Business Data and Applications:
How Domain Engineering Can Help to Raise Adoption Rates of Artificial Intelligence in Healthcare.- Enhancing AI Adoption in Healthcare: A Data Strategy for Improved Heart Disease Prediction Accuracy through Deep Learning Techniques.- WISHFUL - Website Extraction of Institutional Sources with Heterogeneous Factors and User-driven Linkage.- DISA - A Blockchain-Based Distributed Information Security Audit.- Analysing Online Review by Bank Employees: A Predictive Analytics Approach.- Optimizing Visit Booking at CERN: A Drools-Based Approach.- A Label Aggregation Method using Worker Quality in Crowdsourcing.- ImputAnom: Anomaly Detection Framework using Imputation Methods for Univariate Time Series.- Smart Cities as Hubs: navigating the Smart City data providers landscape.- Revolutionizing Real Estate: A Blockchain, NFT, and IPFS Multi-Platform Approach.-
Data Management:
Towards a Unified Symbolic AI Framework for Mining High Utility Itemsets.- RDF Data Partitioning for Efficient SPARQL Query Processing with Spark SQL.- A Comparative Evaluation of Additive Separability Tests for Physics-Informed Machine Learning.-Data integration in a multi-model environment.- Character Entity Recognition using Hybrid Binary-Particle Swarm Optimization and Conditional Random Field on Balinese Folklore Text.- Observing the patterns of correlation while drill-down.-
Deep and Machine Learning:
Unsupervised Clustering and Explainable AI for Unveiling Behavioral Variations Across Time in Home-appliance Generated Data.- A Deep Learning-Based Technique to Determine Various Stages of Alzheimer's Disease From 3D Brain MRI Images.- Churn Prediction in Enterprises with High Customer Turnover.- Data Fusion Performance Prophecy: A Random Forest Revelation.- Celestial Machine Learning: Discovering the Planarity, Heliocentricity, and Orbital Equation of Mars with AI Feynman.- Deep Learning Based Emotion Recognition Using EEG Signal.-
Generative AI:
Generating Fine-Grained Aspect Names from Movie Review Sentences Using Generative Language Model.- Reducing Human Effort in Keyphrase-Based Human-in-the-Loop Topic Models: A Method for Keyphrase Recommendations.- Movie Keyword Search Using Large-Scale Language Model With User-Generated Rankings and Reviews.- Extraction News Components Methods for Fake News Correction.-
Image Data and Knowledge Graph:
Buy Eye-mask Instead of Alarm Clock! : Graph-based Approach to Identify Functionally Equal Alternative Products
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Deep image analysis for microalgae identification.- Provenance-Aware Data Integration and Summarization Querying for Knowledge Graphs.- Integration of Knowledge Bases and External Information Sources via Magic Properties and Query-driven Entity Linking.- Enhancing Taxi Placement in Urban Areas using Dominating Set Algorithm with Node and Edge Weights.- Fast Correlated DNA Subsequence Search via Graph-based Representation.- Efficient Maximum k-plex Search via Selective Branch-and-Bound.- Automatic Hypotheses Testing Over Heterogeneous Biological Databases using Open Knowledge Networks.-
Recommendation Systems:
Using Derived Sequential Pattern Mining for E-Commerce Recommendations in Multiple Sources.- Taste Representation Learning Toward Food Recommendation Balancing Curiosity and Comfort.- Tag2Seq: Enhancing Session-based Recommender Systems with Tag-based LSTM.- ClinLearning: An Online Clinical Tutoring and Crowdsourced Treatment Recommendation System.-
Similarity Measure and Metric:
The Actualization of TikTok Affordances to Challenge Female Unrealistic Standards of Beauty.- Novel Blocking Techniques and Distance Metrics for Record Linkage.- Efficiently discovering spatial prevalent co-location patterns without distance thresholds.- Boosting Similar Compounds Searches via Correlated Subgraph Analysis.- Efficient Similarity Searches for Multivariate Time Series: A Hash-based Approach.-
Topic and Text Matching:
A Machine Learning Approach to Enterprise Matchmaking Using Multilabel Text Classification Based on Semi-Structured Website Content.- TraPM: A Framework for Online Pattern Matching over Trajectory Streams.- Attention Based Stopword Generation for Neural Network based Text Processing.- Digital Index Card Creation and Management for Memorizing What You See on the Web.- Multitask, Cross-lingual Recipe Classification using Joint Fine-Tuning Mechanisms.