Human-in-the-Loop Feature Discovery for Tabular Data.

Andra Ionescu Andra-Denis Ionescu Andra Ionescu Zeger Mouw Efthimia Aivaloglou Rihan Hai 0001 Asterios Katsifodimos Human-in-the-Loop Feature Discovery for Tabular Data. 5215-5219 2024 CIKM https://doi.org/10.1145/3627673.3679211 https://www.wikidata.org/entity/Q130839742 conf/cikm/2024 db/conf/cikm/cikm2024.html#IonescuMA0K24 Pieter Bonte Andra Ionescu Tutorials at the International Conference on Distributed and Event-based Systems (DEBS 2024). 2024 DEBS https://doi.org/10.1145/3629104.3674124 https://www.wikidata.org/entity/Q130808066 conf/debs/2024 db/conf/debs/debs2024.html#BonteI24 207 Andra Ionescu Zeger Mouw Efthimia Aivaloglou Asterios Katsifodimos Key Insights from a Feature Discovery User Study. 1-5 2024 HILDA@SIGMOD https://doi.org/10.1145/3665939.3665961 conf/hilda/2024 db/conf/hilda/hilda2024.html#IonescuMAK24 Andra Ionescu Kiril Vasilev Florena Buse Rihan Hai 0001 Asterios Katsifodimos AutoFeat: Transitive Feature Discovery over Join Paths. 1861-1873 2024 ICDE https://doi.org/10.1109/ICDE60146.2024.00150 conf/icde/2024 db/conf/icde/icde2024.html#IonescuVB0K24 Andra Ionescu Alexandra Alexandridou Leonidas Ikonomou Kyriakos Psarakis Kostas Patroumpas Georgios Chatzigeorgakidis Dimitrios Skoutas 0001 Spiros Athanasiou Rihan Hai 0001 Asterios Katsifodimos Topio Marketplace: Search and Discovery of Geospatial Data. 819-822 2023 EDBT https://doi.org/10.48786/edbt.2023.73 conf/edbt/2023 db/conf/edbt/edbt2023.html#IonescuAIPPC0A023 Rihan Hai 0001 Christos Koutras Andra Ionescu Ziyu Li Wenbo Sun Jessie van Schijndel Yan Kang Asterios Katsifodimos Amalur: Data Integration Meets Machine Learning. 3729-3739 2023 ICDE https://doi.org/10.1109/ICDE55515.2023.00301 conf/icde/2023 db/conf/icde/icde2023.html#0003KILSSKK23 Andra Ionescu Kostas Patroumpas Kyriakos Psarakis Georgios Chatzigeorgakidis Diego Collarana Kai Barenscher Dimitrios Skoutas 0001 Asterios Katsifodimos Spiros Athanasiou Topio: An Open-Source Web Platform for Trading Geospatial Data. 336-351 2023 ICWE https://doi.org/10.1007/978-3-031-34444-2_25 conf/icwe/2023 db/conf/icwe/icwe2023.html#IonescuPPCCB0KA23 Rihan Hai 0001 Christos Koutras Andra Ionescu Asterios Katsifodimos Amalur: Next-generation Data Integration in Data Lakes. 2022 CIDR https://vldb.org/cidrdb/2022/amalur-next-generation-data-integration-in-data-lakes.html conf/cidr/2022 db/conf/cidr/cidr2022.html#0003KIK22 Andra Ionescu Rihan Hai 0001 Marios Fragkoulis Asterios Katsifodimos Join Path-Based Data Augmentation for Decision Trees. 84-88 2022 ICDE Workshops https://doi.org/10.1109/ICDEW55742.2022.00018 conf/icde/2022w db/conf/icde/icde2022w.html#Ionescu0FK22

Rihan Hai 0001 Yan Kang Christos Koutras Andra Ionescu Asterios Katsifodimos Bridging the Gap between Data Integration and ML Systems. 2022 abs/2205.09681 CoRR https://doi.org/10.48550/arXiv.2205.09681 db/journals/corr/corr2205.html#abs-2205-09681

Christos Koutras Kyriakos Psarakis George Siachamis 0001 Andra Ionescu Marios Fragkoulis Angela Bonifati Asterios Katsifodimos Valentine in Action: Matching Tabular Data at Scale. 2871-2874 2021 14 Proc. VLDB Endow. 12 http://www.vldb.org/pvldb/vol14/p2871-koutras.pdf https://doi.org/10.14778/3476311.3476366 db/journals/pvldb/pvldb14.html#KoutrasPSIFBK21

Christos Koutras George Siachamis 0001 Andra Ionescu Kyriakos Psarakis Jerry Brons Marios Fragkoulis Christoph Lofi Angela Bonifati Asterios Katsifodimos Valentine: Evaluating Matching Techniques for Dataset Discovery. 468-479 2021 ICDE https://doi.org/10.1109/ICDE51399.2021.00047 conf/icde/2021 db/conf/icde/icde2021.html#KoutrasSIPBFLBK21 Andra-Denis Ionescu Interactive Data Discovery in Data Lakes. 2021 PhD@VLDB https://ceur-ws.org/Vol-2971/paper06.pdf conf/vldb/2021phd db/conf/vldb/phd2021.html#Ionescu21

Christos Koutras George Siachamis 0001 Andra Ionescu Kyriakos Psarakis Jerry Brons Marios Fragkoulis Christoph Lofi Angela Bonifati Asterios Katsifodimos Valentine: Evaluating Matching Techniques for Dataset Discovery. 2020 abs/2010.07386 CoRR https://arxiv.org/abs/2010.07386 db/journals/corr/corr2010.html#abs-2010-07386

Efthimia Aivaloglou Alexandra Alexandridou Spiros Athanasiou Kai Barenscher Angela Bonifati Pieter Bonte Jerry Brons Florena Buse Georgios Chatzigeorgakidis Diego Collarana Marios Fragkoulis Rihan Hai 0001 Leonidas Ikonomou Yan Kang Asterios Katsifodimos Christos Koutras Ziyu Li Christoph Lofi Zeger Mouw Kostas Patroumpas Kyriakos Psarakis Jessie van Schijndel Georgios Siachamis 0001George Siachamis 0001 Dimitrios Skoutas 0001 Wenbo Sun Kiril Vasilev