Information Technology

Machine Learning The Hidden Challenges of Knowledge Graphs

Anomalies in knowledge graphs can mislead digital services.

Asara Senaratne, Peter Christen, Pouya Omran

Apr 5, 2025 ― 6 min read

Data Structures and Algorithms Mastering Data Streams with Robust Algorithms

Learn how adversarially robust algorithms manage data streams effectively.

David P. Woodruff, Samson Zhou

Apr 4, 2025 ― 5 min read

Quantum Physics Manipulating Qubits: The Future of Quantum Steering

Discover how active steering alters the landscape of quantum physics.

Samuel Morales, Silvia Pappalardi, Reinhold Egger

Apr 4, 2025 ― 6 min read

Cryptography and Security Harnessing PU and NU Learning in Cybersecurity

Learn how PU and NU Learning enhance cybersecurity measures against hidden threats.

Robert Dilworth, Charan Gudla

Apr 3, 2025 ― 6 min read

Quantum Physics Quantum Teleportation: The Future of Instant Data Transfer

Researchers advance quantum teleportation for secure and instant data transfer.

Jozef Strecka, Fadwa Benabdallah, Mohammed Daoud

Mar 31, 2025 ― 6 min read

Databases Simplifying Join Discovery in Data Lakes

Learn how to connect datasets in data lakes more effectively.

Marc Maynou, Sergi Nadal, Raquel Panadero

Mar 29, 2025 ― 5 min read

Machine Learning Simplifying Complexity: Data Visualization Techniques

Learn how dimensionality reduction and graph drawing simplify complex data.

Fernando Paulovich, Alessio Arleo, Stef van den Elzen

Mar 29, 2025 ― 6 min read

Human-Computer Interaction Transforming Legal Research with Visual Analytics

Learn how Visual Analytics simplifies complex legal texts for scholars.

Daniel Fürst, Mennatallah El-Assady, Daniel A. Keim

Mar 29, 2025 ― 6 min read

Quantum Physics Mastering Quantum Error Correction

Learn how quantum error correction shapes the future of computing.

Valentine Nyirahafashimana, Nurisya Mohd Shah, Umair Abdul Halim

Mar 26, 2025 ― 7 min read

Quantum Physics Guarding Quantum Data: Error Correction Codes Explained

Learn how Quantum Error Correction Codes protect information in quantum computing.

Guo Zheng, Wenhao He, Gideon Lee

Mar 24, 2025 ― 5 min read

Machine Learning Innovative Clustering for Streaming Data

A new method to analyze continuously changing data streams effectively.

Aniket Bhanderi, Raj Bhatnagar

Mar 23, 2025 ― 8 min read

Computation and Language Advancing Dutch Information Retrieval with BEIR-NL

New benchmark boosts Dutch language data for information retrieval models.

Nikolay Banar, Ehsan Lotfi, Walter Daelemans

Mar 20, 2025 ― 5 min read

Databases Mastering Schema Matching: The Key to Data Integration

Learn how schema matching improves data integration across various sectors.

Yurong Liu, Eduardo Pena, Aecio Santos

Mar 19, 2025 ― 6 min read

Databases The Importance of Metadata in Data Management

Metadata is essential for effectively managing and utilizing data.

Tianji Cong, Fatemeh Nargesian, Junjie Xing

Mar 18, 2025 ― 8 min read

Databases Strengthening Database Queries: The Resilience Factor

Learn how resilience impacts the reliability of database queries.

Antoine Amarilli, Wolfgang Gatterbauer, Neha Makhija

Mar 16, 2025 ― 6 min read

Databases Streamlining Entity Resolution: A New Model Approach

Discover how model reuse transforms data integration and improves accuracy.

Victor Christen, Abdulnaser Sabra, Erhard Rahm

Mar 16, 2025 ― 6 min read

Discover how edge modes navigate imperfections in materials.

Grigor Adamyan

Mar 14, 2025 ― 5 min read

Information Theory Revolutionizing Quantum Error Correction with Cluster Decoding

A look into how cluster decoding enhances quantum LDPC codes for error correction.

Hanwen Yao, Mert Gökduman, Henry D. Pfister

Mar 13, 2025 ― 5 min read

Computation and Language Language Models vs Misinformation: A Study

Examining how language models handle misleading information and their ability to adapt.

Mohammad Reza Samsami, Mats Leon Richter, Juan Rodriguez

Mar 13, 2025 ― 6 min read

Machine Learning Optimizing Data Representation with Johnson-Lindenstrauss Embedding

Learn how optimization is reshaping data representation techniques.

Nikos Tsikouras, Constantine Caramanis, Christos Tzamos

Mar 9, 2025 ― 7 min read

Information Theory Revolutionizing Data Correction: The Power of Constacyclic Codes

Learn how two-dimensional constacyclic codes improve data transmission and error correction.

Vidya Sagar, Shikha Patel, Shayan Srinivasa Garani

Mar 8, 2025 ― 5 min read

Distributed, Parallel, and Cluster Computing The Importance of Even-Cycle Detection in Networks

Learn why even-cycle detection is crucial for network efficiency.

Pierre Fraigniaud, Maël Luce, Frédéric Magniez

Mar 6, 2025 ― 5 min read

Information Theory Keeping Information Fresh: The Dual-Queue Advantage

Learn how dual-queue systems improve information freshness.

Zhengchuan Chen, Yi Qu, Nikolaos Pappas

Mar 5, 2025 ― 5 min read

Quantum Physics Quantum Tomography Meets Reservoir Computing

New techniques enhance quantum state reconstruction and information processing.

Tanjung Krisnanda, Pengtao Song, Adrian Copetudo

Mar 4, 2025 ― 7 min read

Databases Optimizing Multiple Queries: The Selection Challenge

Learn how to manage data efficiently with multi-query optimization techniques.

Sergey Zinchenko, Denis Ponomaryov

Mar 2, 2025 ― 6 min read

Machine Learning Smoothing the Data Gap with TDSS

A new method improves data adaptation between different sources.

Wei Chen, Guo Ye, Yakun Wang

Mar 1, 2025 ― 6 min read

Computation and Language Keeping Your Data Safe with INTACT

Learn how INTACT protects personal information while maintaining text clarity.

Ildikó Pilán, Benet Manzanares-Salor, David Sánchez

Feb 24, 2025 ― 7 min read

Machine Learning GFTab: A New Approach to Tabular Data

GFTab offers innovative solutions for analyzing mixed-variable tabular datasets.

Yoontae Hwang, Yongjae Lee

Feb 24, 2025 ― 6 min read

Databases Navigating the Big Data Landscape: The Rise of BAD Systems

Discover how BAD systems transform data updates for users.

Shahrzad Haji Amin Shirazi, Xikui Wang, Michael J. Carey

Feb 21, 2025 ― 8 min read

Social and Information Networks Understanding Cyber Threats with Graphs

Learn how cyber graphs help combat attacks effectively.

Vesa Kuikka, Lauri Pykälä, Tuomas Takko

Feb 20, 2025 ― 5 min read

Computation and Language Revolutionizing Multi-Hop Question Answering with Knowledge Editing

Learn how knowledge editing enhances accuracy in complex question answering.

Yifan Lu, Yigeng Zhou, Jing Li

Feb 17, 2025 ― 6 min read

Cryptography and Security Revolutionizing Encrypted Traffic Classification with MIETT

MIETT uses advanced techniques for efficient encrypted traffic classification.

Xu-Yang Chen, Lu Han, De-Chuan Zhan

Feb 13, 2025 ― 6 min read

Computation and Language Multi-Hop Question Answering: A New Era in Information Retrieval

Learn how multi-hop QA improves our ability to answer complex questions.

Xiangsen Chen, Xuming Hu, Nan Tang

Feb 13, 2025 ― 5 min read

Machine Learning Revolutionizing Topic Modeling with Graphs

Discover how graph-structured topic modeling improves document analysis.

Yeo Jin Jung, Claire Donnat

Feb 10, 2025 ― 5 min read

Machine Learning Revolutionizing Model Training with PAMDA

Learn how PAMDA improves multi-source domain adaptation for better model performance.

Min Huang, Zifeng Xie, Bo Sun

Feb 9, 2025 ― 7 min read

Other Computer Science Revolutionizing Data Storage: The DNA Solution

Discover how DNA could change the future of data storage.

Parv Agarwal, Thomas Heinis

Feb 8, 2025 ― 8 min read

Quantum Physics Strengthening Quantum Error Correction with Entanglement

Learn how entanglement assists in improving quantum error-correcting codes.

Nihar Ranjan Dash, Sanjoy Dutta, R. Srikanth

Feb 8, 2025 ― 6 min read

Machine Learning Unlocking the Magic of Knowledge Graphs

Discover how Knowledge Graphs and SDN reshape information connections.

Tengfei Ma, Yujie Chen, Liang Wang

Feb 8, 2025 ― 6 min read

Information Theory Keeping Secrets Safe: Anonymous Sharing Unveiled

Learn how anonymous secret sharing secures information using mathematical techniques.

Roni Con

Feb 7, 2025 ― 7 min read

Cryptography and Security Strengthening Cybersecurity: A New Way to Find Vulnerabilities

Learn how improved techniques enhance software vulnerability detection.

Devesh Sawant, Manjesh K. Hanawal, Atul Kabra

Feb 5, 2025 ― 9 min read

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