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Coupling learning of complex interactions
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1002/widm.1080openalex-snapshot
Combined mining: Analyzing object and pattern relations for discovering and constructing complex yet actionable patterns
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The Elements of Statistical Learning
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The Elements of Statistical Learning: Data Mining, Inference, and Prediction
inferredcites →https://doi.org/10.1007/978-0-387-85820-3openalex-snapshot
Recommender Systems Handbook
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Link Mining: Models, Algorithms, and Applications
inferredcites →https://doi.org/10.1007/978-1-4471-2969-1_2openalex-snapshot
Modeling and Analysis of Social Activity Process
inferredcites →https://doi.org/10.1007/978-1-4471-5628-4openalex-snapshot
Similarity-Based Pattern Analysis and Recognition
inferredcites →https://doi.org/10.1007/978-1-4614-7138-7openalex-snapshot
An Introduction to Statistical Learning
inferredcites →https://doi.org/10.1007/978-1-4899-7637-6openalex-snapshot
Recommender Systems Handbook
inferredcites →https://doi.org/10.1007/978-3-540-89378-3_40openalex-snapshot
Combined Pattern Mining: From Learned Rules to Actionable Knowledge
inferredcites →https://doi.org/10.1007/978-3-642-03603-3_3openalex-snapshot
Ubiquitous Intelligence in Agent Mining
inferredcites →https://doi.org/10.1007/978-3-642-37453-1_30openalex-snapshot
Optimal Allocation of High Dimensional Assets through Canonical Vines
inferredcites →https://doi.org/10.1007/978-3-642-37456-2_31openalex-snapshot
A Coupled Clustering Approach for Items Recommendation
inferredcites →https://doi.org/10.1007/978-3-642-41230-1_16openalex-snapshot
CGMF: Coupled Group-Based Matrix Factorization for Recommender System
inferredcites →https://doi.org/10.1007/978-981-16-4277-7_12openalex-snapshot
Introduction to Information Theory
inferredcites →https://doi.org/10.1007/bfb0026686openalex-snapshot
Improved pairwise coupling classification with correcting classifiers
inferredcites →https://doi.org/10.1016/b0-08-044854-2/00870-1openalex-snapshot
Latent Semantic Analysis
inferredcites →https://doi.org/10.1016/j.ins.2010.03.025openalex-snapshot
In-depth behavior understanding and use: The behavior informatics approach
inferredcites →https://doi.org/10.1073/pnas.122653799openalex-snapshot
Community structure in social and biological networks
inferredcites →https://doi.org/10.1080/00031305.1988.10475524openalex-snapshot
Thirteen Ways to Look at the Correlation Coefficient
inferredcites →https://doi.org/10.1080/00031305.1995.10476107openalex-snapshot
Simpson's Paradox and the Hot Hand in Basketball
inferredcites →https://doi.org/10.1080/01621459.1986.10478354openalex-snapshot
Statistics and Causal Inference
inferredcites →https://doi.org/10.1093/comjnl/bxt084openalex-snapshot
Non-IIDness Learning in Behavioral and Social Data
inferredcites →https://doi.org/10.1093/oso/9780198827214.003.0005openalex-snapshot
Six Degrees of Separation
inferredcites →https://doi.org/10.1109/icde.2013.6544840openalex-snapshot
Coupled clustering ensemble: Incorporating coupling relationships both between base clusterings and objects
inferredcites →https://doi.org/10.1109/ijcnn.2013.6706853openalex-snapshot
Coupled term-term relation analysis for document clustering
inferredcites →https://doi.org/10.1109/ijcnn.2013.6706966openalex-snapshot
Coupled market behavior based financial crisis detection
inferredcites →https://doi.org/10.1109/tkde.2007.190635openalex-snapshot
Mining Impact-Targeted Activity Patterns in Imbalanced Data
inferredcites →https://doi.org/10.1109/tkde.2011.129openalex-snapshot
Coupled Behavior Analysis with Applications
inferredcites →https://doi.org/10.1109/tsmcb.2010.2086060openalex-snapshot
Combined Mining: Discovering Informative Knowledge in Complex Data
inferredcites →https://doi.org/10.1111/j.1467-985x.2010.00646_6.xopenalex-snapshot
The Elements of Statistical Learning: Data Mining, Inference, and Prediction
inferredcites →https://doi.org/10.1137/1.9780898718386.ch22openalex-snapshot
22. Simpson's Paradox and the Hot Hand in Basketball
inferredcites →https://doi.org/10.1137/1.9781611972832.24openalex-snapshot
Efficient Selection of Globally Optimal Rules on Large Imbalanced Data Based on Rule Coverage Relationship Analysis
inferredcites →https://doi.org/10.1137/1.9781611973440.89openalex-snapshot
Modeling Asymmetry and Tail Dependence among Multiple Variables by Using Partial Regular Vine
inferredcites →https://doi.org/10.1140/epjb/e2004-00130-1openalex-snapshot
Community analysis in social networks
inferredcites →https://doi.org/10.1145/1288552.1288555openalex-snapshot
Mining for combined association rules on multiple datasets
inferredcites →https://doi.org/10.1145/1401890.1401944openalex-snapshot
Factorization meets the neighborhood
inferredcites →https://doi.org/10.1145/1571941.1571978openalex-snapshot
Learning to recommend with social trust ensemble
inferredcites →https://doi.org/10.1145/1835804.1835818openalex-snapshot
Detecting abnormal coupled sequences and sequence changes in group-based manipulative trading behaviors
inferredcites →https://doi.org/10.1145/2063576.2063715openalex-snapshot
Coupled nominal similarity in unsupervised learning
inferredcites →https://doi.org/10.1145/2339530.2339683openalex-snapshot
Coupled behavior analysis for capturing coupling relationships in group-based market manipulations
inferredcites →https://doi.org/10.1145/2339530.2339728openalex-snapshot
Circle-based recommendation in online social networks
inferredcites →https://doi.org/10.1145/2396761.2398443openalex-snapshot
Model the complex dependence structures of financial variables by using canonical vine
inferredcites →https://doi.org/10.1145/2488388.2488441openalex-snapshot
Personalized recommendation via cross-domain triadic factorization
inferredcites →https://doi.org/10.1145/358108.358114openalex-snapshot
Beyond intratransaction association analysis
inferredcites →https://doi.org/10.1145/371920.372071openalex-snapshot
Item-based collaborative filtering recommendation algorithms
inferredcites →https://doi.org/10.1214/009053607000000505openalex-snapshot
Measuring and testing dependence by correlation of distances
inferredcites →https://doi.org/10.1609/aaai.v28i1.9007openalex-snapshot
Deep Modeling of Group Preferences for Group-Based Recommendation
inferredcites →https://doi.org/10.2307/2285549openalex-snapshot
Uncertainty, Calibration and Probability.
inferredcites →https://doi.org/10.2307/2311344openalex-snapshot
An Introduction to Information Theory.
inferredcites →https://doi.org/10.2307/3182612openalex-snapshot
CAUSALITY: MODELS, REASONING AND INFERENCE
inferredcites →https://doi.org/10.4018/978-1-59904-951-9.ch051openalex-snapshot
Domain-Driven Data Mining
inferredcites →https://doi.org/10.48550/arxiv.1301.7363openalex-snapshot
Empirical Analysis of Predictive Algorithms for Collaborative Filtering
inferredcites →https://doi.org/10.5555/1005332.1016791openalex-snapshot
Probability Estimates for Multi-class Classification by Pairwise Coupling
inferredcites →https://doi.org/10.5860/choice.38-1494aopenalex-snapshot
Causality: models, reasoning, and inference
inferredcites →https://doi.org/10.7551/mitpress/7432.001.0001openalex-snapshot
Introduction to Statistical Relational Learning
inferredcites →https://doi.org/10.7551/mitpress/7432.003.0010openalex-snapshot
Relational Dependency Networks
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.2139/ssrn.4690078openalex-extracted
A Categorical Representation of Multi-Feature Fusion for Mixed Attribute Data Clustering
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GRAW+: A two‐view graph propagation method with word coupling for readability assessment
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Opportunities and Prospects
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Coupled Semi-supervised Clustering: Exploring Attribute Correlations in Heterogeneous Information Networks
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LHRM: A LBS Based Heterogeneous Relations Model for User Cold Start Recommendation in Online Travel Platform
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Introduction to Session-Based Recommender Systems
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Coupled Matrix Factorization Within Non-IID Context
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A Coupled k-Nearest Neighbor Algorithm for Multi-label Classification
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A Coupled Similarity Kernel for Pairwise Support Vector Machine
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An Improved ML-kNN Approach Based on Coupled Similarity
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Perceiving the Next Choice with Comprehensive Transaction Embeddings for Online Recommendation
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Vine Copula-Based Asymmetry and Tail Dependence Modeling
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Combine Value Clustering and Weighted Value Coupling Learning for Outlier Detection in Categorical Data
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An Effective Multilabel Classification Using Feature Selection
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Quality Characteristic Decoupling Method Based on Meta-Action Unit for CNC Machine Tool
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SPI-Closed Prevalent Co-location Patterns
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Spatio-Temporal Multi-Granularity Gated Recurrent Transformer Model for Individual Mobility Prediction
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Disentangled Representation Learning for Geospatial-Temporal Data Modeling
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Model-aware categorical data embedding: a data-driven approach
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Multi-view heterogeneous fusion and embedding for categorical attributes on mixed data
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Homophily outlier detection in non-IID categorical data
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Learning user-emotion and user-feature couplings for image emotion classification
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Multi-session aware hypergraph neural network for session-based recommendation
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A novel hybrid algorithm considering deviation in group recommender systems
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Recent advances in domain-driven data mining
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Recent advances in domain-driven data mining
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Health and medical behavior informatics
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CCAE: Cross-field categorical attributes embedding for cancer clinical endpoint prediction
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A review on deep anomaly detection in blockchain
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BiT-MAC: Mortality prediction by bidirectional time and multi-feature attention coupled network on multivariate irregular time series
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Non-IID Recommender Systems: A Review and Framework of Recommendation Paradigm Shifting
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Concept coupling learning for improving concept lattice-based document retrieval
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Flexible wearable sensors: An emerging platform for monitoring of bacterial infection in skin wounds
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Modeling and analysis of a stock-based collaborative filtering algorithm for the Chinese stock market
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Learning deep relevance couplings for ad-hoc document retrieval
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IntegrateCF: Integrating explicit and implicit feedback based on deep learning collaborative filtering algorithm
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Coupling analysis of rural revitalization and talent development in disadvantaged counties in China
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Effective lossless condensed representation and discovery of spatial co-location patterns
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Generating behavior features for cold-start spam review detection with adversarial learning
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A dual-perspective latent factor model for group-aware social event recommendation
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Human resources for Big Data professions: A systematic classification of job roles and required skill sets
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Doubled coupling for image emotion distribution learning
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A Multi-View Deep Metric Learning approach for Categorical Representation on mixed data
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Ultra-high-granularity detector simulation with intra-event aware generative adversarial network and self-supervised relational reasoning
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Coupling relationships and synergistic mechanisms between technology management capability and technological capability in product innovation: a simulation study
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NI-DBSCAN: DBSCAN under Non-IID
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A Generic Framework for Learning Explicit and Implicit User-Item Couplings in Recommendation
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Multi-Layer Coupled Hidden Markov Model for Cross-Market Behavior Analysis and Trend Forecasting
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Multi-Level Coupling Network for Non-IID Sequential Recommendation
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Plant Breeding Evaluation Based on Coupled Feature Representation
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Hierarchical Context-Aware Recurrent Network for Session-Based Recommendation
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A Multi-Market Data-Driven Stock Price Prediction System: Model Optimization and Empirical Study
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Anomaly Detection of Sensor Data Based on Similarity
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An information-theoretic outlier detection method for prescription data
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Document similarity analysis via involving both explicit and implicit semantic couplings
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Mix2Vec: Unsupervised Mixed Data Representation
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Deep Spectral Copula Mechanisms Modeling Coupled and Volatile Multivariate Time Series
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Unsupervised Feature Selection for Outlier Detection by Modelling Hierarchical Value-Feature Couplings
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Linking Technology Management Capabilities Perspective with the Management of Technology Platforms: a literature review and preliminary framework
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CoupledMUTS: Coupled Multivariate Utility Time-Series Representation and Prediction
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Nonoccurring Behavior Analytics: A New Area
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Financial Crisis Forecasting via Coupled Market State Analysis
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Uncovering and Predicting Human Behaviors
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A Deep Coupled LSTM Approach for USD/CNY Exchange Rate Forecasting
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Hierarchical Attentive Transaction Embedding With Intra- and Inter-Transaction Dependencies for Next-Item Recommendation
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Answer Keyword Generation for Community Question Answering by Multiaspect Gamma–Poisson Matrix Completion
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Differentially Private Collaborative Coupling Learning for Recommender Systems
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Neural Graph for Personalized Tag Recommendation
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Learning Complex Couplings and Interactions
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Decentralized AI: Edge Intelligence and Smart Blockchain, Metaverse, Web3, and DeSci
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Beyond i.i.d.: Non-IID Thinking, Informatics, and Learning
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Friendship Understanding by Smartphone-based Interactions: A Cross-space Perspective
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Coupled Collective Matrix Factorization
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Modality Coupling for Privacy Image Classification
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CrossFuN: Multiview Joint Cross-Fusion Network for Time-Series Anomaly Detection
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Heterogeneous Metric Learning of Categorical Data with Hierarchical Couplings
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Unsupervised Coupled Metric Similarity for Non-IID Categorical Data
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HCBC: A Hierarchical Case-Based Classifier Integrated with Conceptual Clustering
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CURE: Flexible Categorical Data Representation by Hierarchical Coupling Learning
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Explicit and Implicit Pattern Relation Analysis for Discovering Actionable Negative Sequences
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Copula Variational LSTM for High-Dimensional Cross-Market Multivariate Dependence Modeling
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Unsupervised Heterogeneous Coupling Learning for Categorical Representation
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Deep Multidilation Temporal and Spatial Dependence Modeling in Stereoscopic 3-D EEG for Visual Discomfort Assessment
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Selective Value Coupling Learning for Detecting Outliers in High-Dimensional Categorical Data
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Prescription fraud detection through statistic modeling
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Interactive Sequential Basket Recommendation by Learning Basket Couplings and Positive/Negative Feedback
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Recurrent Coupled Topic Modeling over Sequential Documents
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BiCMTS: Bidirectional Coupled Multivariate Learning of Irregular Time Series with Missing Values
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A Survey on Session-based Recommender Systems
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DeepExpress: Heterogeneous and Coupled Sequence Modeling for Express Delivery Prediction
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Heterogeneous Information Crossing on Graphs for Session-Based Recommender Systems
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Deep Coupling Network for Multivariate Time Series Forecasting
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Hidden Inverted Specific-Class Distance Measure for Nominal Attributes
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Quality characteristic decoupling planning of different meta-action units for computer numerical control machine tool
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Attention-Based Transactional Context Embedding for Next-Item Recommendation
inferred← citeshttps://doi.org/10.1609/aaai.v33i01.33013830openalex-snapshot
HERS: Modeling Influential Contexts with Heterogeneous Relations for Sparse and Cold-Start Recommendation
inferred← citeshttps://doi.org/10.1609/aaai.v33i01.3301598openalex-snapshot
Evolutionarily Learning Multi-Aspect Interactions and Influences from Network Structure and Node Content
inferred← citeshttps://doi.org/10.1609/aaai.v34i04.6093openalex-snapshot
Intention Nets: Psychology-Inspired User Choice Behavior Modeling for Next-Basket Prediction
inferred← citeshttps://doi.org/10.1609/aaai.v35i16.17699openalex-snapshot
Self-supervised Bilingual Syntactic Alignment for Neural Machine Translation
inferred← citeshttps://doi.org/10.1609/aaai.v35i5.16568openalex-snapshot
Coupling Macro-Sector-Micro Financial Indicators for Learning Stock Representations with Less Uncertainty
inferred← citeshttps://doi.org/10.23919/jsee.2021.000122openalex-snapshot
Evolution of technology management system based on self-organization theory
inferred← citeshttps://doi.org/10.24963/ijcai.2017/269openalex-snapshot
Embedding-based Representation of Categorical Data by Hierarchical Value Coupling Learning
inferred← citeshttps://doi.org/10.24963/ijcai.2017/360openalex-snapshot
Learning Homophily Couplings from Non-IID Data for Joint Feature Selection and Noise-Resilient Outlier Detection
inferred← citeshttps://doi.org/10.24963/ijcai.2018/509openalex-snapshot
CoupledCF: Learning Explicit and Implicit User-item Couplings in Recommendation for Deep Collaborative Filtering
inferred← citeshttps://doi.org/10.26418/jp.v6i2.40914openalex-snapshot
Analisis Data Artikel Sistem Pakar Menggunakan Metode Systematic Review
inferred← citeshttps://doi.org/10.32424/1.erjpe.2024.19.1.3900openalex-snapshot
Integrated Interaction Between Tourism, Economy, and Ecology in Indonesia: Coupling Coordination Degree Method
inferred← citeshttps://doi.org/10.32604/cmc.2023.038127openalex-snapshot
Multi-Attribute Couplings-Based Euclidean and Nominal Distances for Unlabeled Nominal Data
inferred← citeshttps://doi.org/10.3389/fnins.2022.902528openalex-snapshot
The Coupled Representation of Hierarchical Features for Mild Cognitive Impairment and Alzheimer's Disease Classification
inferred← citeshttps://doi.org/10.3390/app12020594openalex-snapshot
Multipointer Coattention Recommendation with Gated Neural Fusion between ID Embedding and Reviews
inferred← citeshttps://doi.org/10.3390/e20060471openalex-snapshot
Coupled Node Similarity Learning for Community Detection in Attributed Networks
inferred← citeshttps://doi.org/10.3390/e23081045openalex-snapshot
On Supervised Classification of Feature Vectors with Independent and Non-Identically Distributed Elements
inferred← citeshttps://doi.org/10.48550/arxiv.2007.03606openalex-snapshot
Data Science: A Comprehensive Overview
inferred← citeshttps://doi.org/10.5755/j01.itc.50.1.25349openalex-snapshot
An Efficient Technique for Disease Prediction by Using Enhanced Machine Learning Algorithms for Categorical Medical Dataset
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