Latest Articles for Information Technology

Machine Learning Innovative Clustering for Streaming Data

A new method to analyze continuously changing data streams effectively.

Aniket Bhanderi, Raj Bhatnagar

2025-03-23T12:51:45+00:00 ― 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

2025-03-20T03:00:27+00:00 ― 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

2025-03-19T11:45:36+00:00 ― 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

2025-03-18T04:27:45+00:00 ― 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

2025-03-16T06:43:12+00:00 ― 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

2025-03-16T01:06:09+00:00 ― 6 min read

Discover how edge modes navigate imperfections in materials.

Grigor Adamyan

2025-03-14T19:47:48+00:00 ― 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

2025-03-13T03:59:28+00:00 ― 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

2025-03-13T01:40:48+00:00 ― 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

2025-03-09T13:49:11+00:00 ― 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

2025-03-08T02:45:30+00:00 ― 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

2025-03-06T03:33:45+00:00 ― 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

2025-03-05T03:00:20+00:00 ― 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

2025-03-04T15:23:26+00:00 ― 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

2025-03-02T05:40:12+00:00 ― 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

2025-03-01T01:34:57+00:00 ― 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

2025-02-24T05:13:12+00:00 ― 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

2025-02-24T00:24:18+00:00 ― 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

2025-02-21T14:37:30+00:00 ― 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

2025-02-20T10:32:15+00:00 ― 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

2025-02-17T11:55:03+00:00 ― 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

2025-02-13T23:39:18+00:00 ― 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

2025-02-13T04:23:42+00:00 ― 5 min read

Machine Learning Revolutionizing Topic Modeling with Graphs

Discover how graph-structured topic modeling improves document analysis.

Yeo Jin Jung, Claire Donnat

2025-02-10T20:56:05+00:00 ― 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

2025-02-09T13:43:30+00:00 ― 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

2025-02-08T11:53:00+00:00 ― 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

2025-02-08T09:26:00+00:00 ― 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

2025-02-08T00:00:27+00:00 ― 6 min read

Information Theory Keeping Secrets Safe: Anonymous Sharing Unveiled

Learn how anonymous secret sharing secures information using mathematical techniques.

Roni Con

2025-02-07T11:28:30+00:00 ― 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

2025-02-05T04:35:51+00:00 ― 9 min read

Quantum Physics Quantum Error Correction: The Key to Reliable Quantum Computing

Learn how quantum error correction ensures stable and efficient quantum computations.

Luis Colmenarez, Seyong Kim, Markus Müller

2025-02-05T00:13:48+00:00 ― 6 min read

Analysis of PDEs Efficient Data Clustering with Volume Constraints

Discover how the volume-constrained MBO scheme improves data organization and analysis.

Fabius Krämer, Tim Laux

2025-02-04T06:13:20+00:00 ― 5 min read

Artificial Intelligence The Art of Text Summarization

Learn how text summarization can simplify information consumption.

Gospel Ozioma Nnadi, Flavio Bertini

2025-02-03T21:18:00+00:00 ― 6 min read

Databases Decoding Data Lineage for Better Insights

Learn how data lineage helps trace and track data flow efficiently.

Yin Lin, Cong Yan

2025-02-02T07:34:57+00:00 ― 5 min read

Artificial Intelligence Revolutionizing Information Retrieval with Multi-Agent Systems

Discover a smarter way to find answers in complex data collections.

Antony Seabra, Claudio Cavalcante, Joao Nepomuceno

2025-01-31T21:52:39+00:00 ― 6 min read

Artificial Intelligence Harnessing Multi-Source Question-Answer Systems for Better Information Retrieval

Discover how multi-source systems streamline information retrieval from various data types.

Antony Seabra de Medeiros, Luiz Afonso Glatzl Junior, Sergio Lifschitz

2025-01-31T17:03:45+00:00 ― 7 min read

Artificial Intelligence MPERL: A Smart Method for Classifying Knowledge Graphs

A new approach improves classification in knowledge graphs using GCNs and Markov processes.

Johannes Mäkelburg, Yiwen Peng, Mehwish Alam

2025-01-30T02:32:33+00:00 ― 7 min read

Quantum Physics High-Dimensional Quantum States: A New Frontier

Discover the vast potential of high-dimensional quantum states in technology.

Ling Hong, Yuning Zhang, Yuanyuan Chen

2025-01-27T08:26:42+00:00 ― 7 min read

Machine Learning Taming the Chaos of Data Corruption in Machine Learning

Learn how data corruption impacts machine learning and ways to tackle it.

Qi Liu, Wanjing Ma

2025-01-27T07:07:57+00:00 ― 9 min read

Machine Learning Cleaning Up Noisy Graphs: The NoiseHGNN Approach

Learn how NoiseHGNN improves understanding of messy graphs in data science.

Xiong Zhang, Cheng Xie, Haoran Duan

2025-01-27T01:30:54+00:00 ― 6 min read