Springer Science and Business Media LLC

Công bố khoa học tiêu biểu

* Dữ liệu chỉ mang tính chất tham khảo

Sắp xếp:  
On multivariate network analysis of statistical data sets with different measures of association
Springer Science and Business Media LLC - Tập 76 - Trang 83-92 - 2015
Valery A. Kalyagin, Alexander P. Koldanov, Panos M. Pardalos
The main goal of the present paper is the development of a general framework of multivariate network analysis of statistical data sets. A general method of multivariate network construction, on the basis of measures of association, is proposed. In this paper we consider Pearson correlation network, sign similarity network, Fechner correlation network, Kruskal correlation network, Kendall correlati...... hiện toàn bộ
Analyzing cognitive processes from complex neuro-physiologically based data: some lessons
Springer Science and Business Media LLC - Tập 88 - Trang 1125-1153 - 2019
Alex Frid, Larry M. Manevitz
In the past few years, due to their ability to extract multivariate correlations, machine learning tools have become more and more important for discovery of information in very complex data sets. This has had specific application to various data sets related to human brain tasks. However, this is far from a simple and direct methodology. Some of the issues involve dealing with the extreme signal ...... hiện toàn bộ
On biased random walks, corrupted intervals, and learning under adversarial design
Springer Science and Business Media LLC - Tập 88 - Trang 887-905 - 2020
Daniel Berend, Aryeh Kontorovich, Lev Reyzin, Thomas Robinson
We tackle some fundamental problems in probability theory on corrupted random processes on the integer line. We analyze when a biased random walk is expected to reach its bottommost point and when intervals of integer points can be detected under a natural model of noise. We apply these results to problems in learning thresholds and intervals under a new model for learning under adversarial design...... hiện toàn bộ
Agents and Digital Twins for the engineering of Cyber-Physical Systems: opportunities, and challenges
Springer Science and Business Media LLC - - Trang 1-22 - 2023
Stefano Mariani, Marco Picone, Alessandro Ricci
Digital Twins (DTs) are emerging as a fundamental brick of engineering Cyber-Physical Systems (CPSs), but their notion is still mostly bound to specific business domains (e.g. manufacturing), goals (e.g. product design), or applications (e.g. the Internet of Things). As such, their value as general purpose engineering abstractions is yet to be fully revealed. In this paper, we relate DTs with agen...... hiện toàn bộ
Approximately classic judgement aggregation
Springer Science and Business Media LLC - Tập 68 - Trang 91-134 - 2013
Ilan Nehama
This paper analyzes judgement aggregation problems in which a group of agents independently votes on a set of complex propositions subject to an interdependency constraint. It considers the issue of judgement aggregation from the perspective of approximation; that is, it generalizes the classic framework of judgement aggregation by relaxing the two main constraints assumed in the literature, Consi...... hiện toàn bộ
Robust visual tracking using information theoretical learning
Springer Science and Business Media LLC - Tập 80 - Trang 113-129 - 2017
Weifu Ding, Jiangshe Zhang
This paper presents a novel online object tracking algorithm with sparse representation for learning effective appearance models under a particle filtering framework. Compared with the state-of-the-art ℓ 1 sparse tracker, which simply assumes that the image pixels are corrupted by independent Gaussian noise, our proposed method is based on information theoretical Learning a...... hiện toàn bộ
Structured argumentation dynamics
Springer Science and Business Media LLC - Tập 90 - Trang 297-337 - 2021
Stipe Pandžić
This paper develops a logical theory that unifies all three standard types of argumentative attack in AI, namely rebutting, undercutting and undermining attacks. We build on default justification logic that already represents undercutting and rebutting attacks, and we add undermining attacks. Intuitively, undermining does not target default inference, as undercutting, or default conclusion, as reb...... hiện toàn bộ
Semantic string operation for specializing AHC algorithm for text clustering
Springer Science and Business Media LLC - - 2020
Taeho Jo
Errata: “The relationship between knowledge, belief, and certainty”
Springer Science and Business Media LLC - Tập 26 - Trang 253-256 - 1999
Joseph Y. Halpern
Phân tích tổ hợp sâu về các tập chấp nhận được cho lập luận trừu tượng Dịch bởi AI
Springer Science and Business Media LLC - Tập 90 Số 11-12 - Trang 1139-1158 - 2022
Cosmina Croitoru, Madalina Croitoru
Tóm tắtBài báo này điều tra, từ góc độ lý thuyết đồ thị, khái niệm tính chấp nhận trong ngữ nghĩa Dung cho các khuôn khổ lập luận trừu tượng. Chúng tôi nâng cao trạng thái hiện tại của lĩnh vực bằng cách giới thiệu và phân tích các cấu trúc tổ hợp được khai thác nhằm kiềm chế, trong những trường hợp cụ thể, sự gia tăng theo cấp số nhân của các thuật toán chấp nhận....... hiện toàn bộ
Tổng số: 1,090   
  • 1
  • 2
  • 3
  • 4
  • 5
  • 6
  • 10