Completion and augmentation-based spatiotemporal deep learning approach for short-term metro origin-destination matrix prediction under limited observable data.

[BibT_eX]

[DOI]

Jiexia Ye

Juanjuan Zhao

Furong Zheng

Cheng-Zhong Xu

Neural Comput. Appl., February, 2023

Deep learning approach for predicting lymph node metastasis in non-small cell lung cancer by fusing image-gene data.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2023

APBench: A Unified Benchmark for Availability Poisoning Attacks and Defenses.

[BibT_eX]

[DOI]

CoRR, 2023

Learning the Unlearnable: Adversarial Augmentations Suppress Unlearnable Example Attacks.

[BibT_eX]

[DOI]

CoRR, 2023

Practical model with strong interpretability and predictability: An explanatory model for individuals' destination prediction considering personal and crowd travel behavior.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2023

Classification of mild cognitive impairment based on handwriting dynamics and qEEG.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2023

PreGenerator: TCM Prescription Recommendation Model Based on Retrieval and Generation Method.

[BibT_eX]

[DOI]

IEEE Access, 2023

Destruction-Restoration Suppresses Data Protection Perturbations against Diffusion Models.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Conference on Tools with Artificial Intelligence, 2023

AdvDiffuser: Natural Adversarial Example Synthesis with Diffusion Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Two-domain adaptive attention network for TCM auxiliary diagnosis with hand images.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Bioinformatics and Biomedical Technology, 2023

A Survey on Cross-Domain Few-Shot Image Classification.

[BibT_eX]

[DOI]

Proceedings of the Big Data - BigData 2023, 2023

2022

CoScal: Multifaceted Scaling of Microservices With Reinforcement Learning.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., December, 2022

GLTC: A Metro Passenger Identification Method Across AFC Data and Sparse WiFi Data.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

MDLF: A Multi-View-Based Deep Learning Framework for Individual Trip Destination Prediction in Public Transportation Systems.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

How to Build a Graph-Based Deep Learning Architecture in Traffic Domain: A Survey.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

DDPTransformer: Dual-Domain With Parallel Transformer Network for Sparse View CT Image Reconstruction.

[BibT_eX]

[DOI]

IEEE Trans. Computational Imaging, 2022

A Federated Mixed Logit Model for Personal Mobility Service in Autonomous Transportation Systems.

[BibT_eX]

[DOI]

Syst., 2022

Segmentation-based multi-scale attention model for KRAS mutation prediction in rectal cancer.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., 2022

CatCharger: Deploying In-Motion Wireless Chargers in a Metropolitan Road Network via Categorization and Clustering of Vehicle Traffic.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2022

CD-Guide: A Dispatching and Charging Approach for Electric Taxicabs.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2022

Multi-level learning based on 3D CT image integrated medical clinic information for accurate diagnosis of pulmonary nodules.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2022

Improved heterogeneous data fusion and multi-scale feature selection method for lung cancer subtype classification.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2022

BAC: A block alliance consensus mechanism for the mine consortium blockchain.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2022

Static-Dynamic coordinated Transformer for Tumor Longitudinal Growth Prediction.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2022

MS-ResNet: disease-specific survival prediction using longitudinal CT images and clinical data.

[BibT_eX]

[DOI]

Int. J. Comput. Assist. Radiol. Surg., 2022

An adaptive self-guided wavelet convolutional neural network with compound loss for low-dose CT denoising.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., 2022

Semantic consistency generative adversarial network for cross-modality domain adaptation in ultrasound thyroid nodule classification.

[BibT_eX]

[DOI]

Appl. Intell., 2022

DAS-Net: A lung nodule segmentation method based on adaptive dual-branch attention and shadow mapping.

[BibT_eX]

[DOI]

Appl. Intell., 2022

Distributed Data-Sharing Consensus in Cooperative Perception of Autonomous Vehicles.

[BibT_eX]

[DOI]

Chenxi Qiu

Sourabh Yadav

Anna Cinzia Squicciarini

Proceedings of the 42nd IEEE International Conference on Distributed Computing Systems, 2022

Ordis: A Dynamic Order-Dispatch Algorithm for Ridehailing and Ridesharing in a Large Region.

[BibT_eX]

[DOI]

Proceedings of the Algorithms and Architectures for Parallel Processing, 2022

A Fast and Secured Peer-to-Peer Energy Trading Using Blockchain Consensus.

[BibT_eX]

[DOI]

Proceedings of the IEEE Industry Applications Society Annual Meeting, 2022

TrafficAdaptor: an adaptive obfuscation strategy for vehicle location privacy against traffic flow aware attacks.

[BibT_eX]

[DOI]

Chenxi Qiu

Li Yan

Anna Cinzia Squicciarini

Juanjuan Zhao

Chengzhong Xu

Primal Pappachan

Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022

Optimizing Cache Accesses with Tensor Memory Format Search for Transformers in TVM.

[BibT_eX]

[DOI]

Proceedings of the Cloud Computing - CLOUD 2022, 2022

Improving Few-Shot Image Classification with Self-supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the Cloud Computing - CLOUD 2022, 2022

2021

DART: a visual analytics system for understanding dynamic association rule mining.

[BibT_eX]

[DOI]

Vis. Comput., 2021

Integrate domain knowledge in training multi-task cascade deep learning model for benign-malignant thyroid nodule classification on ultrasound images.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2021

Multi-View TRGRU: Transformer based Spatiotemporal Model for Short-Term Metro Origin-Destination Matrix Prediction.

[BibT_eX]

[DOI]

CoRR, 2021

Incorporating Reachability Knowledge into a Multi-Spatial Graph Convolution Based Seq2Seq Model for Traffic Forecasting.

[BibT_eX]

[DOI]

CoRR, 2021

Dynamic traffic bottlenecks identification based on congestion diffusion model by influence maximization in metro-city scales.

[BibT_eX]

[DOI]

Concurr. Comput. Pract. Exp., 2021

Tourism Growth Prediction Based on Deep Learning Approach.

[BibT_eX]

[DOI]

Complex., 2021

Spatial-Frequency dual-branch attention model for determining <i>KRAS</i> mutation status in colorectal cancer with T2-weighted MRI.

[BibT_eX]

[DOI]

Comput. Methods Programs Biomed., 2021

Segmentation of Liver Lesions Without Contrast Agents With Radiomics-Guided Densely UNet-Nested GAN.

[BibT_eX]

[DOI]

IEEE Access, 2021

DPACN: Dual Prior-Guided Astrous Convolutional Network for Adhesive Pulmonary Nodules Segmentation on CT Sequence.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Computer Vision - 4th Chinese Conference, 2021

The Reform and Exploration of Intelligent PYTHON Language Teaching.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Computer Science & Education, 2021

2020

Tumour growth prediction of follow-up lung cancer via conditional recurrent variational autoencoder.

[BibT_eX]

[DOI]

IET Image Process., 2020

Joint DBN and Fuzzy C-Means unsupervised deep clustering for lung cancer patient stratification.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2020

Multi-View Graph Convolutional Networks for Relationship-Driven Stock Prediction.

[BibT_eX]

[DOI]

CoRR, 2020

An improved energy-low clustering hierarchy protocol based on ensemble algorithm.

[BibT_eX]

[DOI]

Penghua Xie

Ming Lv

Juanjuan Zhao

Concurr. Comput. Pract. Exp., 2020

Knowledge-guided synthetic medical image adversarial augmentation for ultrasonography thyroid nodule classification.

[BibT_eX]

[DOI]

Ntikurako Guy-Fernand Kazihise

Comput. Methods Programs Biomed., 2020

Multi-branch cross attention model for prediction of KRAS mutation in rectal cancer with t2-weighted MRI.

[BibT_eX]

[DOI]

Ntikurako Guy-Fernand Kazihise

Appl. Intell., 2020

Spatiotemporal Data Fusion in Graph Convolutional Networks for Traffic Prediction.

[BibT_eX]

[DOI]

IEEE Access, 2020

Reinforcement Learning based Scheduling for Cooperative EV-to-EV Dynamic Wireless Charging.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2020

CD-Guide: A Reinforcement Learning based Dispatching and Charging Approach for Electric Taxicabs.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2020

Multi-STGCnet: A Graph Convolution Based Spatial-Temporal Framework for Subway Passenger Flow Forecasting.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Multi-Graph Convolutional Network for Relationship-Driven Stock Movement Prediction.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

MobiCharger: Optimal Scheduling for Cooperative EV-to-EV Dynamic Wireless Charging.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020

A Data-Driven Method for Dynamic OD Passenger Flow Matrix Estimation in Urban Metro Systems.

[BibT_eX]

[DOI]

Proceedings of the Big Data - BigData 2020, 2020

2019

A feature extraction method for lung nodules based on a multichannel principal component analysis network (PCANet).

[BibT_eX]

[DOI]

Multim. Tools Appl., 2019

An automatic detection model of pulmonary nodules based on deep belief network.

[BibT_eX]

[DOI]

Zhiyong Zhang

Jialing Yang

Juanjuan Zhao

Int. J. Wirel. Mob. Comput., 2019

Mobile health framework based on adaptive feature selection of deep convolutional neural network and QoS optimisation for benign-malignant lung nodule classification.

[BibT_eX]

[DOI]

Int. J. Wirel. Mob. Comput., 2019

MLW-gcForest: a multi-weighted gcForest model towards the staging of lung adenocarcinoma based on multi-modal genetic data.

[BibT_eX]

[DOI]

Ntikurako Guy-Fernand Kazihise

Yanfen Cui

Xiaotong Yang

Siyuan Liu

BMC Bioinform., 2019

DScGANS: Integrate Domain Knowledge in Training Dual-Path Semi-supervised Conditional Generative Adversarial Networks and S3VM for Ultrasonography Thyroid Nodules Classification.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Radiomics-guided GAN for Segmentation of Liver Tumor Without Contrast Agents.

[BibT_eX]

[DOI]

Ntikurako Guy-Fernand Kazihise

Bo Chen

Shuo Li

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

A Congestion Diffusion Model with Influence Maximization for Traffic Bottlenecks Identification in Metrocity Scales.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

Employing Opportunistic Charging for Electric Taxicabs to Reduce Idle Time.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018

3D reconstruction of pulmonary nodules in PET-CT image sequences based on a novel 3D region growing method combined with ACO.

[BibT_eX]

[DOI]

Int. J. Bio Inspired Comput., 2018

Automatic diagnosis of pulmonary nodules using a hierarchical extreme learning machine model.

[BibT_eX]

[DOI]

Int. J. Bio Inspired Comput., 2018

2017

Estimation of Passenger Route Choice Pattern Using Smart Card Data for Complex Metro Systems.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2017

Spatio-Temporal Analysis of Passenger Travel Patterns in Massive Smart Card Data.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2017

Last-Mile Transit Service with Urban Infrastructure Data.

[BibT_eX]

[DOI]

Nikos Papanikolopoulos

ACM Trans. Cyber Phys. Syst., 2017

基于改进自生成神经网络的肺部CT序列图像分割 (Segmentation of Lung CT Image Sequences Based on Improved Self-generating Neural Networks).

[BibT_eX]

[DOI]

Xiaolei Liao

Juanjuan Zhao

计算机科学, 2017

Medical Sign Recognition of Lung Nodules Based on Image Retrieval with Semantic Features and Supervised Hashing.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2017

CatCharger: Deploying wireless charging lanes in a metropolitan road network through categorization and clustering of vehicle traffic.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

2016

Spatiotemporal Segmentation of Metro Trips Using Smart Card Data.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2016

Heterogeneous Model Integration for Multi-Source Urban Infrastructure Data.

[BibT_eX]

[DOI]

ACM Trans. Cyber Phys. Syst., 2016

基于哈希编码的无线多媒体传感网络森林火灾图像识别算法 (Forest Fire Image Recognition Algorithm Based on Wireless Multimedia Sensor Network of Hash Coding).

[BibT_eX]

[DOI]

计算机科学, 2016

An automated pulmonary parenchyma segmentation method based on an improved region growing algorithmin PET-CT imaging.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2016

CatCharge: Deploying wireless charging lane in metropolitan scale through categorization and clustering of vehicle mobility.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Conference on Network Protocols, 2016

A Deep Learning Model of Automatic Detection of Pulmonary Nodules Based on Convolution Neural Networks (CNNs).

[BibT_eX]

[DOI]

Proceedings of the Bio-inspired Computing - Theories and Applications, 2016

2015

基于数据融合的无线传感器网络林火监控算法 (Forest Fire Monitoring Algorithm Based on Wireless Sensor Network Data Fusion).

[BibT_eX]

[DOI]

Yongxing Liu

Juanjuan Zhao

Xiaomin Chang

计算机科学, 2015

Cavitary nodule segmentation in computed tomography images based on self-generating neural networks and particle swarm optimisation.

[BibT_eX]

[DOI]

Int. J. Bio Inspired Comput., 2015

Feeder: supporting last-mile transit with extreme-scale urban infrastructure data.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Information Processing in Sensor Networks, 2015

UrbanCPS: a cyber-physical system based on multi-source big infrastructure data for heterogeneous model integration.

[BibT_eX]

[DOI]

Proceedings of the ACM/IEEE Sixth International Conference on Cyber-Physical Systems, 2015

coMobile: real-time human mobility modeling at urban scale using multi-view learning.

[BibT_eX]

[DOI]

Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015

2014

Forest Fire Image Intelligent Recognition based on the Neural Network.

[BibT_eX]

[DOI]

Yan Qiang

Bo Pei

Juanjuan Zhao

J. Multim., 2014

A short-term trend prediction model of topic over Sina Weibo dataset.

[BibT_eX]

[DOI]

J. Comb. Optim., 2014

Improvement of path analysis algorithm in social networks based on HBase.

[BibT_eX]

[DOI]

J. Comb. Optim., 2014

Multisensor Data Fusion for Wildfire Warning.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Mobile Ad-hoc and Sensor Networks, 2014

A New Energy Reduction Method Based on Fire Probability Threshold Switch for WSN.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Mobile Ad-hoc and Sensor Networks, 2014

Understanding temporal and spatial travel patterns of individual passengers by mining smart card data.

[BibT_eX]

[DOI]

Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

2013

A Short-Term Prediction Model of Topic Popularity on Microblogs.

[BibT_eX]

[DOI]

Proceedings of the Computing and Combinatorics, 19th International Conference, 2013

Social Network Path Analysis Based on HBase.

[BibT_eX]

[DOI]

Proceedings of the Computing and Combinatorics, 19th International Conference, 2013

A characterization of big data benchmarks.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

2008

The Research on User Modeling for Personalized Affective Computing.

[BibT_eX]

[DOI]

Juanjuan Zhao

Junjie Chen

Proceedings of the International Conference on Computer Science and Software Engineering, 2008

Juanjuan Zhao

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