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1. Full Text The Kernel Least-Mean-Square Algorithm
by Weifeng Liu and Pokharel, P.P and Principe, J.C
IEEE Transactions on Signal Processing, ISSN 1053-587X, 02/2008, Volume 56, Issue 2, pp. 543 - 554
The combination of the famed kernel trick and the least-mean-square (LMS) algorithm provides an interesting sample-by-sample update for an adaptive filter in... 
Algorithm design and analysis | Machine learning algorithms | Adaptive filters | least mean square | Least squares approximation | Tikhonov regularization | Radio access networks | Kernel methods | Signal processing algorithms | Training data | Hilbert space | Kernel | Principal component analysis | Least mean square | STABILITY | kernel methods | NETWORKS | COMPONENT ANALYSIS | REGULARIZATION | ENGINEERING, ELECTRICAL & ELECTRONIC | Kernels | Algorithms | Acoustic filters | Analysis | Studies | Computational mathematics | Learning | Mathematical analysis | Signal processing | Mathematical models | Regularization
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2. Full Text Correntropy: Properties and Applications in Non-Gaussian Signal Processing
by Weifeng Liu and Pokharel, P.P and Principe, J.C
IEEE Transactions on Signal Processing, ISSN 1053-587X, 11/2007, Volume 55, Issue 11, pp. 5286 - 5298
The optimality of second-order statistics depends heavily on the assumption of Gaussianity. In this paper, we elucidate further the probabilistic and geometric... 
information theoretic learning | Random processes | Yield estimation | Statistics | Generalized correlation function | temporal principal component analysis (TPCA) | metric | Gaussian processes | Mean square error methods | Bandwidth | Signal processing | kernel methods | Robustness | Random variables | Kernel | Kernel methods | Metric | Information theoretic learning | Temporal principal component analysis (TPCA) | generalized correlation function | COMPONENT ANALYSIS | ENGINEERING, ELECTRICAL & ELECTRONIC | Usage | Analysis | Information theory | Kernels | Similarity | Probability theory | Non-Gaussian | Joints | Optimization
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3. Full Text Multiview Hessian Regularization for Image Annotation
by Weifeng Liu and Dacheng Tao
IEEE Transactions on Image Processing, ISSN 1057-7149, 07/2013, Volume 22, Issue 7, pp. 2676 - 2687
The rapid development of computer hardware and Internet technology makes large scale data dependent models computationally tractable, and opens a bright avenue... 
semisupervised learning (SSL) | image annotation | Hessian | manifold learning | multiview learning | MATRIX | KERNEL | FRAMEWORK | SUBSPACE | COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE | ENGINEERING, ELECTRICAL & ELECTRONIC | Usage | Image processing | Innovations | Machine learning | Laplace transformation | Graph theory | Hessian matrices
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4. Full Text Cooperative communications with relay-selection: when to cooperate and whom to cooperate with?
by Ibrahim, A.S and Sadek, A.K and Weifeng Su and Liu, K.J.R
IEEE Transactions on Wireless Communications, ISSN 1536-1276, 07/2008, Volume 7, Issue 7, pp. 2814 - 2827
In this paper; we propose a new cooperative communication protocol, which achieves higher bandwidth efficiency while guaranteeing the same diversity order as... 
Fading | Protocols | Upper bound | Error analysis | Wireless networks | Computer simulation | Bandwidth | Decoding | Digital relays | Channel state information | Multi-node wireless relay networks | Decode-and-forward cooperative protocol | Cooperative diversity | Optimal relay selection | PROTOCOLS | AD HOC | optimal relay selection | TELECOMMUNICATIONS | SENSOR NETWORKS | decode-and-forward cooperative protocol | ENGINEERING, ELECTRICAL & ELECTRONIC | multi-node wireless relay networks | PERFORMANCE ANALYSIS | cooperative diversity | RANDOM FORWARDING GERAF | DIVERSITY | WIRELESS NETWORKS | Studies | Efficiency | Wireless communication | Relay | Approximation | Mathematical analysis | Channels | Gain | Optimization
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5. Full Text Extended Kernel Recursive Least Squares Algorithm
by Weifeng Liu and Il Park and Yiwen Wang and Principe, J.C
IEEE Transactions on Signal Processing, ISSN 1053-587X, 10/2009, Volume 57, Issue 10, pp. 3801 - 3814
This paper presents a kernelized version of the extended recursive least squares (EX-KRLS) algorithm which implements for the first time a general linear state... 
Kalman filter | Extended recursive least squares | Modeling | Projection algorithms | reproducing kernel Hilbert spaces | Least squares methods | Multipath channels | Support vector machines | Signal processing algorithms | kernel methods | Hilbert space | Kernel | Principal component analysis | Biomedical engineering | Kernel methods | Reproducing kernel Hilbert spaces | REGRESSION | CROSS-VALIDATION | ENGINEERING, ELECTRICAL & ELECTRONIC | Usage | Kalman filtering | Analysis | Recursive functions | Studies | Models | Algorithms | Kernels | Tracking | Equivalence | Least squares method | Nonlinearity | Recursive | Standards
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6. Full Text On optimum selection relaying protocols in cooperative wireless networks
by Weifeng Su and Xin Liu
IEEE Transactions on Communications, ISSN 0090-6778, 01/2010, Volume 58, Issue 1, pp. 52 - 57
In this letter, the outage probabilities of selection relaying protocols are analyzed and compared for cooperative wireless networks. It is assumed that both... 
selection relaying | Wireless application protocol | Decoding | optimum power allocation | Cultural differences | Power system modeling | Communication switching | Analytical models | Cooperative communications | decode-and-forward (DF) relaying | Wireless networks | Communications Society | Power system relaying | wireless network | Digital relays | amplify-and-forwrd (AF) relaying | Ecode-and-forward (DF) relaying | Wireless network | Optimum power allocation | Amplify-andforward (AF) relaying | Selection relaying | PERFORMANCE ANALYSIS | amplify-and-forward (AF) relaying | DIVERSITY | TELECOMMUNICATIONS | COMMUNICATION | ENGINEERING, ELECTRICAL & ELECTRONIC | Selection methods (Regression analysis) | Research | Computer network protocols | Mathematical optimization | Wireless telecommunications equipment | Standards | Studies | Probability | Networks | Outages | Relaying | Allocations | Simulation | Links | Channels | Optimization
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7. Full Text Origin and diversity of novel avian influenza A H7N9 viruses causing human infection: phylogenetic, structural, and coalescent analyses
by Liu, Di, PhD and Shi, Weifeng, PhD and Shi, Yi, PhD and Wang, Dayan, PhD and Xiao, Haixia and Li, Wei, MSc and Bi, Yuhai, PhD and Wu, Ying, PhD and Li, Xianbin, BSc and Yan, Jinghua, Prof and Liu, Wenjun, Prof and Zhao, Guoping, Prof and Yang, Weizhong, Prof and Wang, Yu, Prof and Ma, Juncai, Prof and Shu, Yuelong, Prof and Lei, Fumin, Prof and Gao, George F, Prof
Lancet, The, ISSN 0140-6736, 2013, Volume 381, Issue 9881, pp. 1926 - 1932
Summary Background On March 30, 2013, a novel avian influenza A H7N9 virus that infects human beings was identified. This virus had been detected in six... 
Internal Medicine | MEDICINE, GENERAL & INTERNAL | Biological Evolution | Sequence Homology | Sequence Alignment - methods | Markov Chains | Phenotype | Animals | Poultry | Genome, Viral - genetics | Influenza A virus - genetics | Influenza in Birds - virology | Phylogeny | Ducks | Avian influenza | Influenza viruses | Physiological aspects | Genetic aspects | Research | Trees | Influenza | Bird migration
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8. Full Text Rethinking big data: A review on the data quality and usage issues
by Liu, Jianzheng and Li, Weifeng and Li, Jie and Wu, Jiansheng
ISPRS Journal of Photogrammetry and Remote Sensing, ISSN 0924-2716, 05/2016, Volume 115, pp. 134 - 142
The recent explosive publications of big data studies have well documented the rise of big data and its ongoing prevalence. Different types of “big data” have... 
Data ethnics | Big data | Spatial information sciences | Data quality and error | Usage | Information management | Analysis | Data entry | Availability | Ethics | Data management | Data acquisition | Consistency | Sound | Explosions | Design analysis
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9. Comparison of Three Different Assays for the Detection of Tumor Antigen-Induced Lymphocyte Transformation In Vitro
by Jun Liu and Miao Liu and Jiling Wang and Weifeng Xu and Wanzun Lin and Weifeng Tang and Yafeng Wang and Jinrong Chen and Jianhua Lin and Lurong Zhang
DNA and Cell Biology, ISSN 1044-5498, 11/2019, Volume 38, Issue 11, pp. 1402 - 1410
Tumor antigen-induced lymphocyte transformation (LT) represents the antitumor cellular immunity, which might correlate with the cancer treatment outcome.... 
Spleen | Antigens | Transformation | Immunization | Priming | Vaccines | Assaying | Immunity | Blood | Lymph nodes | Immunity (cell-mediated) | Cancer vaccines | Lymphocytes | Antigen (tumor-associated) | Testing time | Peripheral blood | Lymphocyte transformation | In vivo methods and tests
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10. Full Text Outage analysis and optimal power allocation for multinode relay networks
by Seddik, K.G and Sadek, A.K and Weifeng Su and Liu, K.J.R
IEEE Signal Processing Letters, ISSN 1070-9908, 06/2007, Volume 14, Issue 6, pp. 377 - 380
In this letter, a novel approach for outage probability analysis of the multinode amplify-and-forward relay network is provided. It is shown that the harmonic... 
Fading | Error analysis | Wireless application protocol | Amplify-and-forward protocol | Decoding | Degradation | outage probability | Power system relaying | Frequency diversity | Random variables | wireless relay networks | Digital relays | Signal to noise ratio | Wireless relay networks | Outage probability | DIVERSITY | CHANNELS | amplify-and-forward protocol | ENGINEERING, ELECTRICAL & ELECTRONIC | Outages | Allocations | Approximation | Simulation | Mathematical analysis | Relay networks | Optimization
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11. Full Text Towards maximum achievable diversity in space, time, and frequency: performance analysis and code design
by Weifeng Su and Safar, Z and Liu, K.J. Ray
IEEE Transactions on Wireless Communications, ISSN 1536-1276, 07/2005, Volume 4, Issue 4, pp. 1847 - 1857
Multiple input multiple output (MIMO) communication systems with orthogonal frequency division multiplexing (OFDM) modulation have a great potential to play an... 
MIMO-OFDM systems | Communication systems | Broadband communication | space-time-frequency coding | Delay | Frequency domain analysis | Broadband wireless communications | Wireless communication | maximum achievable diversity | Receiving antennas | Frequency diversity | MIMO | OFDM modulation | Performance analysis | multiple antennas | space-frequency coding | Maximum achievable diversity | Space-frequency coding | Multiple antennas | Space-time-frequency coding | BLOCK-CODES | broadband wireless communications | MODEL | TELECOMMUNICATIONS | ENGINEERING, ELECTRICAL & ELECTRONIC | OFDM SYSTEMS | CONSTRUCTION | RAYLEIGH FADING CHANNEL | COMMUNICATION | MODULATION | WIRELESS COMMUNICATIONS | SCHEMES | Studies | Wireless communications | Design engineering | Broadband | Coding | Symbols | Temporal logic
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12. Full Text p-Laplacian Regularized Sparse Coding for Human Activity Recognition
by Weifeng Liu and Zheng-Jun Zha and Yanjiang Wang and Ke Lu and Dacheng Tao
IEEE Transactions on Industrial Electronics, ISSN 0278-0046, 08/2016, Volume 63, Issue 8, pp. 5120 - 5129
Human activity analysis in videos has increasingly attracted attention in computer vision research with the massive number of videos now accessible online.... 
Manifolds | Image coding | Dictionaries | Laplace equations | p-Laplacian | Feature extraction | manifold | Encoding | Human activity recognition | sparse coding | Videos | SPACE | INSTRUMENTS & INSTRUMENTATION | ALGORITHM | DICTIONARY | MODEL | SCALE | AUTOMATION & CONTROL SYSTEMS | ENGINEERING, ELECTRICAL & ELECTRONIC | Image segmentation | Research | Human motion | Algorithms | Coding | Preserves | Representations | Moving object recognition | Standards
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13. Full Text Short-Term Rosuvastatin Therapy for Prevention of Contrast-Induced Acute Kidney Injury in Patients With Diabetes and Chronic Kidney Disease
by Han, Yaling, MD, PhD and Zhu, Guoying, MD and Han, Lixian, MD and Hou, Fengxia, MD and Huang, Weijian, MD and Liu, Huiliang, MD and Gan, Jihong, MD and Jiang, Tiemin, MD and Li, Xiaoyan, MD and Wang, Wei, MD and Ding, Shifang, MD and Jia, Shaobin, MD and Shen, Weifeng, MD and Wang, Dongmei, MD and Sun, Ling, MD and Qiu, Jian, MD and Wang, Xiaozeng, MD and Li, Yi, MD and Deng, Jie, MD and Li, Jing, MD and Xu, Kai, MD and Xu, Bo, MBBS and Mehran, Roxana, MD and Huo, Yong, MD
JACC (Journal of the American College of Cardiology), ISSN 0735-1097, 2014, Volume 63, Issue 1, pp. 62 - 70
Objectives This study sought to evaluate the safety and efficacy of rosuvastatin in preventing contrast-induced acute kidney injury (CI-AKI) in patients with... 
Cardiovascular | Internal Medicine | kidney | diabetes mellitus | contrast medium | statins | angiography | C-REACTIVE PROTEIN | CARDIAC & CARDIOVASCULAR SYSTEMS | EFFICACY | CARDIOTHORACIC SURGERY | INDUCED NEPHROPATHY | RISK | ATORVASTATIN | SERUM CREATININE | PERCUTANEOUS CORONARY INTERVENTION | PRETREATMENT | STATIN THERAPY | Hydroxymethylglutaryl-CoA Reductase Inhibitors - administration & dosage | Prospective Studies | Follow-Up Studies | Humans | Middle Aged | Renal Insufficiency, Chronic - diagnostic imaging | Male | Fluorobenzenes - administration & dosage | Renal Insufficiency, Chronic - complications | Diabetes Mellitus, Type 2 - diagnostic imaging | Dose-Response Relationship, Drug | Contrast Media - adverse effects | Time Factors | Angiography - methods | Female | Acute Kidney Injury - chemically induced | Diabetes Mellitus, Type 2 - complications | Pyrimidines - administration & dosage | Rosuvastatin Calcium | Treatment Outcome | Acute Kidney Injury - prevention & control | Angiography - adverse effects | Sulfonamides - therapeutic use | Pyrimidines - therapeutic use | Hydroxymethylglutaryl-CoA Reductase Inhibitors - therapeutic use | Fluorobenzenes - therapeutic use | Sulfonamides - administration & dosage | Prevention | Diabetics | Medical colleges | Care and treatment | Chronic kidney failure | Rosuvastatin | Diabetes | Diabetes therapy | Antilipemic agents | Heart failure | Oxidative stress | Heart attacks | Medical imaging | Statistical analysis | Hydration | Clinical trials | Kidney diseases | Drug therapy | Acute coronary syndromes | Cholesterol
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14. Full Text Differential Modulation With Threshold-Based Decision Combining for Cooperative Communications
by Thanongsak Himsoon and Siriwongpairat, W. Pam and Weifeng Su and Liu, K. J. R
IEEE Transactions on Signal Processing, ISSN 1053-587X, 07/2007, Volume 55, Issue 7, pp. 3905 - 3923
Differential modulation is widely known as a practical alternative that provides a good tradeoff between receiver complexity and performance. However, the... 
Bit error rate | virtual multiple-input multiple-output (MIMO) | wireless networks | Decoding | Bit error rate (BER) | Relays | decode-and-forward protocol | differential modulation | Analytical models | Phase shift keying | Upper bound | cooperative diversity | Communication channels | Performance analysis | Signal analysis | Signal design | Virtual multiple-input multiple-output (MIMO) | Cooperative diversity | Wireless networks | Decode-and-forward protocol | Differential modulation | PROTOCOLS | bit error rate (BER) | TIME MODULATION | ENGINEERING, ELECTRICAL & ELECTRONIC | SPACE | DIVERSITY | ERROR | performance analysis | Frequency modulation | Research | Methods | MIMO communications | Studies | Allocations | Relay | Approximation | Thresholds | Mathematical analysis | Modulation | Synchronism | Channels
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15. Full Text Hessian-regularized co-training for social activity recognition
by Liu, Weifeng and Li, Yang and Lin, Xu and Tao, Dacheng and Wang, Yanjiang
PLoS ONE, ISSN 1932-6203, 09/2014, Volume 9, Issue 9, p. e108474
Co-training is a major multi-view learning paradigm that alternately trains two classifiers on two distinct views and maximizes the mutual agreement on the... 
DISCRIMINANT-ANALYSIS | MULTIDISCIPLINARY SCIENCES | IMAGE ANNOTATION | Learning | Algorithms | Pattern Recognition, Automated | Artificial Intelligence | Multimedia | Classifiers | Clustering | Weddings | Datasets | Training | Geometry | Manifolds | Engineering | Hypotheses | Social interactions | International conferences | Regularization | Artificial intelligence | Recognition
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16. Full Text Closing yield gaps in China by empowering smallholder farmers
by Zhang, Weifeng and Cao, Guoxin and Li, Xiaolin and Zhang, Hongyan and Wang, Chong and Liu, Quanqing and Chen, Xinping and Cui, Zhenling and Shen, Jianbo and Jiang, Rongfeng and Mi, Guohua and Miao, Yuxin and Zhang, Fusuo and Dou, Zhengxia
Nature, ISSN 0028-0836, 2016, Volume 537, Issue 7622, pp. 671 - 674
Sustainably feeding the world's growing population is a challenge, and closing yield gaps (that is, differences between farmers' yields and what are attainable... 
Water | Environmental Policy | Seeds | Crop Production - statistics & numerical data | Triticum - growth & development | Farmers - statistics & numerical data | Crop Production - methods | Ecology | Nitrogen | Socioeconomic Factors | Climate Change | Time Factors | Crop Production - economics | Rural Population | China | Zea mays - growth & development | Crop yields | Management | Research | Agricultural research | Farms, Small | Irrigation | Farmers | Agricultural production | Corn | Food supply | Fertilizers
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17. Lack of Association Between CTLA-4 Genetic Polymorphisms and Noncardiac Gastric Cancer in a Chinese Population
by Liu, Jun and Tang, Weifeng and Lin, Wanzun and Wang, Yafeng and Chen, Yu and Wang, Jiling and Liu, Miao and Xu, Weifeng and Lin, Jianhua and Zhang, Lurong
DNA and cell biology, ISSN 1044-5498, 05/2019, Volume 38, Issue 5, pp. 443 - 448
Cytotoxic T lymphocyte antigen 4 (CTLA-4) is a key negative immunoregulatory molecule with characteristics of gene polymorphisms. Genetically predisposed... 
Stomach Neoplasms - genetics | Gene Frequency - genetics | Genetic Predisposition to Disease - genetics | Genetic Association Studies | Humans | Middle Aged | Asian Continental Ancestry Group - genetics | Polymorphism, Single Nucleotide - genetics | CTLA-4 Antigen - genetics | Female | Genotype | Male | CYTOTOXIC-T-LYMPHOCYTE-ANTIGEN-4 POLYMORPHISMS | gastric cancer | GREATER-THAN | STATISTICS | BIOCHEMISTRY & MOLECULAR BIOLOGY | SUSCEPTIBILITY | polymorphisms | DECREASED RISK | CELL BIOLOGY | COLORECTAL-CANCER | GENETICS & HEREDITY | SNPs | Chinese population | CD28 | CTLA-4 | COSTIMULATION | ESOPHAGEAL CANCER | EPIDEMIOLOGY | noncardiac gastric cancer | Haplotypes | Antigens | Immunoregulation | Cytotoxicity | Population studies | Lymphocytes T | Gene polymorphism | Stomach cancer | Alcohols | Body mass index | CTLA-4 protein | Algorithms | Genotyping | Gene frequency | Body mass | Body size | Gastric cancer | Polymorphism | Smoking | Cancer
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18. Cooperative communications and networking