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International Conference on Bio-Informatics, Data Science and Computing ( ICBDSC 2018 ) is the premier research conference in bioinformatics , Data Science and Computing . ICBDSC 2018 provides a leading forum for disseminating the latest research in bioinformatics , Data Science and Computing. It brings together academic and industrial scientists from computer science, Engineering , medicine, mathematics and statistics.
ICBDSC 2018 solicits then both theoretical and practical works on data science, Bio-informatics and Computing . ICBDSC 2018 will consist of two main tracks: Research and Applications, and a series of Special sessions. The Research Track is aimed at collecting original (unpublished nor under consideration at any other venue) and significant contributions related Data Science and bio-informatics . The Applications Track is aimed at collecting original papers describing better and reproducible practices with substantial contributions to Data Science , Bio-informatics and Computing in real life scenarios. ICBDSC 2018 special sessions substantially upgrade traditional workshops to encourage emerging topics in data science while maintain rigorous selection criteria. Call for proposals to organize special sessions are highly encouraged.

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Relevant topics include but are not limited to:
Bio-Informatics
Computational Systems Biology
Pathway Analysis
Biological Network Analysis
Interactomics
Gene Expression and Regulation
Post-translational Modifications
Alternative Splicing
Non-coding RNA Analysis
Next Generation Sequencing and High-throughput Methods
Next-Gen Sequencing
Microarray Data Analysis
SNPs and Haplotype Analysis, GWAS,
Personalized Genomics
Transcriptomics
Metabolomics
Proteomics
Epigenomics

Cross-Cutting Computational Methods and Bioinformatics Infrastructure
Biomedical Text Mining and Ontologies
Biological Data Mining and Visualization
Computational Modeling and Data Integration
AI and Machine Learning Methods in Bioinformatics and Medical Informatics
Big Data Analytics in Biology and Medicine
High Performance Computing

Medical Informatics and Bioinformatics of Disease
Biomedical Intelligence, Clinical Data
Analysis, and Electronic Health Record
Precision Medicine
Biomedical Signal/Image Analysis
Genome-Phenome Analysis
Biomarker Discovery
Pathogen bioinformatics
Healthcare Informatics
Healthcare Knowledge Representation & Reasoning
Health Data Acquisition, Analysis and Mining
Healthcare Information Systems
Consumer Informatics
Clinical Decision Support and Informatics
Bio-informatics :
Simulation and Modeling
Computational Intelligence
Genomics and Proteomics
Sequence Analysis
Structural Bioinformatics
Structure Prediction
Structural Variations
Image Analysis
Visualization
Databases and Data Management
Data mining and Machine Learning
Biostatistics and Stochastic Models
Pharmaceutical Applications
Systems Biology
Algorithms and Software Tools
Web Services in Bioinformatics
Computational Molecular Systems
Immuno- and Chemo-informatics
Pattern Recognition, Clustering and Classification
Model Design and Evaluation
Transcriptomics
Next Generation Sequencing
Data Science
Big data
Networks and Communication
Embedded Systems
Internet of Things
Soft Computing
Data Science & Analysis
Interdisciplinary Aspects
Artificial intelligence
Data and the cloud
Data engineering and architecture
Data in telecommunications
Data science and advanced analytics
Geospatial imaging and cleantech
IoT and intelligent real-time applications
Law ethics and open data
Machine learning
Security and governance
Smart Cities and urban automation
Stream processing and analytics
Visualization and VR

Data Science Foundations
Mathematical, probabilistic and statistical models and theories
Machine learning theories, models and systems
Knowledge discovery theories, models and systems
Manifold and metric learning
Deep learning and deep analytics
Scalable analysis and learning
Non-iidness learning
Heterogeneous data/information integration
Data pre-processing, sampling and reduction
Dimensionality reduction
Feature selection, transformation and construction
Large scale optimization
High performance computing for data analytics
Architecture, management and process for data science

Data analytics, machine learning and knowledge discovery
Learning for streaming data
Learning for structured and relational data
Latent semantics and insight learning
Mining multi-source and mixed-source information
Mixed-type and structure data analytics
Cross-media data analytics
Big data visualization, modeling and analytics
Multimedia/stream/text/visual analytics
Relation, coupling, link and graph mining
Personalization analytics and learning
Web/social/network mining and learning
Structure/community/network mining
Cloud computing and service data analysis

Management, storage, retrieval and search
Cloud architectures and cloud computing
Data warehouses and large-scale databases
Memory, disk and cloud-based storage and analytics
Distributed computing and parallel processing
High performance computing and processing
Information and knowledge retrieval, and semantic search
Web/social/databases query and search
Personalized search and recommendation
Human-machine interaction and interfaces
Crowdsourcing and collective intelligence
Social issues
Data science meets social science
Security, trust and risk in big data
Data integrity, matching and sharing
Privacy and protection standards and policies
Privacy preserving big data access/analytics
Social impact and social good
Computing
Information Security & Computer Forensics
Cloud Computing and Big Data
Green Computing
Signal & Image Processing
Artificial Intelligence (includes pattern recognition, evolutionary computation, fuzzy logic, etc.)
Human Computer Interaction
Mobile Technologies & Mobile Web Services
Remote Sensing
IP mobility protocols
Communications software and services
Ubiquitous computing
Internet applications
Virtual environments and social networks
ICT applications in education & training, including eLearning,
Distance Education & Innovative Educational Platforms
E-government, e-governance & e-skills for development
Wireless Sensor Networks
ICT for creative industries & technology innovations

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重要日期
  • 会议日期

    03月24日

    2018

    03月25日

    2018

  • 03月25日 2018

    注册截止日期

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