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Super-resolution sparse MIMO-OFDM channel estimation based on spatial and temporal correlations
Zhen Gao, Linglong Dai, Zhaohua Lu, Chau Yuen, Zhaocheng Wang , IEEE Communications Letters , 2014MATLABFree
-
Low-complexity near-optimal signal detection for uplink large-scale MIMO systems
Xinyu Gao, Linglong Dai, Yongkui Ma, Zhaocheng Wang , ArXiv , 2014MATLABFree
-
Low-complexity signal detection for large-scale MIMO in optical wireless communications
Xinyu Gao, Linglong Dai, Yuting Hu, Yu Zhang, Zhaocheng Wang , IEEE Journal on Selected Areas in Communications , 2015MATLABFree
-
On the ergodic capacity of MIMO free-space optical systems over turbulence channels
Jiayi Zhang, Linglong Dai, Yanjun Han, Yu Zhang, Zhaocheng Wang , IEEE Journal on Selected Areas in Communications , 2015MATLABFree
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Non-orthogonal multiple access for 5G: Solutions, challenges, opportunities, and future research trends
Linglong Dai, Bichai Wang, Yifei Yuan, Shuangfeng Han, I Chih-Lin, Zhaocheng Wang , IEEE Communications Magazine , 2015MATLABFree
-
Compressive sensing based differential channel feedback for massive MIMO
Wenqian Shen, Linglong Dai, Yi Shi, Xudong Zhu, Zhaocheng Wang , ArXiv , 2015MATLABFree
-
Graph coloring based pilot allocation to mitigate pilot contamination for multi-cell massive MIMO systems
Xudong Zhu, Linglong Dai, Zhaocheng Wang , IEEE Communications Letters , 2015MATLABFree
-
Joint CSIT acquisition based on low-rank matrix completion for FDD massive MIMO systems
Wenqian Shen, Linglong Dai, Byonghyo Shim, Shahid Mumtaz, Zhaocheng Wang , IEEE Communications Letters , 2015MATLABFree
-
Spatially common sparsity based adaptive channel estimation and feedback for FDD massive MIMO
Zhen Gao, Linglong Dai, Zhaocheng Wang, Sheng Chen , IEEE Transactions on Signal Processing , 2015MATLABFree
-
Low-complexity SSOR-based precoding for massive MIMO systems
Tian Xie, Linglong Dai, Xinyu Gao, Xiaoming Dai, Youping Zhao , IEEE Communications Letters , 2016MATLABFree
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MIMO-NOMA design for small packet transmission in the Internet of things
Zhiguo Ding, Linglong Dai, H. Vincent Poor , IEEE Access , 2016MATLABFree
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Energy-efficient hybrid analog and digital precoding for mmWave MIMO systems with large antenna arrays
Xinyu Gao, Linglong Dai, Shuangfeng Han, I Chih-Lin, Robert W. Heath , IEEE Journal on Selected Areas in Communications , 2016MATLABFree
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On the spectral efficiency of massive MIMO systems with low-resolution ADCs
Jiayi Zhang, Linglong Dai, Shengyang Sun, Zhaocheng Wang , IEEE Communications Letters , 2016MATLABFree
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Near-optimal beam selection for beamspace mmWave massive MIMO systems
Xinyu Gao, Linglong Dai, Zhijie Chen, Zhaocheng Wang, Zhijun Zhang , IEEE Communications Letters , 2016MATLABFree
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Channel estimation for millimeter-Wave massive MIMO with hybrid precoding over frequency-selective fading channels
Zhen Gao, Linglong Dai, Chen Hu, Zhaocheng Wang , IEEE Communications Letters , 2016MATLABFree
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Joint user activity and data detection based on structured compressive sensing for NOMA
Bichai Wang, Linglong Dai, Talha Mahin Mir, Zhaocheng Wang , IEEE Communications Letters , 2016MATLABFree
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Turbo-like beamforming based on tabu search algorithm for millimeter-wave massive MIMO systems
Xinyu Gao, Linglong Dai, Chau Yuen, Zhaocheng Wang , IEEE Transactions on Vehicular Technology , 2016MATLABFree
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Joint channel training and feedback for FDD massive MIMO systems
Wenqian Shen, Linglong Dai, Yi Shi, Byonghyo Shim, Zhaocheng Wang , IEEE Transactions on Vehicular Technology , 2016MATLABFree
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Energy efficiency maximization for device-to-device communication underlaying cellular networks on multiple bands
Yuan Zhang, Yang Yang, Linglong Dai , IEEE Access , 2016MATLABFree
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Near-optimal signal detector based on structured compressive sensing for massive SM-MIMO
Zhen Gao, Linglong Dai, Chenhao Qi, Chau Yuen, Zhaocheng Wang , IEEE Transactions on Vehicular Technology , 2017MATLABFree
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Transmission capacity analysis of relay-assisted device-to-device overlay/underlay communication
Yang Yang, Yuan Zhang, Linglong Dai, Jianjun Li, Shahid Mumtaz, Jonathan Rodriguez , IEEE Transactions on Industrial Informatics , 2017MATLABFree
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Performance analysis of mixed-ADC massive MIMO systems over Rician fading channels
Jiayi Zhang, Linglong Dai, Ziyan He, Shi Jin, Xu Li , IEEE Journal on Selected Areas in Communications , 2017MATLABFree
-
Fast channel tracking for terahertz beamspace massive MIMO systems
Xinyu Gao, Linglong Dai, Yuan Zhang, Tian Xie, Xiaoming Dai, Zhaocheng Wang , IEEE Transactions on Vehicular Technology , 2017MATLABFree
-
Reliable beamspace channel estimation for millimeter-wave massive MIMO systems with lens antenna array
Xinyu Gao, Linglong Dai, Shuangfeng Han, Chih-lin I, Xiaodong Wang , IEEE Transactions on Wireless Communications , 2016MATLABFree
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Spectrum and energy-efficient beamspace MIMO-NOMA for millimeter-wave communications using lens antenna array
Bichai Wang, Linglong Dai, Zhaocheng Wang, Ning Ge, Shidong Zhou , IEEE Journal on Selected Areas in Communications , 2017MATLABFree
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On the performance of NOMA-based cooperative relaying systems over Rician fading channels
Ruicheng Jiao, Linglong Dai, Jiayi Zhang, Richard MacKenzie, Mo Hao , IEEE Transactions on Vehicular Technology , 2017MATLABFree
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Relay hybrid precoding design in millimeter-wave massive MIMO systems
Xuan Xue, Yongchao Wang, Linglong Dai, Christos Masouros , IEEE Transactions on Signal Processing , 2018MATLABFree
-
Low RF-complexity technologies to enable millimeter-wave MIMO with large antenna array for 5G wireless communications
Xinyu Gao, Linglong Dai, Akbar M. Sayeed , IEEE Communications Magazine , 2018MATLABFree
-
Super-resolution channel estimation for mmWave massive MIMO with hybrid precoding
Chaofang Hu, Linglong Dai, Talha Mahin Mir, Zhen Gao, Jun Fang , IEEE Transactions on Vehicular Technology , 2018MATLABFree
-
Channel feedback codebook design for millimeter-wave massive MIMO systems relying on lens antenna array
Wenqian Shen, Linglong Dai, Yue Li, Zhaocheng Wang, Lajos Hanzo Hanzo , IEEE Wireless Communications Letters , 2018MATLABFree
-
Channel feedback based on AoD-adaptive subspace codebook in FDD massive MIMO systems
Wenqian Shen, Linglong Dai, Byonghyo Shim, Zhaocheng Wang, Robert W. Heath , IEEE Transactions on Communications , 2018MATLABFree
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Hybrid precoding-based millimeter-wave massive MIMO-NOMA with simultaneous wireless information and power transfer
Linglong Dai, Bichai Wang, Mugen Peng, Shanzhi Chen , IEEE Journal on Selected Areas in Communications , 2019MATLABFree
-
Mixed-ADC/DAC multipair massive MIMO relaying systems: Performance analysis and power optimization
Jiayi Zhang, Linglong Dai, Ziyan He, Bo Ai, Octavia A. Dobre , IEEE Transactions on Communications , 2019MATLABFree
-
Accelerated Training of Conditional Random Fields with Stochastic Gradient Methods
S. V. N. Vishwanathan, Nicol N. Schraudolph, Mark W. Schmidt, Kevin P. Murphy , International Conference on Machine Learning , 2006MATLAB/CPPFree
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Learning Graphical Model Structure using L1-Regularization Paths
Mark W. Schmidt, Alexandru Niculescu-Mizil, Kevin P. Murphy , National Conference on Artificial Intelligence , 2007MATLABFree
-
Structure Learning in Random Fields for Heart Motion Abnormality Detection
Mark W. Schmidt, Kevin P. Murphy, Glenn Fung, Rómer Rosales , Computer Vision and Pattern Recognition , 2008MATLABFree
-
Modeling Discrete Interventional Data using Directed Cyclic Graphical Models
Mark W. Schmidt, Kevin P. Murphy , Uncertainty in Artificial Intelligence , 2009MATLABFree
-
Optimizing Costly Functions with Simple Constraints: A Limited-Memory Projected Quasi-Newton Algorithm
Mark W. Schmidt, Ewout van den Berg, Michael P. Friedlander, Kevin P. Murphy , International Conference on Artificial Intelligence and Statistics , 2009MATLABFree
-
Causal Learning without DAGs
David Duvenaud, Daniel Eaton, Kevin Murphy, Mark Schmidt , Neural Information Processing Systems , 2008MATLABFree
-
Convergence Rates of Inexact Proximal-Gradient Methods for Convex Optimization
Mark W. Schmidt, Nicolas Le Roux, Francis R. Bach , Neural Information Processing Systems , 2011MATLABFree
-
On Sparse, Spectral and Other Parameterizations of Binary Probabilistic Models
David Buchman, Mark W. Schmidt, Shakir Mohamed, David Poole, Nando de Freitas , International Conference on Artificial Intelligence and Statistics , 2012MATLABFree
-
Hybrid Deterministic-Stochastic Methods for Data Fitting
Michael P. Friedlander, Mark W. Schmidt , SIAM Journal on Scientific Computing , 2012MATLABFree
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Minimizing Finite Sums with the Stochastic Average Gradient
Mark W. Schmidt, Nicolas Le Roux, Francis R. Bach , Mathematical Programming , 2017MATLABFree
-
Non-Uniform Stochastic Average Gradient Method for Training Conditional Random Fields
Mark W. Schmidt, Reza Babanezhad, Mohamed Osama Ahmed, Aaron Defazio, Ann Clifton , International Conference on Artificial Intelligence and Statistics , 2015MATLABFree
-
Stop Wasting My Gradients: Practical SVRG
Reza Babanezhad, Mohamed Osama Ahmed, Alim Virani, Mark W. Schmidt, Jakub Konecný , Neural Information Processing Systems , 2015MATLABFree
-
Coordinate descent converges faster with the Gauss-Southwell rule than random selection
Julie Nutini, Mark W. Schmidt, Issam H. Laradji, Michael P. Friedlander, Hoyt A. Koepke , International Conference on Machine Learning , 2015PythonFree
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Convergence Rates for Greedy Kaczmarz Algorithms, and Faster Randomized Kaczmarz Rules Using the Orthogonality Graph
Julie Nutini, Behrooz Sepehry, Issam H. Laradji, Mark W. Schmidt, Hoyt A. Koepke , Uncertainty in Artificial Intelligence , 2016PythonFree
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Model-Independent Online Learning for Influence Maximization
Sharan Vaswani, Branislav Kveton, Zheng Wen, Mohammad Ghavamzadeh, Laks V. S. Lakshmanan, and Mark Schmidt , International Conference on Machine Learning , 2017MATLABFree
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Let’s Make Block Coordinate Descent Go Fast: Faster Greedy Rules, Message-Passing, Active-Set Complexity, and Superlinear Convergence
Julie Nutini, Issam Laradji, Mark Schmidt , arXiv: Optimization and Control , 2017PythonFree
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Online Learning Rate Adaptation with Hypergradient Descent
Atilim Gunes Baydin, Robert Cornish, David Martinez Rubio, Mark Schmidt, Frank Wood , International Conference on Learning Representations , 2018PyTorchFree
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Where are the Blobs: Counting by Localization with Point Supervision
Issam H. Laradji, Negar Rostamzadeh, Pedro O. Pinheiro, David Vázquez, Mark W. Schmidt , European Conference on Computer Vision , 2018PyTorchFree
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Neighborhood MinMax Projections
Feiping Nie, Shiming Xiang, Changshui Zhang , The Twentieth International Joint Conference on Artificial Intelligence (IJCAI) , 2007MATLABFree
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Probabilistic labeled Semi-supervised SVM
Mingjie Qian, Feiping Nie, Changshui Zhang , Workshop on Optimization Based Methods for Emerging Data Mining Problems in conjunction with IEEE International Conference on Data Mining (ICDM Workshop) , 2009MATLABFree
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Efficient Multi-class Unlabeled Constrained Semi-supervised SVM
Mingjie Qian, Feiping Nie, Changshui Zhang , The 18th ACM Conference on Information and Knowledge Management (CIKM) , 2009MATLABFree
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Orthogonal Locality Minimizing Globality Maximizing Projections for Feature Extraction
Feiping Nie, Shiming Xiang, Yangqiu Song and Changshui Zhang , Optical Engineering (OE) , 2009MATLABFree
-
Learning an Orthogonal And Smooth Subspace for Image Classification
Chenping Hou, Feiping Nie, Changshui Zhang and Yi Wu , IEEE Signal Processing Letters (SPL) , 2009MATLABFree
-
Trace Ratio Problem Revisited
Yangqing Jia, Feiping Nie, Changshui Zhang , IEEE Transactions on Neural Networks (TNN) , 2009MATLABFree
-
A General Graph-Based Semi-Supervised Learning with Novel Class Discovery
Feiping Nie, Shiming Xiang, Yun Liu, Changshui Zhang , Neural Computing Applications (NCA) , 2010MATLABFree
-
A General Kernelization Framework for Learning Algorithms Based on Kernel PCA
Changshui Zhang, Feiping Nie*, Shiming Xiang , Neurocomputing , 2010MATLABFree
-
Flexible Manifold Embedding: A Framework for Semi-supervised and Unsupervised Dimension Reduction
Feiping Nie, Dong Xu, Ivor W. Tsang, Changshui Zhang , IEEE Transactions on Image Processing (TIP) , 2010MATLABFree
-
Multi-Class L2,1-Norms Support Vector Machine
Xiao Cai, Feiping Nie, Heng Huang, and Chris Ding , IEEE International Conference on Data Mining (ICDM) , 2011MATLABFree
-
Exploiting the Entire Feature Space with Sparsity for Automatic Image Annotation
Zhigang Ma, Yi Yang, Feiping Nie, Jasper Uijlings, Nicu Sebe , ACM International Conference on Multimedia (ACM MM) , 2011MATLABFree
-
Unsupervised and Semi-supervised Learning via L1-norm Graph
Feiping Nie, Hua Wang, Heng Huang, Chris Ding , The 13th International Conference on Computer Vision (ICCV) , 2011MATLABFree
-
Nonnegative Spectral Clustering with Discriminative Regularization
Yi Yang, Heng Tao Shen, Feiping Nie, Rongrong Ji, Xiaofang Zhou , The 25th AAAI Conference on Artificial Intelligence (AAAI) , 2011MATLABFree
-
Feature selection via joint embedding learning and sparse regression
Chenping Hou, Feiping Nie, Dongyun Yi, Yi Wu , The 22nd International Joint Conference on Artificial Intelligence (IJCAI) , 2011MATLABFree
-
Robust Principal Component Analysis with Non-Greedy L1-Norm Maximization
Feiping Nie, Heng Huang, Chris Ding, Dijun Luo, Hua Wang , The 22nd International Joint Conference on Artificial Intelligence (IJCAI) , 2011MATLABFree
-
Cauchy Graph Embedding
Dijun Luo, Chris Ding, Feiping Nie, Heng Huang , The 28th International Conference on Machine Learning (ICML) , 2011MATLABFree
-
Spectral Embedded Clustering: A Framework for In-Sample and Out-of-Sample Spectral Clustering
Feiping Nie, Zinan Zeng, Ivor Tsang, Dong Xu, Changshui Zhang , IEEE Transactions on Neural Networks (TNN) , 2011MATLABFree
-
Robust Matrix Completion via Joint Schatten p-Norm and Lp-Norm Minimization
Feiping Nie, Hua Wang, Xiao Cai, Heng Huang, Chris Ding , IEEE International Conference on Data Mining (ICDM) , 2012MATLABFree
-
Low-Rank Matrix Recovery via Efficient Schatten p-Norm Minimization
Feiping Nie, Heng Huang, Chris Ding , The 26th AAAI Conference on Artificial Intelligence (AAAI) , 2012MATLABFree
-
Orthogonal vs. Uncorrelated Least Squares Discriminant Analysis for Feature Extraction
Feiping Nie, Shiming Xiang, Yun Liu, Chenping Hou, Changshui Zhang , Pattern Recognition Letters , 2012MATLABFree
-
Identifying Quantitative Trait Loci via Group-Sparse Multi-Task Regression and Feature Selection: An Imaging Genetics Study of the ADNI Cohort
Hua Wang, Feiping Nie, Heng Huang, Sungeun Kim, Kwangsik Nho, Shannon Risacher, Andrew J Saykin, Li Shen, ADNI , Bioinformatics , 2012MATLABFree
-
Identifying Disease Sensitive and Quantitative Trait Relevant Biomarkers from Multi-Dimensional Heterogeneous Imaging Genetics Data via Sparse Multi-Modal Multi-Task Learning
Hua Wang, Feiping Nie, Heng Huang, Shannon L. Risacher, Andrew J. Saykin, Li Shen , Bioinformatics , 2012MATLABFree
-
Two-stage Hybrid Decision Feedback Equalization for DS-CDMA Systems
Le-Nam Tran, Een-Kee Hong, and Huaping Liu , IEEE Transactions on Wireless Communications , 2008MATLABFree
-
Unique Word Based Frequency Domain Equalization with Noise Prediction
Le-nam Tran, and Een-kee Hong , IEEE Communications Letters , 2008MATLABFree
-
Fast Converging Algorithm for Weighted Sum Rate Maximization in Multicell MISO Downlink
Le-Nam Tran, Muhammad Fainan Hanif, Antti Tolli, and Markku Juntti , IEEE Signal Processing Letters , 2012MATLABFree
-
Beamformer Designs for MISO Broadcast Channels with Zero-Forcing Dirty Paper Coding
Le-Nam Tran, Markku Juntti, Mats Bengtsson, and Bjorn Ottersten , IEEE Transactions on Wireless Communications , 2013MATLABFree
-
Weighted Sum Rate Maximization for MIMO Broadcast Channels Using Dirty Paper Coding and Zero-forcing Methods
Le-Nam Tran, Markku Juntti, Mats Bengtsson, and Bjorn Ottersten , IEEE Transactions on Communications , 2013MATLABFree
-
A Conic Quadratic Programming Approach to Physical Layer Multicasting for Large-Scale Antenna Arrays
Le-Nam Tran, Muhammad Fainan Hanif, and Markku Juntti , IEEE Signal Processing Letters , 2014MATLABFree
-
Symmetric Capacity of MIMO Downlink Channels
Juyul Lee, and Nihar Jindal , 2006 IEEE International Symposium on Information Theory , 2006MATLABFree
-
Mutual Information of IID Complex Gaussian Signals on Block Rayleigh-Faded Channels
Fredrik Rusek, Angel Lozano, and Nihar Jindal , IEEE Transactions on Information Theory , 2012MATLABFree
-
Sum Power Iterative Water-filling for Multi-antenna Gaussian Broadcast Channels
N. Jindal, Wonjong Rhee, S. Vishwanath, S.A. Jafar, and A. Goldsmith , IEEE Transactions on Information Theory , 2005MATLABFree
-
Multi-User Diversity vs. Accurate Channel State Information in MIMO Downlink Channels
Niranjay Ravindran, and Nihar Jindal , IEEE Transactions on Wireless Communications , 2012MATLABFree
-
Learning Parametric Dictionaries for Signals on Graphs
Dorina Thanou, David I Shuman, and Pascal Frossard , IEEE Transactions on Signal Processing , 2014MATLABFree
-
Spectrum-Adapted Tight Graph Wavelet and Vertex-Frequency Frames
David I Shuman, Christoph Wiesmeyr, Nicki Holighaus, and Pierre Vandergheynst , IEEE Transactions on Signal Processing , 2015MATLABFree
-
A Multiscale Pyramid Transform for Graph Signals
David I Shuman, Mohammad Javad Faraji, and Pierre Vandergheynst , IEEE Transactions on Signal Processing , 2016MATLABFree
-
Global and Local Uncertainty Principles for Signals on Graphs
Nathanael Perraudin, Benjamin Ricaud, David I Shuman, and Pierre Vandergheynst , APSIPA Transactions on Signal and Information Processing , 2018MATLABFree
-
Distributed Signal Processing via Chebyshev Polynomial Approximation
David I Shuman, Pierre Vandergheynst, Daniel Kressner, and Pascal Frossard , IEEE Transactions on Signal and Information Processing over Networks , 2018MATLABFree
-
Group Iterative Spectrum Thresholding for Super-Resolution Sparse Spectral Selection
Yiyuan She, Jiangping Wang, Huanghuang Li, and Dapeng Wu , IEEE Transactions on Signal Processing , 2013MATLABFree
-
Learning Topology and Dynamics of Large Recurrent Neural Networks
Yiyuan She, Yuejia He, and Dapeng Wu , IEEE Transactions on Signal Processing , 2014MATLABFree
-
Joint Association Graph Screening and Decomposition for Large-Scale Linear Dynamical Systems
Yiyuan She, Yuejia He, Shijie Li, and Dapeng Wu , IEEE Transactions on Signal Processing , 2015MATLABFree
-
Pitch‐based gender identification with two‐stage classification
Yakun Hu, Dapeng Wu, and Antonio Nucci , Security and Communication Networks , 2012MATLABFree
-
Fuzzy-Clustering-Based Decision Tree Approach for Large Population Speaker Identification
Yakun Hu, Dapeng Wu, and Antonio Nucci , IEEE Transactions on Audio, Speech, and Language Processing , 2013MATLABFree
-
From Phenotype to Genotype: An Association Study of Candidate Phenotypic Markers to Alzheimer’s Disease Relevant SNPs
Hua Wang, Feiping Nie, Heng Huang, Jingwen Yan, Sungeun Kim, Kwangsik Nho, Shannon L. Risacher, Andrew J. Saykin, Li Shen, , Bioinformatics , 2012MATLABFree
-
Web Image Annotation via Subspace-Sparsity Collaborated Feature Selection
Zhigang Ma, Feiping Nie, Yi Yang, Jasper Uijlings, Nicu Sebe , IEEE Transactions on Multimedia , 2012MATLABFree
-
Discriminating Joint Feature Analysis for Multimedia Content Understanding
Zhigang Ma, Feiping Nie, Yi Yang, Jasper Uijlings, Nicu Sebe, Alexander G. Hauptmann , IEEE Transactions on Multimedia , 2012MATLABFree
-
Initialization Independent Clustering with Actively Self-Training Method
Feiping Nie, Dong Xu, Xuelong Li , IEEE Transactions on Systems, Man and Cybernetics, Part B (TSMCB) , 2012MATLABFree
-
Semi-supervised Dimension Reduction using Trace Ratio Criterion
Yi Huang, Dong Xu, Feiping Nie , IEEE Transactions on Neural Networks and Learning Systems (TNNLS) , 2012MATLABFree
-
Discriminative Least Squares Regression for Multiclass Classification and Feature Selection
Shiming Xiang, Feiping Nie, Gaofeng Meng, Chunhong Pan, Changshui Zhang , IEEE Transactions on Neural Networks and Learning Systems (TNNLS) , 2012MATLABFree
-
Web & Personal Image Annotation by Mining Label Correlation with Relaxed Visual Graph Embedding
Yi Yang, Fei Wu, Feiping Nie, Heng Tao Shen, Yueting Zhuang, Alexander G. Hauptmann , IEEE Transactions on Image Processing , 2012MATLABFree
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