Journal of Zhejiang University

Current Issue: <FITEE>

Frontiers of Information Technology & Electronic Engineering (former title: Journal of Zhejiang University SCIENCE C (Computers & Electronics), 2010-2014)

ISSN 2095-9184 (print); ISSN 2095-9230 (online); CN 33-1389/TP; Monthly.

FITEE is an international peer-reviewed journal indexed by SCI-E, Ei Compendex, DBLP, IC, Scopus, JST, CSA, etc. It covers research in Electrical and Electronic Engineering, including Computer Science, Information Sciences, Control, Automation, Telecommunications, and related disciplines.

Impact factor: 0.308 (2011), 0.297 (2012), 0.380 (2013), 0.415 (2014), 0.392 (2015), 0.622 (2016), 0.910 (2017), 1.033 (2018), 1.604 (2019), 2.161 (2020), 2.526 (2021).

Frontiers of Information Technology & Electronic Engineering

ISSN 2095-9184 (print), ISSN 2095-9230 (online), monthly

2018 Vol.19 No.1 P.1-150

<<< CONTENTS >>>

2018 Special Issue on Artificial Intelligence 2.0: Theories and Applications

Guest Editor-in-Chief: Yun-he PAN

Editorial

2018 special issue on artificial intelligence 2.0: theories and applications

Yun-he PAN

DOI: 10.1631/FITEE.1810000 Downloaded: 2642 Clicked: 5962 Cited: 0 Commented: 0(p.1-2) <Full Text>

Chinese summary <54> 2018人工智能2.0特刊：理论与应用

概要：2017年7月，中国政府发布了人工智能（AI）开发指南，即《新一代人工智能发展规划》。该计划拟分三步走，推进中国人工智能研发，其目标是在2030年，中国人工智能理论、技术和应用总体达到世界领先水平，成为世界主要的人工智能创新中心。
根据新一代人工智能发展规划，要瞄准大数据智能、跨媒体计算、人机混合智能、群体智能、自主无人化决策、类脑计算、量子智能计算等人工智能基础理论进行深入研究，取得突破。
下一代人工智能具有从数据和经验中无限（自我）学习、直觉推理、自适应等特点（Pan, 2016, 2017）。为克服现有人工智能的局限，人们普遍认识到，跨学科领域合作是人工智能真正影响世界的关键因素。
感谢来自计算机科学、统计学、机器人和精神病学等领域的研究人员为本期特刊撰写高质量论文。本期特刊主要涵盖如下5个方面主题：（1）人工智能基本理论问题，如可解释性深度学习和无监督学习（即领域自适应学习和生成对抗性学习）；（2）类脑学习，如脉冲神经网络和记忆增强推理；（3）人在回路智能学习，如众包设计和数字大脑；（4）创意智能应用，如社交聊天机器人（即小冰）和自动语音识别；（5）卡耐基梅隆大学RajReddy博士分享了他对新一代人工智能的看法，加州大学伯克利分校郁彬教授主张在人机协作中使用统计概念以提升智能，中国科学院程健研究员等综述了深度神经网络加速方法。

关键词组：

Interview

An interview with Dr. Raj Reddy on artificial intelligence

FITEE editorial staff

DOI: 10.1631/FITEE.1700860 Downloaded: 2859 Clicked: 4482 Cited: 0 Commented: 0(p.3-5) <Full Text>

Perspective

Artificial intelligence and statistics

Bin Yu, Karl Kumbier

DOI: 10.1631/FITEE.1700813 Downloaded: 2234 Clicked: 8530 Cited: 0 Commented: 0(p.6-9) <Full Text>

Review Articles

From Eliza to XiaoIce: challenges and opportunities with social chatbots

Heung-yeung Shum, Xiao-dong He, Di Li

DOI: 10.1631/FITEE.1700826 Downloaded: 3608 Clicked: 7490 Cited: 0 Commented: 1(p.10-26) <Full Text> <PPT> 1823

Visual interpretability for deep learning: a survey

Quan-shi Zhang, Song-chun Zhu

DOI: 10.1631/FITEE.1700808 Downloaded: 2844 Clicked: 9247 Cited: 0 Commented: 0(p.27-39) <Full Text> <PPT> 1894

Past review, current progress, and challenges ahead on the cocktail party problem

Yan-min Qian, Chao Weng, Xuan-kai Chang, Shuai Wang, Dong Yu

DOI: 10.1631/FITEE.1700814 Downloaded: 3818 Clicked: 8295 Cited: 0 Commented: 0(p.40-63) <Full Text> <PPT> 1955

Recent advances in efficient computation of deep convolutional neural networks

Jian Cheng, Pei-song Wang, Gang Li, Qing-hao Hu, Han-qing Lu

DOI: 10.1631/FITEE.1700789 Downloaded: 3374 Clicked: 10041 Cited: 0 Commented: 0(p.64-77) <Full Text> <PPT> 2026

Research Articles

A platform of digital brain using crowd power

Dongrong Xu, Fei Dai, Yue Lu

DOI: 10.1631/FITEE.1700800 Downloaded: 2494 Clicked: 6591 Cited: 0 Commented: 0(p.78-90) <Full Text> <PPT> 1920

Layer-wise domain correction for unsupervised domain adaptation

Shuang Li, Shi-ji Song, Cheng Wu

DOI: 10.1631/FITEE.1700774 Downloaded: 2654 Clicked: 7761 Cited: 0 Commented: 0(p.91-103) <Full Text> <PPT> 1798

Temporality-enhanced knowledge memory network for factoid question answering

Xin-yu Duan, Si-liang Tang, Sheng-yu Zhang, Yin Zhang, Zhou Zhao, Jian-ru Xue, Yue-ting Zhuang, Fei Wu

DOI: 10.1631/FITEE.1700788 Downloaded: 3112 Clicked: 7168 Cited: 0 Commented: 0(p.104-115) <Full Text> <PPT> 1908

Generative adversarial network based novelty detection using minimized reconstruction error

Huan-gang Wang, Xin Li, Tao Zhang

DOI: 10.1631/FITEE.1700786 Downloaded: 2688 Clicked: 9063 Cited: 0 Commented: 0(p.116-125) <Full Text> <PPT> 1944

Crowdsourcing intelligent design

Wei Xiang, Ling-yun Sun, Wei-tao You, Chang-yuan Yang

DOI: 10.1631/FITEE.1700810 Downloaded: 2431 Clicked: 7266 Cited: 0 Commented: 0(p.126-138) <Full Text> <PPT> 1814

A novel spiking neural network of receptive field encoding with groups of neurons decision

Yong-qiang Ma, Zi-ru Wang, Si-yu Yu, Ba-dong Chen, Nan-ning Zheng, Peng-ju Ren

DOI: 10.1631/FITEE.1700714 Downloaded: 2829 Clicked: 7924 Cited: 0 Commented: 0(p.139-150) <Full Text> <PPT> 2006