regression, and learning to ...classification approach the sentences are treated ...machine learning ...
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Learning-based Query Performance Modeling and Prediction
... modeling approach for capturing interactions in query mixes, ...a query workload, the goal is to come up with a query execution schedule (in terms of query mixes) that minimizes the ...
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Learning to Translate: A Query Specific Combination Approach for Cross Lingual Information Retrieval
... weights based on collection-level ...of learning- to-rank (LTR) papers that determine weights for query concepts (Bendersky et ...by learning how to weight each translated word for ...
11
Web Based Unsupervised Learning for Query Formulation in Question Answering
... unsupervised learning approach for transforming a given natural-language question to an effective ...proposed approach outperforms a naive keyword- based approach in terms of mean ...
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Scalable aggregation predictive analytics: a query-driven machine learning approach
... our approach is that it is ...neuron- based machine learning model (i) extracts knowledge from previous queries and their results, (ii) projects this knowl- edge onto two lattices (cardinality and ...
22
RAL - Improving Stream-Based Active Learning by Reinforcement Learning
... Uncertainty approach tackles the problem of stream-based active learning using the model’s prediction uncertainty to decide whether to query and trying to detect concept drifts by randomizing ...
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Hybrid Approach for Query Expansion using Query Log
... user query, retrieving the information as per the intention of user in large volume of web is not straight ...the query “apple”, which could refer to the fruit, the computer company, a record label, and ...
6
Knowledge Extraction Using Probabilistic Reasoning: An Artificial Neural Network Approach
... complex query languages are often employed, e.g. SPARQL. However, this approach is limited as exact query matches are often ...probabilistic approach to searching RDF ...
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Intervention based on training in pattern recognition in learning disability: A case study approach
... mastery learning focusing on teaching the academic curriculam in a controlled and structured manner (Mainzer et ...active learning (Resnick, 1987; Wittrock, 1988), scaffolded instruction (Rosenshine, 1997; ...
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Learning based synchronous approach from forwarding nodes to reduce the delay for Industrial Internet of Things
... sensor- based network, each node adopts a periodic awake\sleep mode to save energy, because the consumption of a node in the awake state is 100 to 1000 times as much as in the sleep state ...
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An Approach for Query Decomposition on Federated SPARQL Query Systems
... of query rewriting, and not on query decomposition, as we ...a query is first parsed, its basic graph pattern (BGP) is extracted and every triple pattern of the BGP is ...
12
Blended Learning System Performance Evaluation
... Blended learning should be well integrated with IT support services, and the course development should be the concerted effort of the academic and IT ...and learning materials online, in the form of course ...
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Web-Based Teaching And Learning Approach (WBTLA) Usability In Institutions Of Higher Learning In Malaysia
... web-based learning teaching learning approach (WBTLA) has increasingly become dominant in the educational landscape, be it at schools or at higher education ...teaching learning ...
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An Improved Approach of Intention Discovery with Machine Learning for POMDP-based Dialogue Management
... DM based domain’s approaches under the uncertainty and under the stochastic environment, using the knowledge level selectors which enhances the higher threshold out of training to get the optimal policy and its ...
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