Christos Koutras

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 15

Top Topics

Chronic Obstructive Pulmonary Disease

Nearest Neighbor

Data Integration

Top Venues

Proc. VLDB Endow.

Publications

Rihan Hai, Christos Koutras, Christoph Quix, Matthias Jarke
Data Lakes: A Survey of Functions and Systems (Extended abstract). ICDE (2024)
Christos Koutras, Jiani Zhang, Xiao Qin, Chuan Lei, Vasileios Ioannidis, Christos Faloutsos, George Karypis, Asterios Katsifodimos
OmniMatch: Effective Self-Supervised Any-Join Discovery in Tabular Data Repositories. CoRR (2024)
Rihan Hai, Christos Koutras, Andra Ionescu, Ziyu Li, Wenbo Sun, Jessie van Schijndel, Yan Kang, Asterios Katsifodimos
Amalur: Data Integration Meets Machine Learning. ICDE (2023)
Rihan Hai, Christos Koutras, Christoph Quix, Matthias Jarke
Data Lakes: A Survey of Functions and Systems. IEEE Trans. Knowl. Data Eng. 35 (12) (2023)
Rihan Hai, Christos Koutras, Andra Ionescu, Asterios Katsifodimos
Amalur: Next-generation Data Integration in Data Lakes. CIDR (2022)
Rihan Hai, Yan Kang, Christos Koutras, Andra Ionescu, Asterios Katsifodimos
Bridging the Gap between Data Integration and ML Systems. CoRR (2022)
Christos Koutras, Rihan Hai, Kyriakos Psarakis, Marios Fragkoulis, Asterios Katsifodimos
SiMa: Effective and Efficient Data Silo Federation Using Graph Neural Networks. CoRR (2022)
Christos Koutras, Kyriakos Psarakis, George Siachamis, Andra Ionescu, Marios Fragkoulis, Angela Bonifati, Asterios Katsifodimos
Valentine in Action: Matching Tabular Data at Scale. Proc. VLDB Endow. 14 (12) (2021)
Christos Koutras, Jesús Pérez, Kateryna Kardash, Miguel A. Otaduy
A study of the sensitivity of biomechanical models of the spine for scoliosis brace design. Comput. Methods Programs Biomed. 207 (2021)
Christos Koutras, George Siachamis, Andra Ionescu, Kyriakos Psarakis, Jerry Brons, Marios Fragkoulis, Christoph Lofi, Angela Bonifati, Asterios Katsifodimos
Valentine: Evaluating Matching Techniques for Dataset Discovery. ICDE (2021)
Christos Koutras, George Siachamis, Andra Ionescu, Kyriakos Psarakis, Jerry Brons, Marios Fragkoulis, Christoph Lofi, Angela Bonifati, Asterios Katsifodimos
Valentine: Evaluating Matching Techniques for Dataset Discovery. CoRR (2020)
Christos Koutras, Marios Fragkoulis, Asterios Katsifodimos, Christoph Lofi
REMA: Graph Embeddings-based Relational Schema Matching. EDBT/ICDT Workshops (2020)
Christos Koutras
Data as a Language: A Novel Approach to Data Integration. PhD@VLDB (2019)
Marina Bitsaki, Christos Koutras, George Koutras, Frank Leymann, Frank Steimle, Sebastian Wagner, Matthias Wieland
ChronicOnline: Implementing a mHealth solution for monitoring and early alerting in chronic obstructive pulmonary disease. Health Informatics J. 23 (3) (2017)
Kostas Patroumpas, Christos Koutras
Probabilistic k-Nearest Neighbor Monitoring of Moving Gaussians. SSDBM (2017)