A new fuzzy logic-based query expansion model for efficient information retrieval using relevance feedback approach

J Singh, A Sharan - Neural Computing and Applications, 2017 - Springer
Efficient query expansion (QE) terms selection methods are really very important for
improving the accuracy and efficiency of the system by removing the irrelevant and …

Relevance feedback-based query expansion model using ranks combining and Word2Vec approach

J Singh, A Sharan - IETE Journal of Research, 2016 - Taylor & Francis
Query expansion is a well-known method for improving the performance of information
retrieval systems. Pseudo-relevance feedback (PRF)-based query expansion is a type of …

Fuzzy logic hybrid model with semantic filtering approach for pseudo relevance feedback-based query expansion

J Singh, M Prasad, YA Daraghmi… - … symposium series on …, 2017 - ieeexplore.ieee.org
Individual query expansion term selection methods have been widely investigated in an
attempt to improve their performance. Each expansion term selection method has its own …

Rank fusion and semantic genetic notion based automatic query expansion model

J Singh, A Sharan - Swarm and Evolutionary Computation, 2018 - Elsevier
Query expansion term selection methods are really very important for improving the
accuracy and efficiency of pseudo-relevance feedback based automatic query expansion for …

A novel fuzzy logic model for pseudo-relevance feedback-based query expansion

J Singh, M Prasad, OK Prasad, E Meng Joo… - International Journal of …, 2016 - Springer
In this paper, a novel fuzzy logic-based expansion approach considering the relevance
score produced by different rank aggregation approaches is proposed. It is well known that …

Relevance feedback based query expansion model using Borda count and semantic similarity approach

J Singh, A Sharan - Computational intelligence and …, 2015 - Wiley Online Library
Pseudo‐Relevance Feedback (PRF) is a well‐known method of query expansion for
improving the performance of information retrieval systems. All the terms of PRF documents …

Ranks aggregation and semantic genetic approach based hybrid model for query expansion

J Singh - International Journal of Computational Intelligence …, 2017 - Springer
Effective query expansion terms selection methods are really very important for improving
the accuracy and efficiency of Pseudo-Relevance Feedback (PRF) based automatic query …

Improving query expansion using WordNet

D Pal, M Mitra, K Datta - Journal of the Association for …, 2014 - Wiley Online Library
This study proposes a new way of using WordNet for query expansion (QE). We choose
candidate expansion terms from a set of pseudo‐relevant documents; however, the …

A novel model of selecting high quality pseudo-relevance feedback documents using classification approach for query expansion

J Singh, A Sharan - 2015 IEEE Workshop on Computational …, 2015 - ieeexplore.ieee.org
In this paper, we propose a new high quality pseudo-relevance feedback documents
selection approach that uses machine learning based classifier for selecting a set of good …

[HTML][HTML] Document/query expansion based on selecting significant concepts for context based retrieval of medical images

M Torjmen-Khemakhem, K Gasmi - Journal of biomedical informatics, 2019 - Elsevier
In the medical image retrieval literature, there are two main approaches: content-based
retrieval using the visual information contained in the image itself and context-based …