Kia Dashtipour

Orcid: 0000-0001-8651-5117

According to our database1, Kia Dashtipour authored at least 73 papers between 2016 and 2024.

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Bibliography

2024
Context-Aware Audio-Visual Speech Enhancement Based on Neuro-Fuzzy Modeling and User Preference Learning.
IEEE Trans. Fuzzy Syst., October, 2024

Sentiment Analysis Meets Explainable Artificial Intelligence: A Survey on Explainable Sentiment Analysis.
IEEE Trans. Affect. Comput., 2024

DDformer: Dimension decomposition transformer with semi-supervised learning for underwater image enhancement.
Knowl. Based Syst., 2024

Towards Environmental Preference Based Speech Enhancement For Individualised Multi-Modal Hearing Aids.
CoRR, 2024

Audio-Visual Speech Enhancement in Noisy Environments via Emotion-Based Contextual Cues.
CoRR, 2024

2023
Steel surface defect detection based on self-supervised contrastive representation learning with matching metric.
Appl. Soft Comput., September, 2023

Arabic Sentiment Analysis Based on Word Embeddings and Deep Learning.
Comput., June, 2023

A Novel Hierarchical Extreme Machine-Learning-Based Approach for Linear Attenuation Coefficient Forecasting.
Entropy, February, 2023

DNet-CNet: a novel cascaded deep network for real-time lane detection and classification.
J. Ambient Intell. Humaniz. Comput., 2023

Live Demonstration: Real-time Multi-modal Hearing Assistive Technology Prototype.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

Live Demonstration: Cloud-based Audio-Visual Speech Enhancement in Multimodal Hearing-aids.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

Application for Real-time Audio-Visual Speech Enhancement.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

5G-IoT Cloud based Demonstration of Real-Time Audio-Visual Speech Enhancement for Multimodal Hearing-aids.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Frequency-Domain Functional Links For Nonlinear Feedback Cancellation In Hearing Aids.
Proceedings of the IEEE International Conference on Acoustics, 2023

Towards Pose-Invariant Audio-Visual Speech Enhancement in the Wild for Next-Generation Multi-Modal Hearing Aids.
Proceedings of the IEEE International Conference on Acoustics, 2023

The P vs. NP Problem and Attempts to Settle It via Perfect Graphs State-of-the-Art Approach.
Proceedings of the Advances in Information and Communication, 2023

2022
Intrusion Detection Framework for the Internet of Things Using a Dense Random Neural Network.
IEEE Trans. Ind. Informatics, 2022

A Novel Temporal Attentive-Pooling based Convolutional Recurrent Architecture for Acoustic Signal Enhancement.
IEEE Trans. Artif. Intell., 2022

Extending persian sentiment lexicon with idiomatic expressions for sentiment analysis.
Soc. Netw. Anal. Min., 2022

A Machine Learning Approach Involving Functional Connectivity Features to Classify Rest-EEG Psychogenic Non-Epileptic Seizures from Healthy Controls.
Sensors, 2022

Synchronization of Monostatic Radar Using a Time-Delayed Chaos-Based FM Waveform.
Remote. Sens., 2022

COVID-opt-aiNet: A clinical decision support system for COVID-19 detection.
Int. J. Imaging Syst. Technol., 2022

A Novel Speech Intelligibility Enhancement Model based on CanonicalCorrelation and Deep Learning.
CoRR, 2022

Arabic sentiment analysis using dependency-based rules and deep neural networks.
Appl. Soft Comput., 2022

AVSE Challenge: Audio-Visual Speech Enhancement Challenge.
Proceedings of the IEEE Spoken Language Technology Workshop, 2022

A Novel Frame Structure for Cloud-Based Audio-Visual Speech Enhancement in Multimodal Hearing-aids.
Proceedings of the IEEE International Conference on E-health Networking, 2022

A Novel Speech Intelligibility Enhancement Model based on Canonical Correlation and Deep Learning.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

A Novel Chaos-based Light-weight Image Encryption Scheme for Multi-modal Hearing Aids.
Proceedings of the IEEE Conference on Dependable and Secure Computing, 2022

Formulations and Algorithms to Find Maximal and Maximum Independent Sets of Graphs.
Proceedings of the International Conference on Computational Science and Computational Intelligence, 2022

2021
A Semi-supervised Approach for Sentiment Analysis of Arab(ic+izi) Messages: Application to the Algerian Dialect.
SN Comput. Sci., 2021

Radar Sensing for Activity Classification in Elderly People Exploiting Micro-Doppler Signatures Using Machine Learning.
Sensors, 2021

Lane-DeepLab: Lane semantic segmentation in automatic driving scenarios for high-definition maps.
Neurocomputing, 2021

A novel context-aware multimodal framework for persian sentiment analysis.
Neurocomputing, 2021

Public Perception of the Fifth Generation of Cellular Networks (5G) on Social Media.
Frontiers Big Data, 2021

Ultra-Low-Power, High-Accuracy 434 MHz Indoor Positioning System for Smart Homes Leveraging Machine Learning Models.
Entropy, 2021

Sentiment Analysis of Persian Movie Reviews Using Deep Learning.
Entropy, 2021

Novel Deep Convolutional Neural Network-Based Contextual Recognition of Arabic Handwritten Scripts.
Entropy, 2021

Towards Robust Real-time Audio-Visual Speech Enhancement.
CoRR, 2021

Towards Intelligibility-Oriented Audio-Visual Speech Enhancement.
CoRR, 2021

Robust Visual Saliency Optimization Based on Bidirectional Markov Chains.
Cogn. Comput., 2021

Urdu Sentiment Analysis via Multimodal Data Mining Based on Deep Learning Algorithms.
IEEE Access, 2021

Employing Machine Learning for Predicting Transportation Modes Under the COVID-19 Pandemic: A Mobility-Trends Analysis.
Proceedings of the International Conference on UK-China Emerging Technologies, 2021

Design and Implementation of a Contactless AI-enabled Human Motion Detection System for Next-Generation Healthcare.
Proceedings of the IEEE International Conference on Smart Internet of Things, 2021

Wireless Sensing for Human Activity Recognition Using USRP.
Proceedings of the Body Area Networks. Smart IoT and Big Data for Intelligent Health Management, 2021

Comparing the Performance of Different Classifiers for Posture Detection.
Proceedings of the Body Area Networks. Smart IoT and Big Data for Intelligent Health Management, 2021

Detecting Alzheimer's Disease Using Machine Learning Methods.
Proceedings of the Body Area Networks. Smart IoT and Big Data for Intelligent Health Management, 2021

2020
An Intelligent Non-Invasive Real-Time Human Activity Recognition System for Next-Generation Healthcare.
Sensors, 2020

A Review of the State of the Art in Non-Contact Sensing for COVID-19.
Sensors, 2020

Detection of Atrial Fibrillation Using a Machine Learning Approach.
Inf., 2020

CochleaNet: A robust language-independent audio-visual model for real-time speech enhancement.
Inf. Fusion, 2020

A hybrid Persian sentiment analysis framework: Integrating dependency grammar based rules and deep neural networks.
Neurocomputing, 2020

A Review on the State of the Art in Non Contact Sensing for COVID-19.
CoRR, 2020

Travelers-Tracing and Mobility Profiling Using Machine Learning in Railway Systems.
Proceedings of the 2020 International Conference on UK-China Emerging Technologies, 2020

Visual Speech In Real Noisy Environments (VISION): A Novel Benchmark Dataset and Deep Learning-Based Baseline System.
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Deep Neural Network Driven Binaural Audio Visual Speech Separation.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019
Novel symbolic and sub-symbolic approaches for text based and multimodal sentiment analysis.
PhD thesis, 2019

AV Speech Enhancement Challenge using a Real Noisy Corpus.
CoRR, 2019

CochleaNet: A Robust Language-independent Audio-Visual Model for Speech Enhancement.
CoRR, 2019

A Survey on the Role of Wireless Sensor Networks and IoT in Disaster Management.
CoRR, 2019

A Survey on Deep Learning for the Routing Layer of Computer Network.
Proceedings of the UK/China Emerging Technologies, 2019

PerSent 2.0: Persian Sentiment Lexicon Enriched with Domain-Specific Words.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2019

Offline Arabic Handwriting Recognition Using Deep Machine Learning: A Review of Recent Advances.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2019

2018
Statistical Analysis Driven Optimized Deep Learning System for Intrusion Detection.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2018

Comparison of Sentiment Analysis Approaches Using Modern Arabic and Sudanese Dialect.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2018

Exploiting Deep Learning for Persian Sentiment Analysis.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2018

2017
An Ensemble Based Classification Approach for Persian Sentiment Analysis.
Proceedings of the Advances in Intelligent Information Hiding and Multimedia Signal Processing, 2017

A Comparative Study of Persian Sentiment Analysis Based on Different Feature Combinations.
Proceedings of the Communications, Signal Processing, and Systems, 2017

Toward's Arabic Multi-modal Sentiment Analysis.
Proceedings of the Communications, Signal Processing, and Systems, 2017

Adaptation of Sentiment Analysis Techniques to Persian Language.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2017

Persian Named Entity Recognition.
Proceedings of the 16th IEEE International Conference on Cognitive Informatics & Cognitive Computing, 2017

2016
Erratum to: Multilingual Sentiment Analysis: State of the Art and Independent Comparison of Techniques.
Cogn. Comput., 2016

Multilingual Sentiment Analysis: State of the Art and Independent Comparison of Techniques.
Cogn. Comput., 2016

PerSent: A Freely Available Persian Sentiment Lexicon.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2016


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