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#	Title	Journal	Year	Citations
1	Facial Age Estimation by Learning from Label Distributions	IEEE Transactions on Pattern Analysis and Machine Intelligence	2013	457
2	Deep Direct Reinforcement Learning for Financial Signal Representation and Trading	IEEE Transactions on Neural Networks and Learning Systems	2017	442
3	Label Distribution Learning	IEEE Transactions on Knowledge and Data Engineering	2016	397
4	Deep Label Distribution Learning With Label Ambiguity	IEEE Transactions on Image Processing	2017	304
5	社交网络中的链接预测综述	Science China Information Sciences	2015	262
6	A Multi-Agent System With a Proportional-Integral Protocol for Distributed Constrained Optimization	IEEE Transactions on Automatic Control	2017	239
7	Binary relevance for multi-label learning: an overview	Frontiers of Computer Science	2018	233
8	Evaluation of algorithms for Multi-Modality Whole Heart Segmentation: An open-access grand challenge	Medical Image Analysis	2019	180
9	Self-training from labeled features for sentiment analysis	Information Processing and Management	2011	144
10	Electric Vehicle Charging Station Placement for Urban Public Bus Systems	IEEE Transactions on Intelligent Transportation Systems	2017	132
11	Falcon-AO: A practical ontology matching system	Web Semantics	2008	131
12	Efficient composite heuristics for total flowtime minimization in permutation flow shops☆	Omega	2009	129
13	Information-centric mobile ad hoc networks and content routing: A survey	Ad Hoc Networks	2017	125
14	Constrained Consensus Algorithms With Fixed Step Size for Distributed Convex Optimization Over Multiagent Networks	IEEE Transactions on Automatic Control	2017	121
15	Circular RNA profiling and its potential for esophageal squamous cell cancer diagnosis and prognosis	Molecular Cancer	2019	121
16	Head Pose Estimation Based on Multivariate Label Distribution		2014	120
17	A Novel Cluster Head Selection Algorithm Based on Fuzzy Clustering and Particle Swarm Optimization	IEEE/ACM Transactions on Computational Biology and Bioinformatics	2017	118
18	A Collaborative Neurodynamic Approach to Multiple-Objective Distributed Optimization	IEEE Transactions on Neural Networks and Learning Systems	2018	114
19	General form for obtaining discrete orthogonal moments	IET Image Processing	2010	113
20	Discriminative Clustering and Feature Selection for Brain MRI Segmentation	IEEE Signal Processing Letters	2015	108
21	Multi-Person Pose Estimation With Enhanced Channel-Wise and Spatial Information		2019	104
22	IoT Forensics: Amazon Echo as a Use Case	IEEE Internet of Things Journal	2019	94
23	Client Selection for Federated Learning With Non-IID Data in Mobile Edge Computing	IEEE Access	2021	91
24	Development and validation of a radiopathomics model to predict pathological complete response to neoadjuvant chemoradiotherapy in locally advanced rectal cancer: a multicentre observational study	The Lancet Digital Health	2022	91
25	SMR: Medical Knowledge Graph Embedding for Safe Medicine Recommendation	Big Data Research	2021	90
26	Deadline division-based heuristic for cost optimization in workflow scheduling	Information Sciences	2009	89
27	Specificity-preserving RGB-D Saliency Detection		2021	89
28	Label Enhancement for Label Distribution Learning	IEEE Transactions on Knowledge and Data Engineering	2021	88
29	Automatic Seizure Detection using Fully Convolutional Nested LSTM	International Journal of Neural Systems	2020	87
30	Structural Regularized Support Vector Machine: A Framework for Structural Large Margin Classifier	IEEE Transactions on Neural Networks	2011	86
31	Numerical solutions of two-dimensional Burgers’ equations by discrete Adomian decomposition method	Computers and Mathematics With Applications	2010	85
32	CoTrade: Confident Co-Training With Data Editing	IEEE Transactions on Systems, Man, and Cybernetics	2011	83
33	Emotion Distribution Recognition from Facial Expressions		2015	83
34	Understanding Social Networks From a Multiagent Perspective	IEEE Transactions on Parallel and Distributed Systems	2014	79
35	Network-Coding-Assisted Data Dissemination via Cooperative Vehicle-to-Vehicle/-Infrastructure Communications	IEEE Transactions on Intelligent Transportation Systems	2016	76
36	Maximum margin partial label learning	Machine Learning	2017	75
37	The ability of object-oriented metrics to predict change-proneness: a meta-analysis	Empirical Software Engineering	2012	73
38	Data-Dependent Label Distribution Learning for Age Estimation	IEEE Transactions on Image Processing	2017	72
39	Joint Binary Classifier Learning for ECOC-Based Multi-Class Classification	IEEE Transactions on Pattern Analysis and Machine Intelligence	2016	71
40	Mobility-Aware Participant Recruitment for Vehicle-Based Mobile Crowdsensing	IEEE Transactions on Vehicular Technology	2018	71
41	A delay-based dynamic scheduling algorithm for bag-of-task workflows with stochastic task execution times in clouds	Future Generation Computer Systems	2017	70
42	Quaternion Bessel–Fourier moments and their invariant descriptors for object reconstruction and recognition	Pattern Recognition	2014	69
43	Coarse-to-fine classification for diabetic retinopathy grading using convolutional neural network	Artificial Intelligence in Medicine	2020	69
44	A novel deep hybrid recommender system based on auto-encoder with neural collaborative filtering	Big Data Mining and Analytics	2018	67
45	Inconsistency-Aware Uncertainty Estimation for Semi-Supervised Medical Image Segmentation	IEEE Transactions on Medical Imaging	2022	67
46	Fractional Krawtchouk Transform With an Application to Image Watermarking	IEEE Transactions on Signal Processing	2017	65
47	Biomedical Relation Extraction: From Binary to Complex	Computational and Mathematical Methods in Medicine	2014	63
48	Quantum Algorithm for K-Nearest Neighbors Classification Based on the Metric of Hamming Distance	International Journal of Theoretical Physics	2017	63
49	Global exponential synchronization of inertial memristive neural networks with time-varying delay via nonlinear controller	Neural Networks	2018	62
50	A unified dimensionality reduction framework for semi-paired and semi-supervised multi-view data	Pattern Recognition	2012	61

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