Home
Catalogue search
Refine your search:
Keyword
Creator / Publisher:
Gogate, Mandar (19)
Hussain, Amir (19)
Dashtipour, Kia (18)
Adeel, Ahsan (6)
Edinburgh Napier University (6)
orcid:0000-0001-8651-5117 (5)
Gelbukh, Alexander (4)
orcid:0000-0003-1712-9014 (4)
Ahmed, Rami (3)
Computing Science (3)
more
Year:
2021 (10)
2020 (4)
2019 (4)
2017 (1)
Medium:
Online (19)
Type
BLLDB-Access
Search in the Catalogues and Directories
All fields
Title
Creator / Publisher
Keyword
Year
AND
OR
AND NOT
All fields
Title
Creator / Publisher
Keyword
Year
AND
OR
AND NOT
All fields
Title
Creator / Publisher
Keyword
Year
AND
OR
AND NOT
All fields
Title
Creator / Publisher
Keyword
Year
AND
OR
AND NOT
All fields
Title
Creator / Publisher
Keyword
Year
Sort by
creator [A → Z]
'
creator [Z → A]
'
publishing year ↑ (asc)
'
publishing year ↓ (desc)
'
title [A → Z]
'
title [Z → A]
'
Simple Search
Hits 1 – 19 of 19
1
Persian Sentence-level Sentiment Polarity Classification
Dashtipour, Kia
;
Gogate, Mandar
;
Gelbukh, Alexander
...
In: ICOTEN ; https://hal.archives-ouvertes.fr/hal-03258138 ; ICOTEN, Jun 2021, Glasgow, United Kingdom (2021)
BASE
Show details
2
Persian Sentence-level Sentiment Polarity Classification
Dashtipour, Kia
;
Gogate, Mandar
;
Gelbukh, Alexander
...
In: ICOTEN ; https://hal.archives-ouvertes.fr/hal-03241928 ; ICOTEN, May 2021, Glasgow, France (2021)
BASE
Show details
3
Extending persian sentiment lexicon with idiomatic expressions for sentiment analysis
Dashtipour, Kia
;
Gogate, Mandar
;
Gelbukh, Alexander
. - : Springer, 2021
BASE
Show details
4
Novel Deep Convolutional Neural Network-Based Contextual Recognition of Arabic Handwritten Scripts
Ahmed, Rami
;
Gogate, Mandar
;
Tahir, Ahsen
. - : MDPI, 2021
BASE
Show details
5
A novel context-aware multimodal framework for persian sentiment analysis
Dashtipour, Kia
;
Gogate, Mandar
;
Cambria, Erik
;
Hussain, Amir
. - : Elsevier, 2021
Abstract:
Most recent works on sentiment analysis have exploited the text modality. However, millions of hours of video recordings posted on social media platforms everyday hold vital unstructured information that can be exploited to more effectively gauge public perception. Multimodal sentiment analysis offers an innovative solution to computationally understand and harvest sentiments from videos by contextually exploiting audio, visual and textual cues. In this paper, we, firstly, present a first of its kind Persian multimodal dataset comprising more than 800 utterances, as a benchmark resource for researchers to evaluate multimodal sentiment analysis approaches in Persian language. Secondly, we present a novel context-aware multimodal sentiment analysis framework, that simultaneously exploits acoustic, visual and textual cues to more accurately determine the expressed sentiment. We employ both decision-level (late) and feature-level (early) fusion methods to integrate affective cross-modal information. Experimental results demonstrate that the contextual integration of multimodal features such as textual, acoustic and visual features deliver better performance (91.39%) compared to unimodal features (89.24%).
Keyword:
Multimodal sentiment analysis
;
Persian sentiment analysis
URL:
http://researchrepository.napier.ac.uk/Output/2800735
https://doi.org/10.1016/j.neucom.2021.02.020
BASE
Hide details
6
A semi-supervised approach for sentiment analysis of arab (ic+ izi) messages: Application to the algerian dialect
Adeel, Ahsan
;
Guellil, Imane
;
Gogate, Mandar
. - : Springer, 2021
BASE
Show details
7
A Semi-supervised Approach for Sentiment Analysis of Arab(ic+izi) Messages: Application to the Algerian Dialect
Guellil, Imane
;
Adeel, Ahsan
;
Azouaou, Faical
. - 2021
BASE
Show details
8
A Novel Context-Aware Multimodal Framework for Persian Sentiment Analysis
Dashtipour, Kia
;
Gogate, Mandar
;
Cambria, Erik
. - : Elsevier BV, 2021
BASE
Show details
9
Novel Deep Convolutional Neural Network-Based Contextual Recognition of Arabic Handwritten Scripts
Ahmed, Rami
;
Gogate, Mandar
;
Tahir, Ahsen
. - : MDPI, 2021
BASE
Show details
10
Persian Sentence-level Sentiment Polarity Classification
Dashtipour, Kia
;
Gogate, Mandar
;
Gelbukh, Alexander
. - : IEEE, 2021. : Piscataway, NJ, USA, 2021
BASE
Show details
11
CochleaNet: A robust language-independent audio-visual model for real-time speech enhancement
Gogate, Mandar
;
Dashtipour, Kia
;
Adeel, Ahsan
. - : Elsevier, 2020
BASE
Show details
12
Offline Arabic Handwriting Recognition Using Deep Machine Learning: A Review of Recent Advances
Ahmed, Rami
;
Dashtipour, Kia
;
Gogate, Mandar
. - : Springer, 2020
BASE
Show details
13
Deep Neural Network Driven Binaural Audio Visual Speech Separation
Gogate, Mandar
;
Dashtipour, Kia
;
Bell, Peter
. - : Institute of Electrical and Electronics Engineers, 2020
BASE
Show details
14
Visual Speech In Real Noisy Environments (VISION): A Novel Benchmark Dataset and Deep Learning-Based Baseline System
Gogate, Mandar
;
Dashtipour, Kia
;
Hussain, Amir
. - 2020
BASE
Show details
15
A hybrid Persian sentiment analysis framework: Integrating dependency grammar based rules and deep neural networks
Dashtipour, Kia
;
Gogate, Mandar
;
Li, Jingpeng
. - : Elsevier, 2019
BASE
Show details
16
A Hybrid Persian Sentiment Analysis Framework: Integrating Dependency Grammar Based Rules and Deep Neural Networks ...
Dashtipour, Kia
;
Gogate, Mandar
;
Li, Jingpeng
. - : arXiv, 2019
BASE
Show details
17
Lip-reading driven deep learning approach for speech enhancement
Adeel, Ahsan
;
Gogate, Mandar
;
Hussain, Amir
...
In: abs/1808.00046 ; 1 ; 10 (2019)
BASE
Show details
18
A Hybrid Persian Sentiment Analysis Framework: Integrating Dependency Grammar Based Rules and Deep Neural Networks
Dashtipour, Kia
;
Gogate, Mandar
;
Li, Jingpeng
. - : Elsevier, 2019
BASE
Show details
19
Persian Named Entity Recognition
Dashtipour, Kia
;
Gogate, Mandar
;
Adeel, Ahsan
. - : Institute of Electrical and Electronics Engineers Inc, 2017. : Piscataway, NJ, USA, 2017
BASE
Show details
Mobile view
All
Catalogues
UB Frankfurt Linguistik
0
IDS Mannheim
0
OLC Linguistik
0
UB Frankfurt Retrokatalog
0
DNB Subject Category Language
0
Institut für Empirische Sprachwissenschaft
0
Leibniz-Centre General Linguistics (ZAS)
0
Bibliographies
BLLDB
0
BDSL
0
IDS Bibliografie zur deutschen Grammatik
0
IDS Bibliografie zur Gesprächsforschung
0
IDS Konnektoren im Deutschen
0
IDS Präpositionen im Deutschen
0
IDS OBELEX meta
0
MPI-SHH Linguistics Collection
0
MPI for Psycholinguistics
0
Linked Open Data catalogues
Annohub
0
Online resources
Link directory
0
Journal directory
0
Database directory
0
Dictionary directory
0
Open access documents
BASE
19
Linguistik-Repository
0
IDS Publikationsserver
0
Online dissertations
0
Language Description Heritage
0
© 2013 - 2024 Lin|gu|is|tik
|
Imprint
|
Privacy Policy
|
Datenschutzeinstellungen ändern