{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,23]],"date-time":"2024-10-23T00:56:28Z","timestamp":1729644988208,"version":"3.28.0"},"reference-count":28,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017,11]]},"DOI":"10.1109\/icsai.2017.8248458","type":"proceedings-article","created":{"date-parts":[[2018,1,8]],"date-time":"2018-01-08T17:42:24Z","timestamp":1515433344000},"page":"1146-1151","source":"Crossref","is-referenced-by-count":0,"title":["A novel HashedNets model based on the efficient hyperparameter optimization"],"prefix":"10.1109","author":[{"given":"Qin","family":"Fang","sequence":"first","affiliation":[]},{"given":"Jianxia","family":"Chen","sequence":"additional","affiliation":[]},{"given":"Zhongbao","family":"Ma","sequence":"additional","affiliation":[]},{"given":"Chao","family":"Li","sequence":"additional","affiliation":[]},{"given":"Jie","family":"Zhang","sequence":"additional","affiliation":[]},{"given":"Yixin","family":"Chen","sequence":"additional","affiliation":[]},{"given":"Qiang","family":"Lv","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"journal-title":"Hierarchical Bayesian Optimization Algorithms","year":"2005","author":"martin","key":"ref10"},{"key":"ref11","first-page":"117","article-title":"The application of Bayesian methods for seeking the extremum","volume":"2","author":"mockus","year":"0","journal-title":"Towards Global Optimisation"},{"key":"ref12","first-page":"2951","article-title":"Practical Bayesian optimization of machine learning algorithms","author":"jasper","year":"2012","journal-title":"International Conference on Neural Information Processing Systems Curran Associates Inc"},{"key":"ref13","first-page":"918","author":"hern\u00e2ndezlobato","year":"2014","journal-title":"Predictive Entropy Search for Efficient Global Optimization of Black-box Functions"},{"key":"ref14","first-page":"1015","volume":"58","author":"niranjan","year":"2009","journal-title":"Gaussian Process Optimization in the Bandit Setting No Regret and Experimental Design"},{"key":"ref15","first-page":"1861","article-title":"Scalable Bayesian Optimization Using Deep Neural Networks","author":"jasper","year":"2015","journal-title":"Statistics"},{"key":"ref16","first-page":"2546","article-title":"Algorithms for hyper-parameter optimization","author":"james","year":"2011","journal-title":"International Conference on Neural Information Processing Systems Curran Associates Inc"},{"journal-title":"Efficient Hyperparameter Optimization of Deep Learning Algorithms Using Deterministic RBF Surrogates","year":"2016","author":"ilija","key":"ref17"},{"key":"ref18","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1017\/S0962492900000015","article-title":"Radial Basis Functions","volume":"9","author":"martin","year":"2000","journal-title":"Acta Numerica"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1080\/0305215X.2012.687731"},{"key":"ref28","first-page":"11","article-title":"Application of MLP Neural Network and M5P Model Tree in Predicting Streamflow: A Case Study of Luvuvhu Catchment, South Africa","volume":"4","author":"ednah k","year":"2016","journal-title":"Journal of technology management & innovation"},{"key":"ref4","first-page":"2722","article-title":"Deep Driving: Learning Affordance for Direct Perception in Autonomous Driving","author":"chenyi","year":"2015","journal-title":"IEEE International Conference on Computer Vision IEEE"},{"key":"ref27","first-page":"1","article-title":"Classification of dyslexic and normal children during resting condition using KDE and MLP","author":"izzah","year":"2016","journal-title":"International Conference on Information and Communication Technology for the Muslim World IEEE"},{"key":"ref3","first-page":"1097","article-title":"ImageNet classification with deep convolutional neural networks","author":"alex","year":"2012","journal-title":"International Conference on Neural Information Processing Systems Curran Associates Inc"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1038\/nature16961"},{"key":"ref5","first-page":"115","article-title":"Dermatologist-level classification of skin cancer with deep neural networks","volume":"7639","author":"andre","year":"2017","journal-title":"Nature 542"},{"key":"ref8","first-page":"2285","author":"wenlin","year":"2015","journal-title":"Compressing neural networks with the hashing trick"},{"journal-title":"Efficient processing of deep neural networks A tutorial and survey","year":"2017","author":"vivienne","key":"ref7"},{"key":"ref2","first-page":"8604","article-title":"Recent advances in deep learning for speech research at Microsoft","author":"li","year":"2013","journal-title":"IEEE International Conference on Acoustics Speech and Signal Processing IEEE"},{"key":"ref9","first-page":"1113","article-title":"Feature hashing for large scale multitask learning","author":"kilian","year":"2009","journal-title":"International Conference on Machine Learning ACM"},{"key":"ref1","first-page":"436","article-title":"Deep learning","volume":"7553","author":"yann","year":"2015","journal-title":"Nature 521"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICDAR.2003.1227801"},{"journal-title":"The MNIST Database of Handwritten Digits","year":"2010","author":"yann","key":"ref22"},{"key":"ref21","first-page":"2148","article-title":"Predicting parameters in deep learning","author":"babak","year":"2013","journal-title":"International Conference on Neural Information Processing Systems Curran Associates Inc"},{"key":"ref24","first-page":"1603","article-title":"Gated Softmax classification","author":"roland","year":"2010","journal-title":"International Conference on Neural Information Processing Systems Curran Associates Inc"},{"key":"ref23","article-title":"Deep Sparse Rectifier Neural Networks","author":"xavier","year":"2011","journal-title":"International Conference on Artificial Intelligence and Statistics"},{"key":"ref26","article-title":"Comparison of multilayer perceptron (MLP) and radial basis function (RBF) for construction cost estimation: the case of Turkey","volume":"22","author":"savas","year":"2016","journal-title":"J Civil Eng Manage"},{"key":"ref25","first-page":"11","article-title":"Application of MLP Neural Network and M5P Model Tree in Predicting Streamflow: A Case Study of Luvuvhu Catchment, South Africa","volume":"4","author":"ednah k","year":"2016","journal-title":"Journal of technology management & innovation"}],"event":{"name":"2017 4th International Conference on Systems and Informatics (ICSAI)","start":{"date-parts":[[2017,11,11]]},"location":"Hangzhou","end":{"date-parts":[[2017,11,13]]}},"container-title":["2017 4th International Conference on Systems and Informatics (ICSAI)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8233022\/8248252\/08248458.pdf?arnumber=8248458","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,10,9]],"date-time":"2019-10-09T00:12:01Z","timestamp":1570579921000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/8248458\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,11]]},"references-count":28,"URL":"https:\/\/doi.org\/10.1109\/icsai.2017.8248458","relation":{},"subject":[],"published":{"date-parts":[[2017,11]]}}}