Computer Science - Databases

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Machine Learning Fact-Checking in Knowledge Graphs: A New Approach

HybridFC combines methods to improve fact-checking in knowledge graphs.

Umair Qudus, Michael Roeder, Muhammad Saleem

2025-06-14T10:41:48+00:00 ― 5 min read

Latest Articles

Machine Learning Using Matrix Profile for Anomaly Detection in Data

Learn how Matrix Profile detects anomalies in multidimensional time series data.

Chin-Chia Michael Yeh, Audrey Der, Uday Singh Saini

2025-06-11T23:50:30+00:00 ― 7 min read

Databases Analysis of Data Quantization Methods

A study on the performance of various data quantization techniques for efficient search.

Jianyang Gao, Yutong Gou, Yuexuan Xu

2025-06-11T22:07:48+00:00 ― 5 min read

Databases Simplifying Data Processing for All Users

A system to make data handling easier for beginners and experts.

Yuqing Wang, Anna Fariha

2025-06-11T11:12:06+00:00 ― 7 min read

Databases Lester: A Tool for Cleaner ML Pipelines

Lester helps simplify messy data science code for better data management.

Sebastian Schelter, Stefan Grafberger

2025-06-11T03:26:00+00:00 ― 6 min read

Databases Advancements in Trajectory Similarity Search

New methods improve speed and relevance in finding similar user travel paths.

Sara Jarrad, Hubert Naacke, Stephane Gancarski

2025-06-10T16:46:06+00:00 ― 6 min read

Databases Direct Execution of GraphQL Queries on RDF

A new method improves the efficiency of GraphQL queries on knowledge graphs.

Nikolaos Karalis, Alexander Bigerl, Axel-Cyrille Ngonga Ngomo

2025-06-09T07:59:00+00:00 ― 7 min read

Software Engineering Improving Data Wrangling Code Generation

Researchers develop methods for better automated data wrangling code through context-rich examples.

Junjie Huang, Daya Guo, Chenglong Wang

2025-06-08T20:47:30+00:00 ― 6 min read

Databases Integrating Knowledge Graphs and Language Models in Legislation

A look at how advanced technologies can support legislative processes.

Andrea Colombo

2025-06-08T14:52:00+00:00 ― 6 min read

Databases Efficient Data Joining Techniques

Learn simple methods for effective data joining and sampling.

Florent Capelli, Oliver Irwin, Sylvain Salvati

2025-06-08T09:04:24+00:00 ― 5 min read

Databases Guidelines for Submitting to NeurIPS 2024

Essential rules for preparing your paper for NeurIPS 2024 submission.

Lindsey Linxi Wei, Guorui Xiao, Magdalena Balazinska

2025-06-08T03:48:24+00:00 ― 5 min read

Databases Optimizing LSM Trees with Machine Learning

CAMAL combines machine learning and traditional methods to optimize LSM tree performance.

Weiping Yu, Siqiang Luo, Zihao Yu

2025-06-07T12:47:48+00:00 ― 7 min read

Databases MongoDB Query Optimization: A Different Approach

This paper examines how MongoDB optimizes query execution plans through unique methods.

Dawei Tao, Enqi Liu, Sidath Randeni Kadupitige

2025-06-07T02:55:18+00:00 ― 6 min read

Machine Learning Assessing Fairness in Entity Matching Techniques

This paper investigates fairness in blocking methods for entity matching systems.

Mohammad Hossein Moslemi, Harini Balamurugan, Mostafa Milani

2025-06-06T23:29:54+00:00 ― 7 min read

Databases Choosing the Right Model for Cardinality Estimation

An advisor to select the best model for database cardinality estimation based on data features.

Jintao Zhang, Chao Zhang, Guoliang Li

2025-06-06T17:42:18+00:00 ― 7 min read

Databases Risks of Poisoning Attacks on Cardinality Estimation Models

This article investigates the threats posed by poisoning attacks on database systems.

Jintao Zhang, Chao Zhang, Guoliang Li

2025-06-06T16:47:00+00:00 ― 7 min read

Databases Efficient MSO Query Evaluation Over Strings

A new method for faster string query evaluation using MSO logic.

Pierre Bourhis, Florent Capelli, Stefan Mengel

2025-06-06T02:57:30+00:00 ― 4 min read

Databases Adaptive Cost Models for Query Optimization

A new approach improves database query execution with dynamic cost adjustments.

Nikita Vasilenko, Alexander Demin, Denis Ponomaryov

2025-06-06T00:27:24+00:00 ― 6 min read

Machine Learning Advancements in Selectivity Learning for Databases

New methods improve query selectivity predictions using machine learning techniques.

Peizhi Wu, Haoshu Xu, Ryan Marcus

2025-06-05T23:50:32+00:00 ― 6 min read

Cryptography and Security CryptoTrain: A New Era in Secure Machine Learning Training

CryptoTrain combines cryptographic techniques to protect sensitive data during machine learning training.

Jiaqi Xue, Yancheng Zhang, Yanshan Wang

2025-06-05T14:19:06+00:00 ― 5 min read

Databases Effective Change Summaries in Data Analysis

A system to simplify understanding data changes and trends.

Shiyi He, Alexandra Meliou, Anna Fariha

2025-06-05T10:37:54+00:00 ― 5 min read

Quantum Physics The Future of Data Management in Quantum Computing

Exploring the evolution of data management in the realm of quantum technology.

Rihan Hai, Shih-Han Hung, Tim Coopmans

2025-06-05T07:55:06+00:00 ― 7 min read

Information Retrieval New Method for Better Data Retrieval in Sports

A framework improves accuracy and speed in retrieving soccer data.

Zahra Sepasdar, Sushant Gautam, Cise Midoglu

2025-06-04T16:19:48+00:00 ― 6 min read

Databases Efficient Clustering in Relational Databases

New algorithms improve clustering in relational databases without prior data joins.

Aryan Esmailpour, Stavros Sintos

2025-06-04T00:55:30+00:00 ― 5 min read

Databases Improving Data Quality for Better Decisions

Learn how to check and enhance data quality automatically.

Djibril Sarr

2025-06-03T20:56:28+00:00 ― 6 min read

Data Structures and Algorithms Advancements in Hypergraph Structures and Algorithms

New algorithms improve efficiency in hypergraph tree decompositions.

Viktoriia Korchemna, Daniel Lokshtanov, Saket Saurabh

2025-06-03T01:37:12+00:00 ― 5 min read

Databases GraphAide: Your Data Assistant

GraphAide organizes data and simplifies information retrieval.

Sumit Purohit, George Chin, Patrick S Mackey

2025-06-02T13:46:12+00:00 ― 7 min read

Databases Safe Data Sharing: A New Approach

A three-step method for secure data sharing while protecting privacy.

Tung Sum Thomas Kwok, Chi-hua Wang, Guang Cheng

2025-06-02T09:33:24+00:00 ― 6 min read

Databases The Shift to Disaggregated Database Systems

Disaggregated systems enhance database performance and efficiency by separating resources.

Shahram Ghandeharizadeh, Philip A. Bernstein, Dhruba Borthakur

2025-06-01T09:11:54+00:00 ― 6 min read

Databases CAMP: A New Approach to Memory Management

CAMP improves memory use in apps, ensuring smooth operations.

Shahram Ghandeharizadeh, Sandy Irani, Jenny Lam

2025-06-01T08:48:12+00:00 ― 6 min read

Machine Learning Fairness in Record Matching: A Closer Look

Examining the importance of fairness in record matching techniques.

Mohammad Hossein Moslemi, Mostafa Milani

2025-06-01T03:08:30+00:00 ― 7 min read

Databases Understanding Object-Centric Local Process Models in Business

Learn how OCLPMs improve efficiency in complex business processes.

Viki Peeva, Marvin Porsil, Wil M. P. van der Aalst

2025-05-31T22:47:48+00:00 ― 4 min read

Artificial Intelligence Revolutionizing Spatial Data Management with Grid Cells

Grid cells simplify spatial knowledge graphs for better data organization and decision-making.

Amin Anjomshoaa, Hannah Schuster, Axel Polleres

2025-05-31T13:34:48+00:00 ― 6 min read

Databases Generating Event Traces with Conditional Models

Discover how conditional models can create meaningful event traces.

Riccardo Graziosi, Massimiliano Ronzani, Andrei Buliga

2025-05-31T09:00:00+00:00 ― 5 min read

Databases In-Context Databases: A New Approach

A look at in-context databases and their potential with language models.

Yu Pan, Hongfeng Yu, Tianjiao Zhao

2025-05-31T01:10:12+00:00 ― 5 min read

Databases Revolutionizing Database Performance in NUMA Systems

A new framework enhances scheduling efficiency in NUMA systems for faster query processing.

Yeasir Rayhan, Walid G. Aref

2025-05-30T06:01:48+00:00 ― 9 min read

Databases Simplifying Database Queries with LLMSteer

LLMSteer improves query optimization using language models for faster, simpler data access.

Peter Akioyamen, Zixuan Yi, Ryan Marcus

2025-05-30T04:43:30+00:00 ― 6 min read

Computation and Language Simplifying Business Searches with Natural Language

Natural language search transforms how businesses find information quickly.

Jesse Yao, Saurav Acharya, Priyaranjan Parida

2025-05-30T00:22:30+00:00 ― 6 min read

Logic in Computer Science An Introduction to Data Classification

Learn how machines classify data using simple examples and counting logic.

Steffen van Bergerem, Nicole Schweikardt

2025-05-29T12:11:42+00:00 ― 6 min read

Computation and Language Creating a New Knowledge Base with LLMs

Researchers build a large knowledge base using a language model and face challenges.

Yujia Hu, Shrestha Ghosh, Tuan-Phong Nguyen

2025-05-28T12:16:12+00:00 ― 5 min read

Databases Understanding GenJoin: A New Way to Optimize Queries

GenJoin learns from hints to improve database query optimization.

Pavel Sulimov, Claude Lehmann, Kurt Stockinger

2025-05-28T02:02:51+00:00 ― 5 min read