Search Results - "Faloutsos, Christos"

Principled Mining, Forecasting, and Monitoring of Honeybee Time Series with EBV+.

Authors: Hossain, Mst Shamima Faloutsos, Christos Baer, Boris et al.

Source: ACM Transactions on Knowledge Discovery from Data; Jun2025, Vol. 19 Issue 5, p1-30, 30p

Machine Beats Experts: Automatic Discovery of Skill Models for Data-Driven Online Course Refinement

Authors: International Educational Data Mining Society Matsuda, Noboru Furukawa, Tadanobu et al.

Source: International Educational Data Mining Society. 2015.

Peer Reviewed: N

Page Count: 8

Sponsoring Agency: National Science Foundation (NSF)

Descriptors: Online Courses, Skills, Automation, Models, Data, Formative Evaluation, Correlation, Comparative Analysis

Geographic Terms: Pennsylvania

Graph Mining: Laws, Generators, and Algorithms.

Authors: Chakrabarti, Deepayan Faloutsos, Christos

Source: ACM Computing Surveys; March 2006, Vol. 38 Issue 1, pGraph1-Graph69, 69p

Automated learning and discovery.

Authors: Thrun, Sebastian Faloutsos, Christos Mitchell, Tom

Source: AI Magazine; Fall99, Vol. 20 Issue 3, p78-82, 5p

ExplainFix: Explainable spatially fixed deep networks.

Authors: Gaudio, Alex Faloutsos, Christos Smailagic, Asim et al.

Source: WIREs: Data Mining & Knowledge Discovery. Mar/Apr2023, Vol. 13 Issue 2, p1-21. 21p.

DeltaShield: Information Theory for Human- Trafficking Detection.

Authors: VAJIAC, CATALINA MENG-CHIEH LEE KULSHRESTHA, AAYUSHI et al.

Source: ACM Transactions on Knowledge Discovery from Data; Feb2023, Vol. 17 Issue 2, p1-27, 27p

Real-Time Anomaly Detection in Edge Streams.

Authors: BHATIA, SIDDHARTH LIU, RUI HOOI, BRYAN et al.

Source: ACM Transactions on Knowledge Discovery from Data; Aug2022, Issue 4, p1-22, 22p

Autonomous graph mining algorithm search with best performance trade-off.

Authors: Yoon, Minji Gervet, Théophile Hooi, Bryan et al.

Source: Knowledge & Information Systems; Jun2022, Vol. 64 Issue 6, p1571-1602, 32p

CoCoS: Fast and Accurate Distributed Triangle Counting in Graph Streams.

Authors: KIJUNG SHIN EUIWOONG LEE HAMMOUD, MOHAMMAD et al.

Source: ACM Transactions on Knowledge Discovery from Data; Apr2021, Vol. 15 Issue 3, p1-30, 30p

Temporal locality-aware sampling for accurate triangle counting in real graph streams.

Authors: Lee, Dongjin Shin, Kijung Faloutsos, Christos

Source: VLDB Journal International Journal on Very Large Data Bases; 2020, Vol. 29 Issue 6, p1501-1525, 25p

TurboLift: fast accuracy lifting for historical data recovery.

Authors: Yang, Fan Almutairi, Faisal M. Song, Hyun Ah et al.

Source: VLDB Journal International Journal on Very Large Data Bases; Sep2020, Vol. 29 Issue 5, p1129-1148, 20p

Fast and memory-efficient algorithms for high-order Tucker decomposition.

Authors: Zhang, Jiyuan Oh, Jinoh Shin, Kijung et al.

Source: Knowledge & Information Systems; Jul2020, Vol. 62 Issue 7, p2765-2794, 30p

TENSORCAST: forecasting and mining with coupled tensors.

Authors: Araujo, Miguel Ribeiro, Pedro Song, Hyun Ah et al.

Source: Knowledge & Information Systems; Jun2019, Vol. 59 Issue 3, p497-522, 26p

Visualization of large networks with min-cut plots, A-plots and R-MAT.

Authors: Chakrabarti, Deepayan Faloutsos, Christos Zhang, Yiping

Source: International Journal of Human-Computer Studies; May 2007, Vol. 65 Issue 5, p434-445, 12p

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DeepFixCX: Explainable privacy‐preserving image compression for medical image analysis.

Authors: Gaudio, Alex Smailagic, Asim Faloutsos, Christos et al.

Source: WIREs: Data Mining & Knowledge Discovery; Jul/Aug2023, Vol. 13 Issue 4, p1-47, 47p

ImageMap: An Image Indexing Method Based on Spatial Similarity.

Authors: Petrakis, Euripides G. M. Faloutsos, Christos Lin, King-Ip

Source: IEEE Transactions on Knowledge & Data Engineering; September/October 2002, Vol. 14 Issue 5, p979-987, 9p

Fast indexing and visualization of metric data sets using slim-trees.

Authors: Traina, Caetano Traina, Agma Faloutsos, Christos

Source: IEEE Transactions on Knowledge & Data Engineering; March/April 2002, Vol. 14 Issue 2, p244-260, 17p

Accurate Modeling of Region Data.

Authors: Proietti, Guido Faloutsos, Christos

Source: IEEE Transactions on Knowledge & Data Engineering; November/December 2001, Vol. 13 Issue 6, p874-883, 10p

Active disks for large-scale data processing.

Authors: Riedel, Erik Faloutsos, Christos Gibson, Garth A.

Source: Computer; June 2001, Vol. 34 Issue 6, p68-74, 7p