Self-learning is an important skill for human beings as they journey through education and beyond to advisors, building independence and ability to progress without reliance on a teacher. Recently, as a crucial branch of Artificial Intelligence, self-learning with deep neural networks sheds its light on diverse research directions, e.g., self-supervised learning, self-distillation learning, self-attention learning, adversarial learning. Also, excellent results have been achieved in many application tasks in Computer Vision and Natural Language Processing by leveraging these self-learning approaches. Therefore, for better understanding and developing self-learning methods, it is deserved to conduct in-depth research on self-learning with deep neural networks from both theoretical and applied perspectives.
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软件可靠性工程国际会议 (International Symposium on Software Reliability Engineering, ISSRE) 专注于评估、预测和改善软件产品可靠性、安全性，包括前沿理论方法与创新技术工具，是软件可靠性工程领域的旗舰国际会议，也是葡京国际娱乐（CCF）推荐的B类国际会议。ISSRE将于2021年10月25日至28日在武汉召开第32届会议，这是该会议30余年来首次在中国内地举办。会议由武汉理工大学承办，CCF系统软件专委会、软件工程专委会和武汉分部等单位协办。
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Database and Artificial Intelligence (AI) can benefit from each other. On one hand, AI can make database more intelligent (AI4DB). For example, traditional empirical database optimization techniques (e.g., cost estimation, join order selection, knob tuning, index and view selection) cannot meet the high-performance requirement for large-scale database instances, various applications and diversified users, especially on the cloud. Fortunately, learning-based techniques can alleviate this problem. On the other hand, database techniques can optimize AI models (DB4AI). For example, AI is hard to deploy in real applications, because it requires developers to write complex codes and train complicated models. Database techniques can be used to reduce the complexity of using AI models, accelerate AI algorithms and provide AI capability inside databases. Thus it calls for theories, techniques, and systems for AI4DB and DB4AI.
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As more and more data are generated from modern biology and medicine, AI and big data analytics play a more important role in helping derive meaningful and logical conclusionsin biology and medicine. Understanding the biological and medicaldata will help in answering important questions of life on earth, finding solutions for global health problems and can even help in solving problems like drug design and disease diagnosis. Not only is this information generated from biology and medicine very detailed, it also possesses unique properties such as low quality data, big data size, different complex formats, high dimensionality, many duplications and a lot of noises, and so on; all of them require a special skill set or unique tools to analyze and interpret. Thus, a lot of researches using AI and big data analytics on biological and medical data are becoming very popular and hot topics in the computer science research community.
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CALL FOR PAPERS 2020 IEEE WORLD CONGRESS ON SERVICES SMDS CONFERENCE NEW DATE: JULY 20-24, 2020 BEIJING, CHINA https://conferences/computer.org/smds/2020/
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CALL FOR PAPERS 2020 IEEE WORLD CONGRESS ON SERVICES SCC CONFERENCE NEW DATE: JULY 20-24, 2020 BEIJING, CHINA https://conferences/computer.org/scc/2020/
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CALL FOR PAPERS 2020 IEEE WORLD CONGRESS ON SERVICES ICWS CONFERENCE NEW DATE: JULY 20-24, 2020 BEIJING, CHINA https://conferences/computer.org/icws/2020/
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CALL FOR PAPERS 2020 IEEE WORLD CONGRESS ON SERVICES CLOUD CONFERENCE NEW DATE: JULY 20-24, 2020 BEIJING, CHINA https://conferences/computer.org/cloud/2020/
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IEEE 国际云计算大会（ IEEE International Conference on Smart Data Services）是服务计算和大数据领域新兴的国际会议。IEEE SMDS 2020大会将于2020年7月7日-11日在北京举行，由IEEE Computer Society主办，CCF服务计算专委会、北京大学、IBM Research承办。
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IEEE 国际万维网大会（ IEEE International Conference on Web Services）是服务计算和软件工程领域的重要国际会议，也是葡京国际娱乐（CCF）推荐的学术会议。IEEE ICWS大会将于2020年7月7日-11日在北京举行，由IEEE Computer Society主办，CCF服务计算专委会、北京大学、IBM Research承办。
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articles from the JCST Special Section on Software Systems are at: http://jcst.ict.ac.cn, published in: Vol. 30, No. 5; Vol. 31, No. 5; Vol. 32, No.6; Vol. 33, No.5; Vol.34
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The IEEE World Congress on Services (IEEE SERVICES 2019) will be held on July 8-13, 2019 at the Universita' degli Studi di Milano in Milan, Italy. The Congress will cover all aspects of services computing and applications, current or emerging.
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