4篇
您的检索式：作者名="Syed Quadri"
|
|
|
题名
|
作者
|
年代
|
出处
|
被引量
|
| 1 | Multi-Layer Graph Generative Model Using AutoEncoder for Recommendation Systems显示文摘Given the glut of information on the web,it is crucially important to have a system,which will parse the information appropriately and recommend users with relevant information,this class of systems is known as Recommendation Systems(RS)-it is one of the most extensively used systems on the web today.Recently,Deep Learning(DL)models are being used to generate recommendations,as it has shown state-of-the-art(SoTA)results in the field of Speech Recognition and Computer Vision in the last decade.However,the RS is a much harder problem,as the central variable in the recommendation system’s environment is the chaotic nature of the human’s purchasing/consuming behaviors and their interest.These user-item interactions cannot be fully represented in the Euclidean-Space,as it will trivialize the interaction and undermine the implicit interactions patterns.So to preserve the implicit as well as explicit interactions of user and items,we propose a new graph based recommendation framework.The fundamental idea behind this framework is not only to generate the recommendations in the unsupervised fashion but to learn the dynamics of the graph and predict the short and long term interest of the users.In this paper,we propose the first step,a heuristic multi-layer high-dimensional graph which preserves the implicit and explicit interactions between users and items using SoTA Deep Learning models such as AutoEncoders.To generate recommendation from this generated graph a new class of neural network architecture-Graph Neural Network-can be used. | Syed Falahuddin Quadri Xiaoyu Li Desheng Zheng Muhammad Umar Aftab Yiming Huang | 2019 | Journal on Big Data2019，1，1： | 1 |
| 2 | CDTA based universal transadmittance filter显示文摘 | Nisar A. Shah Munazah Quadri Syed Z. Iqbal | 2007 | Analog Integrated Circuits and Signal Processing (-)2007，，1： | 1 |
| 3 | Establishment of a Comprehensive Epilepsy Center in Pakistan: Initial Experiences, Results, and Reflections显示文摘 | M. Zubair Tahir Zain A. Sobani S. A. Quadri S. Nizam Ahmed Mughis Sheerani Fowzia Siddiqui Warren W. Boling Syed Ather Enam Seyed M. Mirsattari | 2012 | Epilepsy Research and Treatment2012，，： | 1 |
| 4 | Hypertension and obesity in living kidney donors显示文摘Over the past few decades,the shortage in the kidney donor pool as compared to the increasing number of candidates on the kidney transplant waitlist led to loosening of kidney donors’acceptance criteria.Hypertension and obesity represent risk factors for chronic kidney disease,both in native kidneys and those in kidney transplant recipients.While great progress has been made in kidney transplantation from living donors to benefit the recipient survival and quality of life,progress has been slow to fully risk-characterize the donors.This review critically reassesses the current state of understanding regarding the risk of endstage kidney disease in those donors with obesity,hypertension or both.Accurate risk assessment tools need to be developed urgently to fully understand the risk glomerular filtration rate compensation failure in the remaining kidney of the donors. | Mahmoud M Mohamed Ahmed Daoud Syed Quadri Michael J Casey Mariah Aurora Posadas Salas Vinaya Rao Tibor Fülöp Karim M Soliman | 2021 | World Journal of Transplantation2021，11，6： | 0 |
您所在的机构暂未开通此部分的功能，请联系管理员