photo

Iti Chaturvedi

Projects

1

Publications

36

Awards

2

Contact Details

Lecturer, Information Technology

Biography

  • I received the Ph.D. degree in computer engineering from Nanyang Technological University, Singapore. I currently teach information processing and design thinking. My research interests include signal processing and artificial intelligence on social media. I appeared on Stanford's list of most cited researcher in 2022.

Research

Projects
Sentiment prediction from social media
01 Apr 2020

Teaching

Research Advisor Accreditation
Advisor Type

Primary

Taught Modules
[CP1403] Design Thinking ICoordinator, Lecturer
2024
[CP1405] GamificationCoordinator
2024
[CP1407] Introductory Machine Learning and Data ScienceLecturer
2024
[CP2405] Collective Intelligence and EntrepreneurshipCoordinator, Lecturer
2024
[CP2406] Programming IIICoordinator, Lecturer
2024
[CP5635] Collective Intelligence and EntrepreneurshipCoordinator, Lecturer
2024
[CP5641] Design Thinking PrinciplesCoordinator, Lecturer
2024
Current Honours and External Research Students
Named entity recognition
PHD- 2023
Completed Honours and External Research Students
Stuff segmentation and non-photorealistic rendering with generative adversarial networks
RESEARCH_MASTERS
Univariate Forecast Models and their Applications in Rainfall Prediction for Different Australian Bioregions
HONOURS
A multi-objective optimization of online real estate property search
RESEARCH_MASTERS
Concept-level image sentiment analysis with semi-supervised learning
HONOURS
Gauging online and offline public opinion for social media monitoring
PHD
Sentiment analysis using image, text and video
PHD

Activities

Awards
Most cited researchers (Top 2% world wide)
2022
Early career researcher JCU CSE
2020
Associations
ARC Assessor
2020
Associate editor for Expert Systems journal
2023
Employment
Research Fellow, Nanyang Technological University
2014 - 2019

Output

Barrier Function to Skin Elasticity in Talking Head
2024
Chaturvedi, Iti; Pandelea, Vlad; Cambria, Erik; Welsch, Roy; Datta, Bithin (2024) 'Barrier Function . Cognitive Compu, . [DOI] ...
Journal Publication Open Access ResearchOnline@JCU
Predicting word vectors for microtext
2024
Chaturvedi, Iti; Satapathy, Ranjan; Lynch, Curtis; Cambria, Erik (2024) 'Predicting word vectors for. Expert Systems, 41 (8). [DOI] ...
Journal Publication Open Access ResearchOnline@JCU
Teaching Simulations Supported by Artificial Intelligence in the Real World
2023
Chaturvedi, Iti; Cambria, Erik; Welsch, Roy E. (2023) 'Teaching Simulations Supported by Artificial . Education Sciences, 13 (2). [DOI] ...
Journal Publication Open Access ResearchOnline@JCU
Landmark calibration for facial expressions and fish classification
2022
Chaturvedi, Iti; Cambria, Erik; Chen, Qian; McConnell, Desmond (2022) 'Landmark calibration for faci. Signal, Image and Video Pro, 16 (2):377-384. [DOI] ...
Journal Publication Open Access ResearchOnline@JCU
Gaussian correction for Adversarial learning of Boundaries
2022
Chaturvedi, Iti; Chen, Qian; Welsch, Roy E.; Thapa, Kishor; Cambria, Erik (2022) 'Gaussian correctio. Signal Processin, 109 . [DOI] ...
Journal Publication Open Access ResearchOnline@JCU
Speech Emotion Recognition Using Audio Matching
2022
Chaturvedi, Iti; Noel, Tim; Satapathy, Ranjan (2022) 'Speech Emotion Recognition Using Audio Matchin. Electronics, 11 (23). [DOI] ...
Journal Publication Open Access ResearchOnline@JCU
Fuzzy aggregated topology evolution for cognitive multi-tasks
2021
Chaturvedi, Iti; Chit, Lin Su; Welsch, Roy E. (2021) 'Fuzzy aggregated topology evolution for cognit. Cognitive Computation, 13 :96-107. [DOI] ...
Journal Publication Open Access ResearchOnline@JCU
Sequential fusion of facial appearance and dynamics for depression recognition
2021
Chen, Qian; Chaturvedi, Iti; Ji, Shaoxiong; Cambria, Erik (2021) 'Sequential fusion of facial appear. Pattern Recognition Letters, 150 :115-121. [DOI] ...
Journal Publication Open Access ResearchOnline@JCU
Predicting video engagement using heterogeneous DeepWalk
2021
Chaturvedi, Iti; Thapa, Kishor; Cavallari, Sandro; Cambria, Erik; Welsch, Roy E. (2021) 'Predicting . Neurocomp, 465 :22...
Journal Publication Open Access ResearchOnline@JCU
Adhesive biocomposite electrodes on sweaty skin for long-term continuous electrophysiological monitoring
2020
Yang, Hui; Ji, Shaobo; Chaturvedi, Iti; Xia, Huarong; Wang, Ting; Chen, Geng; Pan, Liang; Wan, Chang...
Journal Publication Open Access ResearchOnline@JCU
What do people think about this monument? Understanding negative reviews via deep learning, clustering and descriptive rules
2020
Valdivia, Ana; Martínez-Cámara, Eugenio; Chaturvedi, Iti; Luzón, M. Victoria; Cambria, Erik; Ong, Ye...
Journal Publication Open Access ResearchOnline@JCU
Inconsistencies on TripAdvisor reviews: a unified index between users and Sentiment Analysis Methods
2019
Valdivia, Ana; Hrabova, Emiliya; Chaturvedi, Iti; Luzón, M. Victoria; Troiano, Luigi; Cambria, Erik;...
Journal Publication Open Access ResearchOnline@JCU
Fuzzy commonsense reasoning for multimodal sentiment analysis
2019
Chaturvedi, Iti; Satapathy, Ranjan; Cavallari, Sandro; Cambria, Erik (2019) 'Fuzzy commonsense reaso. Pattern Recognition L, 125 :264-270. [DOI ...
Journal Publication Open Access ResearchOnline@JCU
Distinguishing between facts and opinions for sentiment analysis: survey and challenges
2018
Chaturvedi, Iti; Cambria, Erik; Welsch, Roy; Herrera, Francisco (2018) 'Distinguishing between facts. Information Fusion, 44 :65-77. [DOI] ...
Journal Publication Open Access ResearchOnline@JCU
Bayesian network based extreme learning machine for subjectivity detection
2018
Chaturvedi, Iti; Ragusa, Edoardo; Gastaldo, Paolo; Zunino, Rodolfo; Cambria, Erik (2018) 'Bayesian n. Journal , 355 (4...
Journal Publication Open Access ResearchOnline@JCU
Subjectivity detection in nuclear energy tweets
2017
Satapathy, Ranjan; Chaturvedi, Iti; Cambria, Erik; Ho, Shirley S.; Na, Jin Cheon (2017) 'Subjectivit. Computaci, 21 (4):...
Journal Publication Open Access ResearchOnline@JCU
Learning word dependencies in text by means of a deep recurrent belief network
2016
Chaturvedi, Iti; Ong, Yew-Soon; Tsang, Ivor W.; Welsch, Roy E.; Cambria, Erik (2016) 'Learning word . Knowledge Ba, 108 :144-1...
Journal Publication Open Access ResearchOnline@JCU
Effects of brief mindfulness induction on weakening habits: evidence from a computer mouse control task
2015
Chong, Yek Wei; Kee, Ying Hwa; Chaturvedi, Iti (2015) 'Effects of brief mindfulness induction on wea. Mindfulness, 6 :582-588. [DOI] ...
Journal Publication Open Access ResearchOnline@JCU
Deep transfer learning for classification of time-delayed Gaussian networks
2015
Chaturvedi, Iti; Ong, Yew Soon; Arumugam, Rajesh Vellore (2015) 'Deep transfer learning for classifi. 110 :250-262. [DOI] ...
Journal Publication Open Access ResearchOnline@JCU
Guest Editorial Neurosymbolic AI for Sentiment Analysis
2023
Xing, Frank; Schuller, Bjorn; Chaturvedi, Iti; Cambria, Erik; Hussain, Amir (2023) 'Guest Editorial IEEE Transactio, 14 (3) :1711-...
Journal Contribution Open Access ResearchOnline@JCU
Retaining Women in Academics: Education Efforts [WIE From Around the World]
2023
Chaturvedi, Iti (2023) 'Retaining Women in Academics: Education Efforts [WIE From Around the World]' IEEE Women in Engineering Magazine, 17 (2) :47-48. [DOI] ...
Journal Contribution Open Access ResearchOnline@JCU
Text-Image Sentiment Analysis
2023
Chen, Qian; Ragusa, Edoardo; Chaturvedi, Iti; Cambria, Erik; Zunino, Rodolfo (2023) Text-Image Sen Hanoi, Vietna...
Conference Publication Open Access ResearchOnline@JCU
Genetic programming for domain adaptation in product reviews
2020
Chaturvedi, Iti; Cambria, Erik; Cavallari, Sandro; Welsch, Roy E. (2020) CEC 2020: IEEE Congress on ...
Conference Publication Open Access ResearchOnline@JCU
Constrained manifold learning for videos
2020
Chaturvedi, Iti; Xiang, Jin (2020) IJCNN 2020: IEEE International Joint Conference on Neural Network...
Conference Publication Open Access ResearchOnline@JCU
COAL: convolutional online adaptation learning for opinion mining
2020
Chaturvedi, Iti; Ragusa, Edoardo; Gastaldo, Paolo; Cambria, Erik (2020) ICDMW 2020: International Co...
Conference Publication Open Access ResearchOnline@JCU
Learning visual concepts in images using temporal convolutional networks
2019
Qian, Chen; Chaturvedi, Iti; Poria, Soujanya; Cambria, Erik; Malandri, Lorenzo (2019) Proceedings of...
Conference Publication Open Access ResearchOnline@JCU
Augmenting end-to-end dialogue systems with commonsense knowledge
2018
Young, Tom; Cambria, Erik; Chaturvedi, Iti; Zhou, Hao; Biswas, Subham; Huang, Minlie (2018) 32nd AAA...
Conference Publication Open Access ResearchOnline@JCU
Phonetic-based microtext normalization for Twitter sentiment analysis
2017
Satapathy, Ranjan; Guerreiro, Claudia; Chaturvedi, Iti; Cambria, Erik (2017) IEEE International Conf...
Conference Publication Open Access ResearchOnline@JCU
Convolutional MKL based multimodal emotion recognition and sentiment analysis
2017
Poria, Soujanya; Chaturvedi, Iti; Cambria, Erik; Hussian, Amir (2017) IEEE International Conference ...
Conference Publication Open Access ResearchOnline@JCU
Let's chat about Brexit! A politically-sensitive dialog system based on Twitter data
2017
Khatua, Aparup; Cambria, Erik; Khatua, Apalak; Chaturvedi, Iti (2017) IEEE International Conference ...
Conference Publication Open Access ResearchOnline@JCU
Learning word vectors in Deep Walk using convolution
2017
Chaturvedi, Iti; Cavallari, Sandro; Cambria, Erik; Zheng, Vincent (2017) FLAIRS 2017 - Proceedings o...
Conference Publication Open Access ResearchOnline@JCU
Lyapunov filtering of objectivity for Spanish sentiment model
2016
Chaturvedi, Iti; Cambria, Erik; Vilares, David (2016) Proceedings of the International Joint Confere...
Conference Publication Open Access ResearchOnline@JCU
Sentic LDA: improving on LDA with semantic similarity for aspect-based sentiment analysis
2016
Poria, Soujanya; Chaturvedi, Iti; Cambria, Erik; Bisio, Federica (2016) Proceedings of the Internati...
Conference Publication Open Access ResearchOnline@JCU
Bayesian deep convolution belief networks for subjectivity detection
2016
Chaturvedi, Iti; Cambria, Erik; Poria, Soujanya; Bajpai, Rajiv (2016) IEEE International Conference ...
Conference Publication Open Access ResearchOnline@JCU
Lexical resource for medical events: a polarity based approach
2016
Mondal, Anupam; Chaturvedi, Iti; Das, Dipankar; Bajpai, Rajiv; Bandyopadhyay, Sivaji (2016) Proceedi...
Conference Publication Open Access ResearchOnline@JCU
The CLSA model: a novel framework for concept-level sentiment analysis
2015
Cambria, Erik; Poria, Soujanya; Bisio, Federica; Bajpai, Rajiv; Chaturvedi, Iti (2015) The CLSA mo Cairo, Egy...
Conference Publication Open Access ResearchOnline@JCU