John Lavery

Works (4)

Updated: July 5th, 2023 15:46

2019 journal article

A sub-one quasi-norm-based similarity measure for collaborative filtering in recommender systems

Information Sciences, 487, 142–155.

By: S. Jiang n, S. Fang n , Q. An n & J. Lavery n

author keywords: Recommender system; Collaborative filtering; Neighborhood-based CF; Similarity measure; l(p)quasi-norm
topics (OpenAlex): Recommender Systems and Techniques; Image and Video Quality Assessment; Customer churn and segmentation
TL;DR: A sub-one quasi-norm-based similarity measure for collaborative filtering in a recommender system shows its advantages over those commonly used similarity measures in the literature by making better use of rating values and deemphasizing the dissimilarity between users. (via Semantic Scholar)
Sources: Web Of Science, NC State University Libraries, Crossref
Added: April 29, 2019

2016 journal article

On linear conic relaxation of discrete quadratic programs

Optimization Methods and Software, 31(4), 737–754.

By: T. Nie n, S. Fang n , Z. Deng * & J. Lavery n

author keywords: discrete quadratic program; linear conic relaxation; RLT method
topics (OpenAlex): Advanced Optimization Algorithms Research; Advanced Control Systems Optimization; Optimization and Variational Analysis
TL;DR: A special reformulation-linearization technique based linear conic relaxation is proposed for discrete quadratic programming (DQP) and it is shown that the proposed relaxation is tighter than the traditional positive semidefinite programming relaxation. (via Semantic Scholar)
Sources: Web Of Science, NC State University Libraries, Crossref
Added: August 6, 2018

2013 conference paper

Comparison of an ℓ1-regression-based and a RANSAC-based planar segmentation procedure for urban terrain data with many outliers

In L. Bruzzone (Ed.), Image and Signal Processing for Remote Sensing XIX (p. 889209).

By: J. Luo  n, Z. Deng n, D. Bulatov *, J. Lavery n & S. Fang n 

Ed(s): L. Bruzzone

author keywords: DBSCAN; fuzzy c-means; l(1) regression; outlier-rich; planar; RANSAC; segmentation; urban terrain
topics (OpenAlex): Remote Sensing and LiDAR Applications; Land Use and Ecosystem Services; Remote Sensing in Agriculture
TL;DR: The complete building reconstruction procedure into which the ℓ1-regression-based and RANSAC-based segmentation procedures will be integrated in the future is outlined. (via Semantic Scholar)
UN Sustainable Development Goals Color Wheel
UN Sustainable Development Goal Categories
11. Sustainable Cities and Communities (Web of Science; OpenAlex)
Sources: Web Of Science, NC State University Libraries, Crossref
Added: August 6, 2018

2012 journal article

Univariate cubic L-1 interpolating splines based on the first derivative and on 5-point windows: analysis, algorithm and shape-preserving properties

COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 51(2), 575–600.

By: Q. Jin*, L. Yu  n, J. Lavery n & S. Fang n 

author keywords: Cubic L-1 spline; First-derivative-based; Interpolation; Locally calculated; Shape preservation
topics (OpenAlex): Advanced Numerical Analysis Techniques; Advanced Measurement and Metrology Techniques; Advanced machining processes and optimization
TL;DR: It is shown that cubic L1 splines based on the first derivative and on 5-point windows preserve linearity of the original data and avoid extraneous oscillation. (via Semantic Scholar)
Sources: Web Of Science, NC State University Libraries
Added: August 6, 2018

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