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• Article

  Augmentation of Deep Learning Models for Multistep Traffic Speed Prediction

  Riaz, A., Rahman, H., Arshad, M. A., Nabeel, M., Yasin, A., Al-Adhaileh, M. H., Eldin, E. T. & Ghamry, N. A., Oct 2022, In: Applied Sciences (Switzerland). 12, 19, 9723.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Neural Network 100%
  • Learning Model 100%
  • Short-Term Memory 100%
  • Intelligent Transportation System 33%
  • Fully Convolutional Network 33%
  3 Citations (Scopus)

• Augmented Deep Reinforcement Learning for Online Energy Minimization of Wireless Powered Mobile Edge Computing

  Chen, X., Dai, W., Ni, W., Wang, X., Zhang, S., Xu, S. & Sun, Y., 1 May 2023, In: IEEE Transactions on Communications. 71, 5, p. 2698-2710 13 p.

  Research output: Contribution to journal › Article › peer-review

  • Deep Reinforcement Learning 100%
  • Deep Q-Network 100%
  • Multi-Access Edge Computing 100%
  • Energy Minimisation 100%
  • Wireless Power Transfer 100%
  23 Citations (Scopus)

• Augmented Filtering Based on Information Weighted Consensus Fusion for Simultaneous Localization and Tracking via Wireless Sensor Networks

  Jiang, X., Lu, B., Ren, P., Luo, C. & Wang, X., 2015, In: International Journal of Distributed Sensor Networks. 2015, 391757.

  Research output: Contribution to journal › Article › peer-review
  5 Citations (Scopus)

• Augmented Reality Visualization for Image-Guided Surgery: A Validation Study Using a Three-Dimensional Printed Phantom

  Glas, H. H., Kraeima, J., van Ooijen, P. M. A., Spijkervet, F. K. L., Yu, L. & Witjes, M. J. H., Sept 2021, In: Journal of Oral and Maxillofacial Surgery. 79, 9, p. 1943.e1-1943.e10

  Research output: Contribution to journal › Article › peer-review

  Open Access
  29 Citations (Scopus)

• Augmented subspace MUSIC method for DOA estimation using acoustic vector sensor array

  Liu, A., Yang, D., Shi, S., Zhu, Z. & Li, Y., 2019, In: IET Radar, Sonar and Navigation. 13, 6, p. 969-975 7 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Signal-to-Noise Ratio 100%
  • Under-water 33%
  59 Citations (Scopus)

• Augmented tracking with incomplete observation and probabilistic reasoning

  Xu, M. & Ellis, T., 1 Nov 2006, In: Image and Vision Computing. 24, 11, p. 1202-1217 16 p.

  Research output: Contribution to journal › Article › peer-review

  • Probabilistic Reasoning 100%
  • Kalman Filtering 50%
  • on-line algorithm 50%
  • Reasoning 50%
  • Bayesian Networks 50%
  11 Citations (Scopus)

• Augmenting light coverage for photosynthesis through YFP-enhanced charge separation at the Rhodobacter sphaeroides reaction centre

  Grayson, K. J., Faries, K. M., Huang, X., Qian, P., Dilbeck, P., Martin, E. C., Hitchcock, A., Vasilev, C., Yuen, J. M., Niedzwiedzki, D. M., Leggett, G. J., Holten, D., Kirmaier, C. & Hunter, C. N., 5 Jan 2017, In: Nature Communications. 8, 13972.

  Research output: Contribution to journal › Article › peer-review

  Open Access
  37 Citations (Scopus)

• A Unified Approach to Chiral α-Aryl Ketones and Aldehydes via Ni-Catalyzed Asymmetric Reductive Cross-Coupling

  Qiu, C., Liu, L., Zhang, K., Du, S., Chen, Y., Wang, X. & Gong, H., 8 May 2025, In: Journal of the American Chemical Society. 147, p. 17251–17259 9 p.

  Research output: Contribution to journal › Article › peer-review

• A Unified Channel Estimation Framework for Stationary and Non-Stationary Fading Environments

  Shi, Q., Liu, Y., Zhang, S., Xu, S. & Lau, V. K. N., Jul 2021, In: IEEE Transactions on Communications. 69, 7, p. 4937-4952 16 p., 9400849.

  Research output: Contribution to journal › Article › peer-review

  • Channel Estimation 100%
  • Fading Environment 100%
  • super resolution 50%
  • Estimation Scheme 50%
  • Recovery Scheme 25%
  17 Citations (Scopus)

• A unified end-to-end classification model for focal liver lesions

  Zhao, L., Liu, S., An, Y., Cai, W., Li, B., Wang, S. H., Liang, P., Yu, J. & Zhao, J., Sept 2023, In: Biomedical Signal Processing and Control. 86, 105260.

  Research output: Contribution to journal › Article › peer-review

  • Models 100%
  • Classification Models 100%
  • Ultrasound 100%
  • Classification 100%
  • Model 100%
  3 Citations (Scopus)

• A Unified Framework for Event-Based Frame Interpolation with Ad-Hoc Deblurring in the Wild

  Sun, L., Gehrig, D., Sakaridis, C., Gehrig, M., Liang, J., Sun, P., Xu, Z., Wang, K., Van Gool, L. & Scaramuzza, D., 2025, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 47, 4, p. 2265-2279 15 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Unified Framework 100%
  • Synthetic Data 100%
  • Event Information 50%
  • Temporal Dimension 50%
  • Recurrent Network 50%

• A unified model of human hemoglobin switching through single-cell genome editing

  Shen, Y., Verboon, J. M., Zhang, Y., Liu, N., Kim, Y. J., Marglous, S., Nandakumar, S. K., Voit, R. A., Fiorini, C., Ejaz, A., Basak, A., Orkin, S. H., Xu, J. & Sankaran, V. G., 1 Dec 2021, In: Nature Communications. 12, 1, 4991.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Genome Editing 100%
  • Globin 25%
  • BCL11A 25%
  • HBG1 25%
  • Fetal Hemoglobin 25%
  27 Citations (Scopus)

• A unique flavin mononucleotide-linked primary alcohol oxidase for glycopeptide A40926 maturation

  Li, Y. S., Ho, J. Y., Huang, C. C., Lyu, S. Y., Lee, C. Y., Huang, Y. T., Wu, C. J., Chan, H. C., Huang, C. J., Hsu, N. S., Tsai, M. D. & Li, T. L., 7 Nov 2007, In: Journal of the American Chemical Society. 129, 44, p. 13384-13385 2 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Glycopeptide 100%
  • Alcohol Oxidase 100%
  • Flavine Mononucleotide 100%
  • Flavin Mononucleotide 100%
  • Polypeptide Antibiotic Agent 33%
  27 Citations (Scopus)

• A universal optimal approach to cam curve design and its applications

  Qiu, H., Lin, C. J., Li, Z. Y., Ozaki, H., Wang, J. & Yue, Y., Jun 2005, In: Mechanism and Machine Theory. 40, 6, p. 669-692 24 p.

  Research output: Contribution to journal › Article › peer-review
  97 Citations (Scopus)

• Auslander's formula and correspondence for exact categories

  Henrard, R., Kvamme, S. & van Roosmalen, A. C., 4 Jun 2022, In: Advances in Mathematics. 401, 108296.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Complete 100%
  • Idempotent 100%
  • Bijection 49%
  • Functor 49%
  • Projective 49%
  6 Citations (Scopus)

• Australia and the China Threat: managing ambiguity

  Goodman, D. S. G., 3 Sept 2017, In: Pacific Review. 30, 5, p. 769-782 14 p.

  Research output: Contribution to journal › Article › peer-review

  • China 100%
  • Australia 100%
  • Ambiguity 100%
  • Office 100%
  • Economic Systems 14%
  32 Citations (Scopus)

• Austria, modestly sensitive - Austria, modestamente sensibile

  Parati, I., 2022, In: Compasses. 38, p. 106-113 8 p.

  Research output: Contribution to journal › Article

• Austria: ascoltare la terra

  Parati, I., 2021, In: Il Giornale dell’Architettura.

  Research output: Contribution to journal › Article

  Open Access

• Authors’ Reply: On The Decomposition Of The Ruin Probability For A Jump-Diffusion Surplus Process Compounded By A Geometric Brownian Motion

  Yang, H., 1 Apr 2006, In: North American Actuarial Journal. 10, 2, p. 129-131 3 p.

  Research output: Contribution to journal › Article › peer-review

• Authors’ Reply: A Direct Approach to the Discounted Penalty Function - Discussion by Volkmar Lautscham; Yi Lu; Eric C. K. Cheung

  Albrecher, H., Gerber, H. U. & Yang, H., 1 Oct 2010, In: North American Actuarial Journal. 14, 4, p. 445-447 3 p.

  Research output: Contribution to journal › Article › peer-review

• Autoencoder neural network-based STAP algorithm for airborne radar with inadequate training samples

  Liao, G., Xu, J., Zhu, S., Juwono, F., Zeng, C. & Liu, J., 28 Nov 2022, In: Remote Sensing.

  Research output: Contribution to journal › Article › peer-review

  6 Citations (Scopus)

• Automated classification of brain images using wavelet-energy and biogeography-based optimization

  Yang, G., Zhang, Y., Yang, J., Ji, G., Dong, Z., Wang, S., Feng, C. & Wang, Q., 1 Dec 2016, In: Multimedia Tools and Applications. 75, 23, p. 15601-15617 17 p.

  Research output: Contribution to journal › Article › peer-review

  • Classification 100%
  • Energy 100%
  • Biogeography 100%
  • Brain 100%
  • Weight 33%
  153 Citations (Scopus)

• Automated feature validation for creating/editing feature-based component data models

  Gindy, N. N. Z., Yue, Y. & Zhu, C. F., Sept 1998, In: International Journal of Production Research. 36, 9, p. 2479-2495 17 p.

  Research output: Contribution to journal › Article › peer-review
  12 Citations (Scopus)

• Automated Function Placement and Online Optimization of Network Functions Virtualization

  Chen, X., Ni, W., Collings, I. B., Wang, X. & Xu, S., Feb 2019, In: IEEE Transactions on Communications. 67, 2, p. 1225-1237 13 p., 8501940.

  Research output: Contribution to journal › Article › peer-review

  • Network Function 100%
  • Spatial Variation 20%
  • Temporal Variation 20%
  34 Citations (Scopus)

• Automated Hallux Valgus Detection from Foot Photos Using CBAM-Enhanced MobileNetV3 with Data Augmentation

  Fang, X., Li, P., Wu, D., Pan, Y. & Wang, H., 27 May 2025, (Accepted/In press) In: Electronics (Switzerland).

  Research output: Contribution to journal › Article › peer-review

• Automated high-throughput neurophenotyping of zebrafish social behavior

  Green, J., Collins, C., Kyzar, E. J., Pham, M., Roth, A., Gaikwad, S., Cachat, J., Stewart, A. M., Landsman, S., Grieco, F., Tegelenbosch, R., Noldus, L. P. J. J. & Kalueff, A. V., 30 Sept 2012, In: Journal of Neuroscience Methods. 210, 2, p. 266-271 6 p.

  Research output: Contribution to journal › Article › peer-review

  • Behavior (Neuroscience) 100%
  • Social Behavior 100%
  • Pheromone 100%
  • Lysergic Acid Diethylamide 100%
  • Neuroscience 50%
  152 Citations (Scopus)

• Automated Knee Bone Segmentation and Visualisation Using Mask RCNN and Marching Cube: Data From The Osteoarthritis Initiative

  Patekar, R., Kumar, P. S., Gan, H. S. & Ramlee, M. H., 2022, In: ASM Science Journal. 17

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Osteoarthritis 100%
  • Knee 100%
  • Bone 100%
  • Magnetic Resonance Imaging 16%
  • Spine 16%
  3 Citations (Scopus)

• Automated Knee Bone Segmentation Using Mask Region-Based Convolutional Neural Network: Data From the Osteoarthritis Initiative

  Gan, H. S., 2022, In: ASM Science Journal.

  Research output: Contribution to journal › Article › peer-review

• Automated Robotic Microinjection of the Nematode Worm Caenorhabditis elegans

  Dong, X., Song, P. & Liu, X., Apr 2021, In: IEEE Transactions on Automation Science and Engineering. 18, 2, p. 850-859 10 p., 9130870.

  Research output: Contribution to journal › Article › peer-review

  • Success Rate 100%
  • Robotics 100%
  • Robotic System 75%
  • Experiments 50%
  • Microfluidic Device 50%
  19 Citations (Scopus)

• Automated Social Text Annotation with Joint Multilabel Attention Networks

  Dong, H., Wang, W., Huang, K. & Coenen, F., May 2021, In: IEEE Transactions on Neural Networks and Learning Systems. 32, 5, p. 2224-2238 15 p., 9126211.

  Research output: Contribution to journal › Article › peer-review

  Open Access
  18 Citations (Scopus)

• Automated tumor proportion score analysis for PD-L1 (22C3) expression in lung squamous cell carcinoma

  Liu, J., Zheng, Q., Mu, X., Zuo, Y., Xu, B., Jin, Y., Wang, Y., Tian, H., Yang, Y., Xue, Q., Huang, Z., Chen, L., Gu, B., Hou, X., Shen, L., Guo, Y. & Li, Y., Dec 2021, In: Scientific Reports. 11, 1, 15907.

  Research output: Contribution to journal › Article › peer-review

  Open Access
  33 Citations (Scopus)

• Automated Valet Parking and Charging: A Novel Collaborative AI-Empowered Architecture

  Guo, X., Boateng, G. O., Si, H., Cao, Y., Qiu, Y., Lai, Z., Li, X., Liu, X. & Chen, C., 2025, In: IEEE Communications Magazine. 63, 1, p. 131-137 7 p.

  Research output: Contribution to journal › Article › peer-review

  • Artificial Intelligence 100%
  • Charging System 33%
  • Modular Architecture 33%
  • High Definition 33%
  • Optimization Strategy 33%
  3 Citations (Scopus)

• Automatic accident detection with multi-modal alert system implementation for ITS

  Fernandes, B., Alam, M., Gomes, V., Ferreira, J. & Oliveira, A., 1 Jan 2016, In: Vehicular Communications. 3, p. 1-11 11 p.

  Research output: Contribution to journal › Article › peer-review

  • Detection 100%
  • Intelligent Transportation System 100%
  • System Implementation 100%
  • Accidents 100%
  • Application 80%
  69 Citations (Scopus)

• Automatic analysis of social media images to identify disaster type and infer appropriate emergency response

  Asif, A., Khatoon, S., Hasan, M. M., Alshamari, M. A., Abdou, S., Elsayed, K. M. & Rashwan, M., Dec 2021, In: Journal of Big Data. 8, 1, 83.

  Research output: Contribution to journal › Article › peer-review

  Open Access
  40 Citations (Scopus)

• Automatic Calibration of a Rainfall-Runoff Model Using a Fast and Elitist Multi-objective Particle Swarm Algorithm

  Liu, Y., 2009, In: Expert Systems with Applications. 36(5), p. 9533-9538

  Research output: Contribution to journal › Article › peer-review
  51 Citations (Scopus)

• Automatic calibration of a rapid flood spreading model using multiobjective optimisations

  Liu, Y. & Pender, G., Apr 2013, In: Soft Computing. 17, 4, p. 713-724 12 p.

  Research output: Contribution to journal › Article › peer-review

  • Multiobjective Optimization 100%
  • Particle Swarm Optimization 100%
  • Multiobjective 100%
  • Differential Evolution 66%
  • Search Algorithm 50%
  11 Citations (Scopus)

• Automatic Classification of Eyewitness Messages for Disaster Events Using Linguistic Rules and ML/AI Approaches

  Haider, S., Mahmood, A., Khatoon, S., Alshamari, M. & Afzal, M. T., Oct 2022, In: Applied Sciences (Switzerland). 12, 19, 9953.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Classification Technique 100%
  1 Citation (Scopus)

• Automatic classification of Lithuanian parliament bills

  Mackute-Varoneckiene, A., Man, K. L. & Krilavicius, T., 2018, In: International Journal of Information Technology and Management. 17, 1-2, p. 129-139 11 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

• Automatic crack detection on road pavements using encoder-decoder architecture

  Fan, Z., Li, C., Chen, Y., Wei, J., Loprencipe, G., Chen, X. & Di Mascio, P., 1 Jul 2020, In: Materials. 13, 13, p. 1-18 18 p., 2960.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Asphalt Concrete 100%
  • Pavement 100%
  136 Citations (Scopus)

• Automatic Design of Deep Networks with Neural Blocks

  Zhong, G., Jiao, W., Gao, W. & Huang, K., 1 Jan 2020, In: Cognitive Computation. 12, 1, p. 1-12 12 p.

  Research output: Contribution to journal › Article › peer-review

  • Application 100%
  • Deep Neural Network 100%
  • Reinforcement Learning 100%
  • Computer Vision 49%
  • High Efficiency 49%
  21 Citations (Scopus)

• Automatic Detection and Classification System of Domestic Waste via Multimodel Cascaded Convolutional Neural Network

  Li, J., Chen, J., Sheng, B., Li, P., Yang, P., Feng, D. D. & Qi, J., 1 Jan 2022, In: IEEE Transactions on Industrial Informatics. 18, 1, p. 163-173 11 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access
  195 Citations (Scopus)

• Automatic Indoor Thermal Comfort Monitoring Based on BIM and IoT Technology

  Liang, W., Qiang, G., Fan, L., Zhang, H., Ye, Z. & Tang, S., Nov 2024, In: Buildings. 14, 11, 3361.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Thermal Comfort 100%
  • Building Information Modeling 100%
  • Internet-Of-Things 100%
  • Office Buildings 25%
  • Temperature Time 25%
  1 Citation (Scopus)

• Automatic machining of 2·5D components with the ACIS modeller

  Murray, J. L. & Yue, Y., 1993, In: International Journal of Computer Integrated Manufacturing. 6, 1-2, p. 94-104 11 p.

  Research output: Contribution to journal › Article › peer-review

  • Machining 100%
  • Modelers 100%
  • Models 66%
  • Planning 66%
  • Model 66%
  6 Citations (Scopus)

• Automatic offline-capable smartphone paper-based microfluidic device for efficient biomarker detection of Alzheimer's disease

  Duan, S., Cai, T., Liu, F., Li, Y., Yuan, H., Yuan, W., Huang, K., Hoettges, K., Chen, M., Lim, E. G., Zhao, C. & Song, P., 15 Jun 2024, In: Analytica Chimica Acta. 1308, 342575.

  Research output: Contribution to journal › Article › peer-review

  • Deep Learning 100%
  • Biological Marker 100%
  • Immunoassay 100%
  • YOLOv5 50%
  • Deep Learning Model 25%
  9 Citations (Scopus)

• Automatic ontology generation from patents using a pre-built library, WordNet and a class-based n-gram model

  Li, Z. & Tate, D., 2015, In: International Journal of Product Development. 20, 2, p. 142-172 31 p.

  Research output: Contribution to journal › Article › peer-review

  • Classes 100%
  • Ontology 100%
  • n-gram language model 100%
  • Patent 100%
  • Validation 60%
  8 Citations (Scopus)

• Automatic Pavement Crack Detection Based on Octave Convolution Neural Network with Hierarchical Feature Learning

  Xu, M., Li, C., Chen, Y. & Wei, W., 2024, In: Journal of Beijing Institute of Technology (English Edition). 33, 5, p. 422-435 14 p.

  Research output: Contribution to journal › Article › peer-review

  • Crack Detection 100%
  • Convolutional Neural Network 100%
  • Pavement 100%
  • Hierarchical Network 100%
  • Representation Learning 100%

• Automatic Pavement Defect Detection and Classification Using RGB-Thermal Images Based on Hierarchical Residual Attention Network

  Chen, C., Chandra, S. & Seo, H., Aug 2022, In: Sensors. 22, 15, 5781.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Model 100%
  • Image 100%
  • Detection 100%
  • Pavement 100%
  • Accuracy 28%
  12 Citations (Scopus)

• Automatic salient object segmentation using saliency map and color segmentation

  Han, S. H., Jung, G. D., Lee, S. Y., Hong, Y. P. & Lee, S. H., Sept 2013, In: Journal of Central South University. 20, 9, p. 2407-2413 7 p.

  Research output: Contribution to journal › Article › peer-review
  4 Citations (Scopus)

• Automatic strain sensor design via active learning and data augmentation for soft machines

  Yang, H., Li, J., Lim, K. Z., Pan, C., Van Truong, T., Wang, Q., Li, K., Li, S., Xiao, X., Ding, M., Chen, T., Liu, X., Xie, Q., Alvarado, P. V. Y., Wang, X. & Chen, P. Y., Jan 2022, In: Nature Machine Intelligence. 4, 1, p. 84-94 11 p.

  Research output: Contribution to journal › Article › peer-review
  70 Citations (Scopus)

• Automorphism groups and Homogeneous fibrations on projective varieties with nef anticanonical divisors

  Li, Z. & Xu, J., 2025, (Submitted) In: Preprint.

  Research output: Contribution to journal › Article