R. Rana

Most-cited papers

Ear-phone: an end-to-end participatory urban noise mapping system
R. Rana, Chun Chou, S. Kanhere, N. Bulusu +1 more
2010International Symposium on Information Processing in Sensor Networks780 citations
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Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering
S. Siriwardhana, Rivindu Weerasekera, Elliott Wen, Tharindu Kaluarachchi +2 more
2022Transactions of the Association for Computational Linguistics399 citations Open access
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Natural Language Processing in Electronic Health Records in relation to healthcare decision-making: A systematic review
Elias Hossain, R. Rana, Niall S. Higgins, J. Soar +3 more
2023Comput. Biol. Medicine393 citations Open access
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Survey of Deep Representation Learning for Speech Emotion Recognition
S. Latif, R. Rana, Sara Khalifa, R. Jurdak +2 more
2021IEEE Transactions on Affective Computing168 citations Open access
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Phonocardiographic Sensing Using Deep Learning for Abnormal Heartbeat Detection
S. Latif, Muhammad Usman, R. Rana, Junaid Qadir
2018IEEE Sensors Journal165 citations Open access
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Mobile Health in the Developing World: Review of Literature and Lessons From a Case Study
S. Latif, R. Rana, Junaid Qadir, Anwaar Ali +2 more
2017IEEE Access138 citations Open access
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Feasibility analysis of using humidex as an indoor thermal comfort predictor
R. Rana, Branislav Kusy, R. Jurdak, J. Wall +1 more
2013133 citations
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Energy efficient information collection in wireless sensor networks using adaptive compressive sensing
Chun-Tung Chou, R. Rana, Wen Hu
2009IEEE Conference on Local Computer Networks129 citations
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Gated Recurrent Unit (GRU) for Emotion Classification from Noisy Speech
R. Rana
2016arXiv.org128 citations
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Transfer Learning for Improving Speech Emotion Classification Accuracy
S. Latif, R. Rana, Shahzad Younis, Junaid Qadir +1 more
2018Interspeech127 citations
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Multi-Task Semi-Supervised Adversarial Autoencoding for Speech Emotion Recognition
S. Latif, R. Rana, Sara Khalifa, R. Jurdak +2 more
2019IEEE Transactions on Affective Computing124 citations Open access
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Direct Modelling of Speech Emotion from Raw Speech
S. Latif, R. Rana, Sara Khalifa, R. Jurdak +1 more
2019Interspeech121 citations Open access
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Variational Autoencoders for Learning Latent Representations of Speech Emotion
S. Latif, R. Rana, Junaid Qadir, J. Epps
2017Interspeech105 citations Open access
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Emotion Intensity and its Control for Emotional Voice Conversion
Kun Zhou, Berrak Sisman, R. Rana, Björn W. Schuller +1 more
2022IEEE Transactions on Affective Computing100 citations Open access
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Deep Representation Learning in Speech Processing: Challenges, Recent Advances, and Future Trends
S. Latif, R. Rana, Sara Khalifa, R. Jurdak +2 more
2020arXiv.org100 citations
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Ear-Phone: A context-aware noise mapping using smart phones
R. Rana, Chun Chou, N. Bulusu, S. Kanhere +1 more
2013Pervasive and Mobile Computing97 citations Open access
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Self Supervised Adversarial Domain Adaptation for Cross-Corpus and Cross-Language Speech Emotion Recognition
S. Latif, R. Rana, Sara Khalifa, R. Jurdak +1 more
2022IEEE Transactions on Affective Computing80 citations Open access
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Speech Synthesis With Mixed Emotions
Kun Zhou, Berrak Sisman, R. Rana, Björn W. Schuller +1 more
2022IEEE Transactions on Affective Computing78 citations Open access
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SigRep: Toward Robust Wearable Emotion Recognition With Contrastive Representation Learning
Vipula Dissanayake, Sachith Seneviratne, R. Rana, Elliott Wen +2 more
2022IEEE Access65 citations Open access
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Novel activity classification and occupancy estimation methods for intelligent HVAC (heating, ventilation and air conditioning) systems
R. Rana, Branislav Kusy, J. Wall, Wen Hu
201561 citations
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Nonuniform Compressive Sensing for Heterogeneous Wireless Sensor Networks
Yiran Shen, Wen Hu, R. Rana, Chun-Tung Chou
2013IEEE Sensors Journal55 citations
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Dynamic texture reconstruction from sparse codes for unusual event detection in crowded scenes
Jing-Xin Xu, Simon Denman, S. Sridharan, Clinton Fookes +1 more
2011J-MRE '1150 citations Open access
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Automated Screening for Distress: A Perspective for the Future
R. Rana, S. Latif, R. Gururajan, A. Gray +3 more
2019European Journal of Cancer Care49 citations Open access
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Adversarial Machine Learning And Speech Emotion Recognition: Utilizing Generative Adversarial Networks For Robustness
S. Latif, R. Rana, Junaid Qadir
2018arXiv.org44 citations
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Multitask Learning From Augmented Auxiliary Data for Improving Speech Emotion Recognition
S. Latif, R. Rana, Sara Khalifa, R. Jurdak +1 more
2022IEEE Transactions on Affective Computing40 citations Open access
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Federated Learning for Speech Emotion Recognition Applications
S. Latif, Sara Khalifa, R. Rana, R. Jurdak
202040 citations
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SimpleTrack: Adaptive Trajectory Compression With Deterministic Projection Matrix for Mobile Sensor Networks
R. Rana, Ming-Rui Yang, T. Wark, Chun-Tung Chou +1 more
2014IEEE Sensors Journal38 citations Open access
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Cross Corpus Speech Emotion Classification- An Effective Transfer Learning Technique
S. Latif, R. Rana, Shahzad Younis, Junaid Qadir +1 more
2018arXiv.org36 citations
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Sparse Temporal Representations for Facial Expression Recognition
Si-En W. Chew, R. Rana, P. Lucey, Simon Lucey +1 more
2011Pacific-Rim Symposium on Image and Video Technology36 citations Open access
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Deep Architecture Enhancing Robustness to Noise, Adversarial Attacks, and Cross-corpus Setting for Speech Emotion Recognition
S. Latif, R. Rana, Sara Khalifa, R. Jurdak +1 more
2020Interspeech35 citations Open access
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Real-time classification via sparse representation in acoustic sensor networks
Bo Wei, Ming-Rui Yang, Yiran Shen, R. Rana +2 more
2013ACM International Conference on Embedded Networked Sensor Systems34 citations
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Kryptein: A Compressive-Sensing-Based Encryption Scheme for the Internet of Things
Wanli Xue, Chengwen Luo, Guohao Lan, R. Rana +2 more
2017International Symposium on Information Processing in Sensor Networks33 citations Open access
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Determination of Activities of Daily Living of independent living older people using environmentally placed sensors
Qing Zhang, M. Karunanithi, R. Rana, Jiajun Liu
2013Annual International Conference of the IEEE Engineering in Medicine and Biology Society33 citations
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Augmenting Generative Adversarial Networks for Speech Emotion Recognition
S. Latif, Muhammad Asim, R. Rana, Sara Khalifa +2 more
2020Interspeech30 citations Open access
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AI-Based Emotion Recognition: Promise, Peril, and Prescriptions for Prosocial Path
S. Latif, Hafiz Shehbaz Ali, Muhammad Usama, R. Rana +2 more
2022arXiv.org28 citations Open access
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Gait Velocity Estimation Using Time-Interleaved Between Consecutive Passive IR Sensor Activations
R. Rana, Daniel Austin, P. Jacobs, M. Karunanithi +1 more
2013IEEE Sensors Journal27 citations Open access
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An Adaptive Algorithm for Compressive Approximation of Trajectory (AACAT) for Delay Tolerant Networks
R. Rana, Wen Hu, T. Wark, Chun-Tung Chou
2011European Conference/Workshop on Wireless Sensor Networks26 citations
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Non-uniform compressive sensing in wireless sensor networks: Feasibility and application
Yiran Shen, Wen Hu, R. Rana, Chun-Tung Chou
20112011 Seventh International Conference on Intelligent Sensors, Sensor Networks and Information Processing25 citations
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Energy-Aware Sparse Approximation Technique (EAST) for Rechargeable Wireless Sensor Networks
R. Rana, Wen Hu, Chun-Tung Chou
2010European Conference/Workshop on Wireless Sensor Networks25 citations
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Image denoising and restoration with CNN-LSTM Encoder Decoder with Direct Attention
K. N. Haque, M. Yousuf, R. Rana
2018arXiv.org22 citations
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Automating Motion Correction in Multishot MRI Using Generative Adversarial Networks
S. Latif, Muhammad Asim, Muhammad Usman, Junaid Qadir +1 more
2018arXiv.org22 citations
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Compressive Sensing for Gait Recognition
Sabesan Sivapalan, R. Rana, D. Chen, S. Sridharan +2 more
20112011 International Conference on Digital Image Computing: Techniques and Applications22 citations
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Opportunistic and Context-Aware Affect Sensing on Smartphones
R. Rana, Margee Hume, John Reilly, R. Jurdak +1 more
2015IEEE pervasive computing20 citations Open access
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A Novel Policy for Pre-trained Deep Reinforcement Learning for Speech Emotion Recognition
Thejan Rajapakshe, R. Rana, Sara Khalifa, Björn W. Schuller +1 more
2021Australasian Computer Science Week17 citations Open access
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High-Fidelity Audio Generation and Representation Learning With Guided Adversarial Autoencoder
K. N. Haque, R. Rana, B. Schuller
2020IEEE Access13 citations Open access
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Towards a Compressive-Sensing-Based Lightweight Encryption Scheme for the Internet of Things
Wanli Xue, Chengwen Luo, Yiran Shen, R. Rana +4 more
2020IEEE Transactions on Mobile Computing13 citations Open access
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Distributed sparse approximation for frog sound classification
Bo Wei, Ming-Rui Yang, R. Rana, Chun-Tung Chou +1 more
2012International Symposium on Information Processing in Sensor Networks13 citations
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Emotion Classification from Noisy Speech - A Deep Learning Approach
R. Rana
2016arXiv.org11 citations
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Abnormal Heartbeat Detection Using Recurrent Neural Networks
S. Latif, Muhammad Usman, Junaid Qadir, R. Rana
2018arXiv.org10 citations
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Poster Abstract: Federated Learning for Speech Emotion Recognition Applications
S. Latif, Sara Khalifa, R. Rana, R. Jurdak
2020International Symposium on Information Processing in Sensor Networks9 citations
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