Standout Papers

Collaborative Filtering beyond the User-Item Matrix 2014 2026 2018 2022 408
  1. Collaborative Filtering beyond the User-Item Matrix (2014)
    Yue Shi, Martha Larson et al. ACM Computing Surveys

Citation Impact

Citing Papers

Particle Swarm Optimization Algorithm and Its Applications: A Systematic Review
2022 Standout
Micro-Directional Propagation Method Based on User Clustering
2023 Standout
The ubiquitin–proteasome system: opportunities for therapeutic intervention in solid tumors
2014
Review of deep learning: concepts, CNN architectures, challenges, applications, future directions
2021 Standout
Transfer collaborative filtering from multiple sources via consensus regularization
2018
Environmental effects of the Deepwater Horizon oil spill: A review
2016 Standout
Efficient music recommender system using context graph and particle swarm
2017
Bi-MARS: A Bi-clustering based Memetic Algorithm for Recommender Systems
2020
Deep Transfer Learning for Intelligent Cellular Traffic Prediction Based on Cross-Domain Big Data
2019 Standout
Social-Aware Movie Recommendation via Multimodal Network Learning
2017
A survey on FinTech
2017 Standout
Inhibition of NGLY1 Inactivates the Transcription Factor Nrf1 and Potentiates Proteasome Inhibitor Cytotoxicity
2017 StandoutNobel
ARE WE PREPARED ENOUGH? A CASE STUDY OF CHALLENGES IN ONLINE LEARNING IN A PRIVATE HIGHER LEARNING INSTITUTION DURING THE COVID-19 OUTBREAKS
2020 Standout
A survey of transfer learning for collaborative recommendation with auxiliary data
2015
Collaborative Filtering and Deep Learning Based Hybrid Recommendation for Cold Start Problem
2016
A systematic literature review of blockchain-based applications: Current status, classification and open issues
2018 Standout
Deep visual domain adaptation: A survey
2018 Standout
Beluga whale optimization: A novel nature-inspired metaheuristic algorithm
2022 Standout
MuMIA: Multimodal Interactions to Better Understand Art Contexts
2021
Online learning: A comprehensive survey
2021
Collaborative filtering and deep learning based recommendation system for cold start items
2016
A Comprehensive Survey on Transfer Learning
2020 Standout
Social media security and trustworthiness: Overview and new direction
2016
Transitive Transfer Learning
2015
Deep Expectation of Real and Apparent Age from a Single Image Without Facial Landmarks
2016 Standout
Research-paper recommender systems: a literature survey
2015
Data-driven resource allocation with traffic load prediction
2017
Health of Common Bottlenose Dolphins (Tursiops truncatus) in Barataria Bay, Louisiana, Following theDeepwater HorizonOil Spill
2013
Some like it hot - visual guidance for preference prediction
2016
EnlightenGAN: Deep Light Enhancement Without Paired Supervision
2021 Standout
Recommendation system based on deep learning methods: a systematic review and new directions
2019 Standout
Accessing From the Sky: A Tutorial on UAV Communications for 5G and Beyond
2019 Standout
Caching at the wireless edge: design aspects, challenges, and future directions
2016
Secure integration of IoT and Cloud Computing
2016 Standout
On Multi-Access Edge Computing: A Survey of the Emerging 5G Network Edge Cloud Architecture and Orchestration
2017 Standout
Graph Neural Networks for Social Recommendation
2019 Standout
RAISE
2015
Optimized Wireless Channel Characterization in Large Complex Environments by Hybrid Ray Launching-Collaborative Filtering Approach
2016
Personalized Travel Sequence Recommendation on Multi-Source Big Social Media
2016
A Survey of Recommendation Systems: Recommendation Models, Techniques, and Application Fields
2022 Standout
A Hybrid Collaborative Filtering Model with Deep Structure for Recommender Systems
2017
A review on deep learning for recommender systems: challenges and remedies
2018
Deep Learning for Intelligent Human–Computer Interaction
2022 Standout
Personalized Recommendation System Based on Collaborative Filtering for IoT Scenarios
2020
Tag-aware recommender systems based on deep neural networks
2016

Works of Martha Larson being referenced

Ultrasound of the Thorax (Noncardiac)
2009
Vorinostat and bortezomib as third-line therapy in patients with advanced non-small cell lung cancer: a Wisconsin Oncology Network Phase II study
2013
Exploring Deep Space: Learning Personalized Ranking in a Semantic Space
2016
Mining contextual movie similarity with matrix factorization for context-aware recommendation
2013
Collaborative Filtering beyond the User-Item Matrix
2014 Standout
Recurrent neural network language model adaptation with curriculum learning
2014
Multimodal indexing of digital audio-visual documents: A case study for cultural heritage data
2008
Personalized Landmark Recommendation Based on Geotags from Photo Sharing Sites
2021
Learning Crowdsourced User Preferences for Visual Summarization of Image Collections
2013
A Crowdsourced Data Set of Edited Images Online
2014
Rankless by CCL
2026