咨询与建议

限定检索结果

文献类型

  • 32 篇 期刊文献
  • 27 篇 会议

馆藏范围

  • 59 篇 电子文献
  • 0 种 纸本馆藏

日期分布

学科分类号

  • 34 篇 工学
    • 26 篇 计算机科学与技术...
    • 23 篇 软件工程
    • 10 篇 生物工程
    • 7 篇 控制科学与工程
    • 7 篇 生物医学工程(可授...
    • 4 篇 光学工程
    • 4 篇 信息与通信工程
    • 2 篇 机械工程
    • 2 篇 电气工程
    • 2 篇 电子科学与技术(可...
    • 1 篇 仪器科学与技术
    • 1 篇 建筑学
    • 1 篇 土木工程
  • 19 篇 理学
    • 10 篇 数学
    • 10 篇 生物学
    • 6 篇 统计学(可授理学、...
    • 4 篇 系统科学
    • 3 篇 物理学
    • 1 篇 化学
    • 1 篇 地球物理学
  • 15 篇 管理学
    • 6 篇 管理科学与工程(可...
    • 6 篇 图书情报与档案管...
    • 5 篇 工商管理
    • 3 篇 公共管理
  • 7 篇 医学
    • 5 篇 临床医学
    • 4 篇 公共卫生与预防医...
    • 3 篇 基础医学(可授医学...
    • 3 篇 药学(可授医学、理...
  • 2 篇 经济学
    • 2 篇 应用经济学
  • 1 篇 法学
    • 1 篇 社会学

主题

  • 4 篇 graph neural net...
  • 3 篇 machine learning
  • 3 篇 training
  • 2 篇 generative adver...
  • 2 篇 noise measuremen...
  • 2 篇 convolution
  • 2 篇 predictive model...
  • 2 篇 metadata
  • 2 篇 costs
  • 2 篇 stochastic syste...
  • 2 篇 industries
  • 2 篇 crowdsourcing
  • 2 篇 convolutional ne...
  • 1 篇 covid-19
  • 1 篇 dtx
  • 1 篇 vehicle dynamics
  • 1 篇 wearable device
  • 1 篇 data integrity
  • 1 篇 spondyloarthriti...
  • 1 篇 random forest

机构

  • 5 篇 national enginee...
  • 5 篇 institute for ma...
  • 4 篇 center for machi...
  • 4 篇 novosibirsk stat...
  • 4 篇 institute of adv...
  • 4 篇 institute of com...
  • 4 篇 iwr university o...
  • 3 篇 key lab of high ...
  • 3 篇 department of co...
  • 3 篇 competence cente...
  • 3 篇 data and web sci...
  • 2 篇 university of sc...
  • 2 篇 barcelona instit...
  • 2 篇 universidad pomp...
  • 2 篇 stream data anal...
  • 2 篇 department of in...
  • 2 篇 strategic analyt...
  • 2 篇 center for mr re...
  • 2 篇 meshalkin nation...
  • 2 篇 fraunhofer mevis...

作者

  • 5 篇 keuper janis
  • 4 篇 stubbemann maxim...
  • 4 篇 schmidt-thieme l...
  • 4 篇 madhusudhanan ki...
  • 3 篇 pfreundt franz-j...
  • 3 篇 durall ricard
  • 3 篇 keuper margret
  • 2 篇 behrens gunnar
  • 2 篇 arne küderle
  • 2 篇 silvia del din
  • 2 篇 walter maetzler
  • 2 篇 scholtes ingo
  • 2 篇 clemens becker
  • 2 篇 jürgen winkler
  • 2 篇 miguel pato
  • 2 篇 cui bin
  • 2 篇 rupert müller
  • 2 篇 uwe rascher
  • 2 篇 stefan auer
  • 2 篇 lars schwickert

语言

  • 56 篇 英文
  • 3 篇 其他
检索条件"机构=Interdisciplinary Center for Machine Learning and Data Analytics"
59 条 记 录,以下是1-10 订阅
排序:
Channel Dependence, Limited Lookback Windows, and the Simplicity of datasets: How Biased is Time Series Forecasting?
arXiv
收藏 引用
arXiv 2025年
作者: Abdelmalak, Ibram Madhusudhanan, Kiran Choi, Jungmin Stubbemann, Maximilian Schmidt-Thieme, Lars Information Science and Machine Learning Lab VWFS Data Analytics Research Center University of Hildesheim Niedersachsen Hildesheim Germany
Time-series forecasting research has converged to a small set of datasets and a standardized collection of evaluation scenarios. Such a standardization is to a specific extent needed for comparable research. However, ...
来源: 评论
BoTier: Multi-Objective Bayesian Optimization with Tiered Composite Objectives
arXiv
收藏 引用
arXiv 2025年
作者: Haddadnia, Mohammad Grashoff, Leonie Strieth-Kalthoff, Felix Harvard University Department of Biological Chemistry & Molecular Pharmacology BostonMA United States Harvard University Dana-Farber Cancer Institute Department of Cancer Biology BostonMA United States University of Wuppertal School of Mathematics and Natural Sciences Wuppertal Germany University of Wuppertal Interdisciplinary Center for Machine Learning and Data Analytics Wuppertal Germany
Scientific optimization problems are usually concerned with balancing multiple competing objectives, which come as preferences over both the outcomes of an experiment (e.g. maximize the reaction yield) and the corresp... 详细信息
来源: 评论
Generative models for the transfer of knowledge in seismic interpretation with deep learning
收藏 引用
Leading Edge 2021年 第7期40卷 534-542页
作者: Durall, Ricard Tschannen, Valentin Ettrich, Norman Keuper, Janis Fraunhofer Institute for Industrial Mathematics Kaiserslautern Germany Interdisciplinary Center for Scientific Computing University of Heidelberg Heidelberg Germany Fraunhofer Research Center for Machine Learning Germany Institute for Machine Learning and Analytics Offenburg University Offenburg Germany
Interpreting seismic data requires the characterization of a number of key elements such as the position of faults and main reflections, presence of structural bodies, and clustering of areas exhibiting a similar ampl... 详细信息
来源: 评论
Massive data clustering by multi-scale psychological observations
收藏 引用
National Science Review 2022年 第2期9卷 43-51页
作者: Shusen Yang Liwen Zhang Chen Xu Hanqiao Yu Jianqing Fan Zongben Xu National Engineering Laboratory of Big Data Analytics Xi'an Jiaotong University Industrial Artificial Intelligent Center Pazhou Laboratory Department of Mathematics and Statistics University of Ottawa Center for Statistics and Machine Learning Princeton University
Clustering is the discovery of latent group structure in data and is a fundamental problem in artificial intelligence,and a vital procedure in data-driven scientific research over all ***,existing methods have various... 详细信息
来源: 评论
ProbSAINT: Probabilistic Tabular Regression for Used Car Pricing
ProbSAINT: Probabilistic Tabular Regression for Used Car Pri...
收藏 引用
2024 IEEE International Conference on Big data, Bigdata 2024
作者: Madhusudhanan, Kiran Behrens, Gunnar Stubbemann, Maximilian Schmidt-Thieme, Lars University Of Hildesheim Information Systems and Machine Learning Lab Vwfs Data Analytics Research Center Germany Volkswagen Financial Services Ag Data Analytics & Ai Engineering United States
Used car pricing is a critical aspect of the automotive industry, influenced by many economic factors and market dynamics. With the recent surge in online marketplaces and increased demand for used cars, accurate pric... 详细信息
来源: 评论
Finding the transcription factor binding locations using novel algorithm segmentation to filtration (S2F)
收藏 引用
Journal of Ambient Intelligence and Humanized Computing 2024年 第9期15卷 3347-3358页
作者: Theepalakshmi, P. Srinivasulu Reddy, U. Department of Computer Science and Engineering Gandhi Institute of Technology and Management Karnataka Bengaluru India Machine Learning and Data Analytics Lab Center of Excellence in Artificial Intelligence Department of Computer Applications National Institute of Technology Tamilnadu Tiruchirappalli India
The primary aim of identifying the binding motifs in gene regulation is to understand the transcriptional regulation molecular mechanism systematically. In this study, the (, d) motif search issue was considered ... 详细信息
来源: 评论
A Two-Stage Minimum Cost Multicut Approach to Self-supervised Multiple Person Tracking  15th
A Two-Stage Minimum Cost Multicut Approach to Self-supervise...
收藏 引用
15th Asian Conference on Computer Vision, ACCV 2020
作者: Ho, Kalun Kardoost, Amirhossein Pfreundt, Franz-Josef Keuper, Janis Keuper, Margret Fraunhofer Center Machine Learning Sankt Augustin Germany CC-HPC Fraunhofer ITWM Kaiserslautern Germany Data and Web Science Group University of Mannheim Mannheim Germany Institute for Machine Learning and Analytics Offenburg University Offenburg Germany
Multiple Object Tracking (MOT) is a long-standing task in computer vision. Current approaches based on the tracking by detection paradigm either require some sort of domain knowledge or supervision to associate data c... 详细信息
来源: 评论
The Map Equation Goes Neural: Mapping Network Flows with Graph Neural Networks  38
The Map Equation Goes Neural: Mapping Network Flows with Gra...
收藏 引用
38th Conference on Neural Information Processing Systems, NeurIPS 2024
作者: Blöcker, Christopher Tan, Chester Scholtes, Ingo Data Analytics Group Department of Informatics University of Zurich Switzerland Machine Learning for Complex Networks Center for Artificial Intelligence and Data Science Julius-Maximilians-Universität Würzburg Germany
Community detection is an essential tool for unsupervised data exploration and revealing the organisational structure of networked systems. With a long history in network science, community detection typically relies ...
来源: 评论
System Architecture for Reading and Interpreting Physical Printouts of Medical Forms  22
System Architecture for Reading and Interpreting Physical Pr...
收藏 引用
22nd IEEE International Conference of Young Professionals in Electron Devices and Materials, EDM 2021
作者: Snegireva, Ekaterina Khazankin, Grigory R. Mikheenko, Igor Stream Data Analytics and Machine Learning Laboratory Novosibirsk State University Novosibirsk Russia Novosibirsk State University Novosibirsk Russia Meshalkin National Medical Research Center Novosibirsk Russia
This article describes the developed architecture of the system module for processing and interpreting analog medical data. Patients often undergo examinations in various medical institutions, and since their results ... 详细信息
来源: 评论
Perception datasets for Anomaly Detection in Autonomous Driving: A Survey
arXiv
收藏 引用
arXiv 2023年
作者: Bogdoll, Daniel Uhlemeyer, Svenja Kowol, Kamil Zöllner, J. Marius FZI Research Center for Information Technology Germany Karlsruhe Institute of Technology Germany University of Wuppertal Germany Interdisciplinary Center for Machine Learning and Data Analytics Germany
Deep neural networks (DNN) which are employed in perception systems for autonomous driving require a huge amount of data to train on, as they must reliably achieve high performance in all kinds of situations. However,... 详细信息
来源: 评论