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Simple Search
Hits 1 – 7 of 7
1
COVID-19 and cyberbullying: deep ensemble model to identify cyberbullying from code-switched languages during the pandemic
Paul, Sayanta
;
Saha, Sriparna
;
Singh, Jyoti Prakash
In: Multimed Tools Appl (2022)
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2
Incorporating deep visual features into multiobjective based multi-view search results clustering
Mitra, Sayantan
;
Hasanuzzaman, Mohammed
;
Saha, Sriparna
;
Way, Andy
In: Mitra, Sayantan, Hasanuzzaman, Mohammed orcid:0000-0003-1838-0091 , Saha, Sriparna and Way, Andy orcid:0000-0001-5736-5930 (2018) Incorporating deep visual features into multiobjective based multi-view search results clustering. In: 27th International Conference on Computational Linguistics, 20-26 Aug 2018, Santa Fe, NM, USA. (2018)
Abstract:
Current paper explores the use of multi-view learning for search result clustering. A web-snippet can be represented using multiple views. Apart from textual view cued by both the semantic and syntactic information, a complementary view extracted from images contained in the websnippets is also utilized in the current framework. A single consensus partitioning is finally obtained after consulting these two individual views by the deployment of a multi-objective based clustering technique. Several objective functions including the values of a cluster quality measure evaluating the goodness of partitionings obtained using different views and an agreementdisagreement index, quantifying the amount of oneness among multiple views in generating partitionings are optimized simultaneously using AMOSA. In order to detect the number of clusters automatically, concepts of variable length solutions and a vast range of permutation operators are introduced in the clustering process. Finally a set of alternative partitionings are obtained on the final Pareto front by the proposed multi-view based multi-objective technique. Experimental results by the proposed approach on several bench-mark test datasets with respect to different performance metrics evidently establish the power of visual and text based views in achieving better search result clustering.
Keyword:
Machine translating
URL:
http://doras.dcu.ie/23349/
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3
Temporal orientation of tweets for predicting income of users
Saha, Sriparna
;
Ekbal, Asif
;
Hasanuzzaman, Mohammed
...
In: Hasanuzzaman, Mohammed orcid:0000-0003-1838-0091 , Kamila, Sabyasachi, Kaur, Mandeep, Saha, Sriparna and Ekbal, Asif (2017) Temporal orientation of tweets for predicting income of users. In: 55th Annual Meeting of the Association for Computational Linguistics, 30 Jul - 4 Aug 2017, Vancouver, Canada. (2017)
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4
Multi-Objective Search Results Clustering
Acharya, Sudipta
;
Saha, Sriparna
;
Moreno, José G.
...
In: 25th International Conference on Computational Linguistics (COLING 2014) ; https://hal.archives-ouvertes.fr/hal-01077207 ; 25th International Conference on Computational Linguistics (COLING 2014), Aug 2014, dublin, Ireland. pp.99 - 108 (2014)
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5
Multiobjective optimization for classifier ensemble and feature selection: an application to named entity recognition
Ekbal, Asif
;
Saha, Sriparna
In:
International journal on document analysis and recognition. - Berlin ; Heidelberg : Springer
15 (2012) 2, 143-166
OLC Linguistik
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6
Classifier ensemble selection using genetic algorithm for named entity recognition
Saha, Sriparna
;
Ekbal, Asif
In:
Research on language and computation. - London : King's College
8 (2010) 1, 73-99
BLLDB
OLC Linguistik
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7
A new point symmetry based fuzzy genetic clustering technique for automatic evolution of clusters
Saha, Sriparna
;
Bandyopadhyay, Sanghamitra
In:
Information sciences. - New York, NY : Elsevier Science Inc.
179 (2009) 19, 3230-3246
OLC Linguistik
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