会議情報
CODS 2022: ACM IKDD Conference on Data Sciences
https://cods-comad.in/提出日: |
2021-07-11 |
通知日: |
2021-10-01 |
会議日: |
2022-01-08 |
場所: |
Bangalore, India |
年: |
9 |
閲覧: 7908 追跡: 2 出席: 1
論文募集
We invite submission of papers describing innovative and original research contributions on all aspects of data management, data science, machine learning, AI and their applications focussing on one or more aspects of Theory, System Design, Experiments and Benchmarking, Scalability, Algorithms, etc. The research track invites submissions in the form of full (8 pages + 2 pages for references) as well as short (4 pages + 1 page for references) papers. The goal of short papers is to provide a venue for relatively simpler but innovative ideas such as engineered solutions, exciting work-in-progress or even negative results that would be interesting to the broader community. Authors of accepted papers will get an opportunity to showcase their work as an oral presentation. Accepted papers will appear in the proceedings of the conference, which will be published in ACM Digital Library. Topics of interest include, but are not limited to: Data Management: Transaction processing, query processing and optimisation, indexing and storage, distributed data platforms, spatio-temporal databases, RDBMS, NoSQL systems, key-value stores, cloud data management, big data systems, data systems for machine learning, Scientific databases, data cleansing, data provenance, data analytics, data integration, performance benchmarking, database tuning, graph database management, data streams management, uncertain and probabilistic databases, crowdsourcing, data warehousing and OLAP, database usability, data management using modern hardware, security and privacy. Data Science: Data discovery, data preprocessing and wrangling, Classification and regression, parallel and distributed learning, semi- and unsupervised learning, matrix and tensor methods, graph mining, network analytics, reinforcement learning, feature engineering, deep learning, Bayesian methods, time series analysis, optimization, graphical models, relational models, text analytics and NLP, information retrieval, knowledge representation, knowledge-based systems, human-in-the-loop learning, planning and reasoning, ML for mobiles and other resource constrained environments, data mining, causality, fairness accountability and transparency, interpretability, data visualization. Applications: Social network analysis, recommender systems, online advertising, bioinformatics, computational neuroscience, systems biology, multimedia processing, crowdsourcing, robotics and autonomous systems, analytics on sensor networks and IoT, computer vision, surveillance/monitoring and anomaly detection in networked systems, urban computing, and technology for emerging markets
最終更新 Dou Sun 2021-06-12
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関連仕訳帳
CCF | 完全な名前 | インパクト ・ ファクター | 出版社 | ISSN |
---|---|---|---|---|
a | SIAM Journal on Computing | SIAM | 0097-5397 | |
c | IEEE Transactions on Reliability | 5.000 | IEEE | 0018-9529 |
International Journal of Ad hoc, Sensor & Ubiquitous Computing | AIRCC | 0976-2205 | ||
International Journal of Artificial Intelligence & Machine Learning | AR Publication | 0000-0000 | ||
b | IEEE Transactions on Audio, Speech, and Language Processing | 4.100 | IEEE | 1558-7916 |
ISPRS International Journal of Geo-Information | 2.800 | MDPI | 2220-9964 | |
Electrical Engineering: An International Journal | AIRCC | 2349-3739 | ||
Paladyn, Journal of Robotics, Intelligent Agents, and Artificial Intelligence | Walter de Gruyter | 2081-4836 | ||
Indonesian Journal of Science and Technology | Universitas Pendidikan Indonesia | 2528-1410 | ||
International Journal of UbicComp | AIRCC | 0976-2213 |
完全な名前 | インパクト ・ ファクター | 出版社 |
---|---|---|
SIAM Journal on Computing | SIAM | |
IEEE Transactions on Reliability | 5.000 | IEEE |
International Journal of Ad hoc, Sensor & Ubiquitous Computing | AIRCC | |
International Journal of Artificial Intelligence & Machine Learning | AR Publication | |
IEEE Transactions on Audio, Speech, and Language Processing | 4.100 | IEEE |
ISPRS International Journal of Geo-Information | 2.800 | MDPI |
Electrical Engineering: An International Journal | AIRCC | |
Paladyn, Journal of Robotics, Intelligent Agents, and Artificial Intelligence | Walter de Gruyter | |
Indonesian Journal of Science and Technology | Universitas Pendidikan Indonesia | |
International Journal of UbicComp | AIRCC |
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