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Advanced Data Science Lab
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The lab analyzes data and detects anomalies using statistical and networking technologies.
AboutAbout the lab
Reading data through statistics and networks.
The Advanced Data Science Lab conducts research based on information science, computer network technology, and statistical science.
Its research keywords are computational statistics, intensive data analysis, network applications, and data analysis and anomaly detection related to cybersecurity.
Current projects include clustering of aggregated purchase data, functional data analysis of time-series data, and early detection of security events.
Students join the lab from their third year, and in a weekly English-language lab seminar they build their English skills by reading books on statistics and network analysis.
Key terms
- Anomaly detection
- Finding unusual behavior or suspicious activity in data
- Clustering
- A method that automatically divides a large amount of data into groups of similar items
- DNS
- A system that links names on the internet (domain names) to the addresses of devices (IP addresses)
ResearchResearch themes
The lab works on research themes grounded in information science, computer network technology, and statistical science. It also tackles data analysis and anomaly detection related to cybersecurity.
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MembersFaculty
The members of the Advanced Data Science Lab are faculty members, master's students, and undergraduate students.
- ProfessorHiroyuki Minami
- Associate ProfessorKenro Kondo
VoicesStudent voices
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Report an errorAbout the images
The top and research theme images are illustrative and were not taken at the lab. They are cropped from Wikimedia Commons images. Cropped CC BY-SA images are provided under the same CC BY-SA license as the original (version shown on each line).
- Top image: “NSOC-2012” Unknown photographer / Public domain (cropped)
- Analyzing Cyberattack Data: “Botnet edit” Tom-b / CC0 (cropped)
- Related lab (Advanced Networking Lab): “19-inch rackmount Ethernet switches and patch panels” Dsimic / CC BY-SA 4.0 (cropped)
- Related lab (Information and Communication Networks Lab): “Cell Tower Ciudad del Carmen2020” Cvmontuy / CC BY-SA 4.0 (cropped)
- Related lab (Intelligent Information and Communications Lab): “G Sendemast Telekom Kiel - - Detail” Fabian Horst / CC BY-SA 4.0 (cropped)
- Related lab (Electronic Materials Lab): “CdTe quantum dots plasmachem” PlasmaChem GmbH, Berlin, Germany. Original uploader was Antipoff at en.wikipedia / CC BY-SA 4.0 (cropped)
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