From c250ebeaf377ed513698579c3f6b9f40b3e66510 Mon Sep 17 00:00:00 2001 From: Yilong Yang Date: Thu, 6 Aug 2020 18:14:25 +0800 Subject: [PATCH] Update README.md Former-commit-id: 24b0cd15c0c6078c2aeef0405b25c00239b0a1fc --- README.md | 31 +++++++++++++++++++++++++++++-- 1 file changed, 29 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 2edc572..2e0f964 100644 --- a/README.md +++ b/README.md @@ -6,10 +6,37 @@ Automated service classification plays a crucial role in service management such ### Please cite our paper as follows: -Yilong Yang, Wei Ke, Weiru Wang, Yongxin Zhao “Deep Learning for Web Services Classification”. presented at the 11th International Conferences on Web Services (ICWS’19), Milan, Italy, July 2019. +* Yilong Yang, Wei Ke, Weiru Wang, Yongxin Zhao. "Deep Learning for Web Services Classification". presented at the 11th International Conferences on Web Services (ICWS’19), Milan, Italy, July 2019. +* Yilong Yang, Nafees Qamar, Peng Liu, Katarina Grolinger, Weiru Wang, Zhi Li, Zhifang Liao. "ServeNet: A Deep Neural Network for Web Service Classification" . to be presented at the 12th International Conferences on Web Services (ICWS’20), Beijing, China, Oct. 2020. -### Start jupyter lab with docker + +### DataSet in Release: + +* RAW data +* CSV +* hdf5 or h5 +* Tensor in pickle + + +### Reuseable Models in Release: + +* BILSTM.hdf5 +* CLSTM.hdf5 +* CNN.hdf5 +* LSTM.hdf5 +* RCNN.hdf5 +* ServeNet.hdf5 +* ServeNet-ICWS20.hdf5 + + +### Development + +#### (Online) Google Colab + +Directly open .ipynb in Google Colab and prepare data + +#### (Local) Start jupyter lab with docker * git clone https://github.com/yylonly/ServeNet.git