Fotis Savva

Publication Activity (10 Years)

Years Active: 2018-2021
Publications (10 Years): 11

Top Topics

Matrix Factorization

Driven Learning

Predictive Model

Data Exploration

Top Venues

Future Gener. Comput. Syst.

Publications

Fotis Savva, Christos Anagnostopoulos, Dimitrios Pezaros
TSMF: Network Latency Estimation using Matrix Factorization and Time Series Forecasting. Networking (2021)
Fotis Savva, Christos Anagnostopoulos, Peter Triantafillou
SuRF: Identification of Interesting Data Regions with Surrogate Models. ICDE (2020)
Fotis Savva, Christos Anagnostopoulos, Peter Triantafillou
ML-AQP: Query-Driven Approximate Query Processing based on Machine Learning. CoRR (2020)
Fotis Savva, Christos Anagnostopoulos, Peter Triantafillou, Kostas Kolomvatsos
Large-scale Data Exploration Using Explanatory Regression Functions. ACM Trans. Knowl. Discov. Data 14 (6) (2020)
Fotis Savva, Christos Anagnostopoulos, Peter Triantafillou
Adaptive learning of aggregate analytics under dynamic workloads. Future Gener. Comput. Syst. 109 (2020)
Fotis Savva, Christos Anagnostopoulos, Peter Triantafillou
Adaptive Learning of Aggregate Analytics under Dynamic Workloads. CoRR (2019)
Fotis Savva
Query-Driven Learning for Next Generation Predictive Modeling & Analytics. SIGMOD Conference (2019)
Fotis Savva, Christos Anagnostopoulos, Peter Triantafillou
Aggregate Query Prediction under Dynamic Workloads. IEEE BigData (2019)
Christos Anagnostopoulos, Fotis Savva, Peter Triantafillou
Scalable aggregation predictive analytics - A query-driven machine learning approach. Appl. Intell. 48 (9) (2018)
Fotis Savva, Christos Anagnostopoulos, Peter Triantafillou
Explaining Aggregates for Exploratory Analytics. CoRR (2018)
Fotis Savva, Christos Anagnostopoulos, Peter Triantafillou
Explaining Aggregates for Exploratory Analytics. IEEE BigData (2018)