Data Science & Analytics › Methods ›

Data Mining

643 directly classified papers

Papers per year

Papers

Outlier-Robust Subsampling Techniques for Persistent Homology JMLR 2023

Arthur Caplan at SemEval-2023 Task 4: Enhancing Human Value Detection through Fine-tuned Pre-trained Models ACL 2023

Scalable and Effective Conductance-Based Graph Clustering AAAI 2023

Testing conventional wisdom (of the crowd) UAI 2023

Controlling Wasserstein Distances by Kernel Norms with Application to Compressive Statistical Learning JMLR 2023

Toward a Perspectivist Turn in Ground Truthing for Predictive Computing AAAI 2023

Random Forests for Change Point Detection JMLR 2023

AnoViz: A Visual Inspection Tool of Anomalies in Multivariate Time Series AAAI 2023

Ranger: A Toolkit for Effect-Size Based Multi-Task Evaluation ACL 2023

CKS: A Community-Based K-shell Decomposition Approach Using Community Bridge Nodes for Influence Maximization (Student Abstract) AAAI 2023

Automatic Dialog Flow Extraction and Guidance EACL 2023

Relational Debugging --- Pinpointing Root Causes of Performance Problems OSDI 2023

Analysing State-Backed Propaganda Websites: a New Dataset and Linguistic Study EMNLP 2023

FFF: Fragment-Guided Flexible Fitting for Building Complete Protein Structures CVPR 2023

TopDiG: Class-Agnostic Topological Directional Graph Extraction From Remote Sensing Images CVPR 2023

PaTeCon: A Pattern-Based Temporal Constraint Mining Method for Conflict Detection on Knowledge Graphs AAAI 2023

DiQAD: A Benchmark Dataset for Open-domain Dialogue Quality Assessment EMNLP 2023

Zero-Shot Data Maps. Efficient Dataset Cartography Without Model Training EMNLP 2023

UEQMS: UMAP Embedded Quick Mean Shift Algorithm for High Dimensional Clustering AAAI 2023

SIGMORPHON 2022 Shared Task on Grapheme-to-Phoneme Conversion Submission Description: Sequence Labelling for G2P ACL 2023

SemEval-2023 Task 3: Detecting the Category, the Framing, and the Persuasion Techniques in Online News in a Multi-lingual Setup ACL 2023

Dragonfly_captain at SemEval-2023 Task 11: Unpacking Disagreement with Investigation of Annotator Demographics and Task Difficulty ACL 2023

When Do Annotator Demographics Matter? Measuring the Influence of Annotator Demographics with the POPQUORN Dataset ACL 2023

Reaction Miner: An Integrated System for Chemical Reaction Extraction from Textual Data EMNLP 2023

Crowdsourced Data Validation for ASR Training INTERSPEECH 2023