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Data Science & Analytics

4,466 papers (1 classified directly here)

Subtopics

Applications (2,978) Methods (1,725)

Papers per year

2
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67
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588
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Papers (including subtopics)

Configanator: A Data-driven Approach to Improving CDN Performance. NSDI 2022
Seq2Pat: Sequence-to-Pattern Generation for Constraint-Based Sequential Pattern Mining AAAI 2022
Toward Knowledge-Enriched Conversational Recommendation Systems ACL 2022
An Empirical Study of Topic Transition in Dialogue COLING 2022
Certified Error Control of Candidate Set Pruning for Two-Stage Relevance Ranking EMNLP 2022
FEDformer: Frequency Enhanced Decomposed Transformer for Long-term Series Forecasting ICML 2022
Practical Almost-Linear-Time Approximation Algorithms for Hybrid and Overlapping Graph Clustering ICML 2022
Optimal partition recovery in general graphs AISTATS 2022
Bridging the Training-Inference Gap for Dense Phrase Retrieval EMNLP 2022
WASSA 2022 Shared Task: Predicting Empathy, Emotion and Personality in Reaction to News Stories ACL 2022
Sampling from Arbitrary Functions via PSD Models AISTATS 2022
On the Generalizability and Predictability of Recommender Systems NIPS 2022
Multi-Type Urban Crime Prediction AAAI 2022
Using Multimodal Data and AI to Dynamically Map Flood Risk AAAI 2022
I-SEA: Importance Sampling and Expected Alignment-Based Deep Distance Metric Learning for Time Series Analysis and Embedding AAAI 2022
Astock: A New Dataset and Automated Stock Trading based on Stock-specific News Analyzing Model EMNLP 2022
Locally Private k-Means Clustering with Constant Multiplicative Approximation and Near-Optimal Additive Error AAAI 2022
Discrete Listwise Personalized Ranking for Fast Top-N Recommendation with Implicit Feedback IJCAI 2022
Multi-Mode Tensor Space Clustering Based on Low-Tensor-Rank Representation AAAI 2022
Using LARA to create image-based and phonetically annotated multimodal texts for endangered languages ACL 2022
Chartalist: Labeled Graph Datasets for UTXO and Account-based Blockchains NIPS 2022
DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting ICML 2022
DialMed: A Dataset for Dialogue-based Medication Recommendation COLING 2022
COVID-EENet: Predicting Fine-Grained Impact of COVID-19 on Local Economies AAAI 2022
Theoretical Foundations of t-SNE for Visualizing High-Dimensional Clustered Data JMLR 2022