On the public citation graph
Unsupervised and supervised data classification via nonsmooth and global optimization
0 signed · 146 inferred · view as graph
Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.
Is this your work? Sign in with ORCID and put your name on the
claims that are yours.
Reference health. See whether every reference in this work resolves to a
known work and none has been retracted — and get a dated CiteStamped
badge you can embed.
What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1002/0471667196.ess1317openalex-snapshot
Journal of The American Statistical Association
inferredcites →https://doi.org/10.1002/0471725293openalex-snapshot
Discriminant Analysis and Statistical Pattern Recognition
inferredcites →https://doi.org/10.1007/13226.0975-7465openalex-snapshot
Indian Journal of Pure and Applied Mathematics
inferredcites →https://doi.org/10.1007/978-1-4613-0279-7_13openalex-snapshot
Modified Versions of the Cutting Angle Method
inferredcites →https://doi.org/10.1007/978-1-4613-0457-9openalex-snapshot
Mathematical Classification and Clustering
inferredcites →https://doi.org/10.1007/978-1-4613-3285-5_8openalex-snapshot
Minimization Methods for One Class of Nonsmooth Functions and Calculation of Semi-Equilibrium Prices
inferredcites →https://doi.org/10.1007/978-1-4615-1733-7_20openalex-snapshot
Efficient Clustering of Very Large Document Collections
inferredcites →https://doi.org/10.1007/978-1-4757-3137-8_2openalex-snapshot
Numerical Methods for Minimizing Quasidifferentiable Functions: A Survey and Comparison
inferredcites →https://doi.org/10.1007/978-1-4757-3200-9openalex-snapshot
Abstract Convexity and Global Optimization
inferredcites →https://doi.org/10.1007/978-3-642-72253-0_37openalex-snapshot
Clustering and Neural Networks
inferredcites →https://doi.org/10.1007/978-3-642-88163-3openalex-snapshot
Self-Organization and Associative Memory
inferredcites →https://doi.org/10.1007/978-3-662-02796-7openalex-snapshot
Convex analysis and minimization algorithms
inferredcites →https://doi.org/10.1007/bf02124738openalex-snapshot
Hybrid misclassification minimization
inferredcites →https://doi.org/10.1007/bf02614317openalex-snapshot
Cluster analysis and mathematical programming
inferredcites →https://doi.org/10.1007/bfb0026683openalex-snapshot
Text categorization with Support Vector Machines: Learning with many relevant features
inferredcites →https://doi.org/10.1007/bfb0074500openalex-snapshot
Methods of Descent for Nondifferentiable Optimization
inferredcites →https://doi.org/10.1016/0031-3203(76)90045-5openalex-snapshot
Clustering techniques: The user's dilemma
inferredcites →https://doi.org/10.1016/0031-3203(91)90097-oopenalex-snapshot
A simulated annealing algorithm for the clustering problem
inferredcites →https://doi.org/10.1016/0031-3203(92)90088-zopenalex-snapshot
A practical application of simulated annealing to clustering
inferredcites →https://doi.org/10.1016/0031-3203(95)00022-ropenalex-snapshot
A Tabu search approach to the clustering problem
inferredcites →https://doi.org/10.1016/0097-8485(94)85003-8openalex-snapshot
Cluster analysis by simulated annealing
inferredcites →https://doi.org/10.1016/0166-218x(90)90039-fopenalex-snapshot
Simulated annealing and boltzmann machines: A stochastic approach to combinatorial optimization and neural computing
inferredcites →https://doi.org/10.1016/0167-8655(93)90058-lopenalex-snapshot
A near-optimal initial seed value selection in K-means means algorithm using a genetic algorithm
inferredcites →https://doi.org/10.1016/0167-8655(95)00122-0openalex-snapshot
Computational experience on four algorithms for the hard clustering problem
inferredcites →https://doi.org/10.1016/0377-2217(85)90012-8openalex-snapshot
A comparison of two dual-based procedures for solving the p-median problem
inferredcites →https://doi.org/10.1016/0893-6080(90)90085-yopenalex-snapshot
ART 3: Hierarchical search using chemical transmitters in self-organizing pattern recognition architectures
inferredcites →https://doi.org/10.1016/c2009-0-27872-xopenalex-snapshot
Introduction to Statistical Pattern Recognition
inferredcites →https://doi.org/10.1016/c2013-0-06161-0openalex-snapshot
Cluster Analysis for Applications
inferredcites →https://doi.org/10.1016/s0893-9659(98)00179-7openalex-snapshot
Cutting angle methods in global optimization
inferredcites →https://doi.org/10.1016/s0950-7051(02)00053-9openalex-snapshot
R5 model for case-based reasoning
inferredcites →https://doi.org/10.1023/a:1009735908398openalex-snapshot
Mathematical Programming in Data Mining
inferredcites →https://doi.org/10.1023/a:1012454411458openalex-snapshot
Training Invariant Support Vector Machines
inferredcites →https://doi.org/10.1023/a:1019204407420openalex-snapshot
Global Minimization of Increasing Positively Homogeneous Functions over the Unit Simplex
inferredcites →https://doi.org/10.1023/a:1020256900863openalex-snapshot
Fast Algorithm for the Cutting Angle Method of Global Optimization
inferredcites →https://doi.org/10.1023/a:1020911318981openalex-snapshot
A Global Optimization Approach to Classification
inferredcites →https://doi.org/10.1023/a:1024858200805openalex-snapshot
Cutting angle method and a local search
inferredcites →https://doi.org/10.1038/sj.jors.2600836openalex-snapshot
Mathematical Classification and Clustering
inferredcites →https://doi.org/10.1073/pnas.97.1.262openalex-snapshot
Knowledge-based analysis of microarray gene expression data by using support vector machines
inferredcites →https://doi.org/10.1080/00401706.1995.10484383openalex-snapshot
Machine Learning, Neural and Statistical Classification
inferredcites →https://doi.org/10.1080/01621459.1963.10500845openalex-snapshot
Hierarchical Grouping to Optimize an Objective Function
inferredcites →https://doi.org/10.1080/01621459.1967.10482890openalex-snapshot
Step-Wise Clustering Procedures
inferredcites →https://doi.org/10.1080/10556780008805771openalex-snapshot
Massive data discrimination via linear support vector machines
inferredcites →https://doi.org/10.1080/10556789208805504openalex-snapshot
Robust linear programming discrimination of two linearly inseparable sets
inferredcites →https://doi.org/10.1093/comjnl/26.4.354openalex-snapshot
A Survey of Recent Advances in Hierarchical Clustering Algorithms
inferredcites →https://doi.org/10.1109/2.485891openalex-snapshot
Artificial neural networks: a tutorial
inferredcites →https://doi.org/10.1109/2.485892openalex-snapshot
Global optimization for neural network training
inferredcites →https://doi.org/10.1109/72.265956openalex-snapshot
An introduction to simulated evolutionary optimization
inferredcites →https://doi.org/10.1109/proc.1968.6414openalex-snapshot
State of the art in pattern recognition
inferredcites →https://doi.org/10.1109/t-c.1975.224336openalex-snapshot
A Branch and Bound Clustering Algorithm
inferredcites →https://doi.org/10.1109/tpami.1981.4767125openalex-snapshot
A Comparison of the Stability Characteristics of Some Graph Theoretic Clustering Methods
inferredcites →https://doi.org/10.1109/tpami.1984.4767478openalex-snapshot
K-Means-Type Algorithms: A Generalized Convergence Theorem and Characterization of Local Optimality
inferredcites →https://doi.org/10.1109/tsmc.1978.4309979openalex-snapshot
A Sentence-to-Sentence Clustering Procedure for Pattern Analysis
inferredcites →https://doi.org/10.1109/tsmc.1986.289288openalex-snapshot
Optimization of Control Parameters for Genetic Algorithms
inferredcites →https://doi.org/10.1137/0315061openalex-snapshot
Semismooth and Semiconvex Functions in Constrained Optimization
inferredcites →https://doi.org/10.1137/0906020openalex-snapshot
Evaluation of a Branch and Bound Algorithm for Clustering
inferredcites →https://doi.org/10.1137/1.9781611971309openalex-snapshot
Optimization and Nonsmooth Analysis
inferredcites →https://doi.org/10.1287/ijoc.11.3.217openalex-snapshot
Mathematical Programming for Data Mining: Formulations and Challenges
inferredcites →https://doi.org/10.1287/opre.17.6.1034openalex-snapshot
A Dynamic Programming Algorithm for Cluster Analysis
inferredcites →https://doi.org/10.4018/978-1-930708-26-6.ch002openalex-snapshot
A Heuristic Algorithm for Feature Selection Based on Optimization Techniques
inferredcites →https://doi.org/10.5860/choice.27-0936openalex-snapshot
Genetic algorithms in search, optimization, and machine learning
inferredcites →https://doi.org/10.7551/mitpress/1090.001.0001openalex-snapshot
Adaptation in Natural and Artificial Systems
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.1007/0-387-26771-9_15openalex-snapshot
Minimization of the Sum of Minima of Convex Functions and Its Application to Clustering
inferred← citeshttps://doi.org/10.1007/0-387-26771-9_6openalex-snapshot
Supervised Data Classification via Max-min Separability
inferred← citeshttps://doi.org/10.1007/0-387-26771-9_7openalex-snapshot
A Review of Applications of the Cutting Angle Methods
inferred← citeshttps://doi.org/10.1007/11533719_67openalex-snapshot
On Approximate Balanced Bi-clustering
inferred← citeshttps://doi.org/10.1007/978-0-387-74759-0_117openalex-snapshot
Derivative-Free Methods for Non-smooth Optimization
inferred← citeshttps://doi.org/10.1007/978-0-387-74759-0_87openalex-snapshot
Continuous Approximations to Subdifferentials
inferred← citeshttps://doi.org/10.1007/978-3-030-37826-4_4openalex-snapshot
Optimization Models in Cluster Analysis
inferred← citeshttps://doi.org/10.1007/978-3-030-54621-2_87-1openalex-snapshot
Continuous Approximations to Subdifferentials
inferred← citeshttps://doi.org/10.1007/978-3-031-76512-4_4openalex-snapshot
Optimization Models in Cluster Analysis
inferred← citeshttps://doi.org/10.1007/978-3-319-09259-1_4openalex-snapshot
Nonsmooth Optimization Based Algorithms in Cluster Analysis
inferred← citeshttps://doi.org/10.1007/978-981-15-8210-3_4openalex-snapshot
Applications of Machine Learning in Medical Research
inferred← citeshttps://doi.org/10.1007/s00186-007-0186-5openalex-snapshot
An approximate subgradient algorithm for unconstrained nonsmooth, nonconvex optimization
inferred← citeshttps://doi.org/10.1007/s00233-008-9098-9openalex-snapshot
A formula for multiple classifiers in data mining based on Brandt semigroups
inferred← citeshttps://doi.org/10.1007/s00233-010-9242-1openalex-snapshot
Internet security applications of the Munn rings
inferred← citeshttps://doi.org/10.1007/s10589-014-9711-7openalex-snapshot
An incremental clustering algorithm based on hyperbolic smoothing
inferred← citeshttps://doi.org/10.1007/s10898-004-2700-0openalex-snapshot
Local Optimization Method with Global Multidimensional Search
inferred← citeshttps://doi.org/10.1007/s10898-005-3834-4openalex-snapshot
Piecewise Partially Separable Functions and a Derivative-free Algorithm for Large Scale Nonsmooth Optimization
inferred← citeshttps://doi.org/10.1007/s10898-005-3836-2openalex-snapshot
The Method of Virtual Experts in Mathematical Diagnostics
inferred← citeshttps://doi.org/10.1007/s10898-014-0171-5openalex-snapshot
A heuristic algorithm for solving the minimum sum-of-squares clustering problems
inferred← citeshttps://doi.org/10.1007/s10898-018-0701-7openalex-snapshot
Global optimization issues in deep network regression: an overview
inferred← citeshttps://doi.org/10.1007/s10957-007-9335-5openalex-snapshot
Discrete Gradient Method: Derivative-Free Method for Nonsmooth Optimization
inferred← citeshttps://doi.org/10.1007/s10957-015-0766-0openalex-snapshot
Approximate Functions in a Problem of Sets Separation
inferred← citeshttps://doi.org/10.1007/s11063-017-9593-7openalex-snapshot
Optimization Based Clustering Algorithms for Authorship Analysis of Phishing Emails
inferred← citeshttps://doi.org/10.1007/s11750-009-0130-3openalex-snapshot
Comments on: Optimization and data mining in medicine
inferred← citeshttps://doi.org/10.1007/s11750-024-00684-wopenalex-snapshot
A bisection method for solving distance-based clustering problems globally
inferred← citeshttps://doi.org/10.1007/s12145-025-01781-5openalex-snapshot
Remote sensing-based monitoring of land use and cover dynamics in surface lignite mining regions: a supervised classification approach
inferred← citeshttps://doi.org/10.1016/b978-0-12-812970-8.00011-7openalex-snapshot
Data-Driven Traffic Simulation Models
inferred← citeshttps://doi.org/10.1016/b978-0-443-26789-5.00024-9openalex-snapshot
Data-driven traffic prediction and simulation models: mobility patterns using machine learning techniques
inferred← citeshttps://doi.org/10.1016/j.cam.2013.08.010openalex-snapshot
Aggregate codifferential method for nonsmooth DC optimization
inferred← citeshttps://doi.org/10.1016/j.cor.2012.05.015openalex-snapshot
Supervised classification and mathematical optimization
inferred← citeshttps://doi.org/10.1016/j.cpet.2021.07.001openalex-snapshot
A Brief History of AI: How to Prevent Another Winter (A Critical Review)
inferred← citeshttps://doi.org/10.1016/j.dam.2007.05.060openalex-snapshot
Multi-group support vector machines with measurement costs: A biobjective approach
inferred← citeshttps://doi.org/10.1016/j.disc.2008.11.030openalex-snapshot
Cayley graphs as classifiers for data mining: The influence of asymmetries
inferred← citeshttps://doi.org/10.1016/j.ejor.2005.04.047openalex-snapshot
Classes and clusters in data analysis
inferred← citeshttps://doi.org/10.1016/j.ejor.2005.06.057openalex-snapshot
Model combination in neural-based forecasting
inferred← citeshttps://doi.org/10.1016/j.ejor.2013.02.059openalex-snapshot
Nonsmooth nonconvex optimization approach to clusterwise linear regression problems
inferred← citeshttps://doi.org/10.1016/j.ejor.2017.06.010openalex-snapshot
New diagonal bundle method for clustering problems in large data sets
inferred← citeshttps://doi.org/10.1016/j.ijforecast.2015.10.003openalex-snapshot
The relationship between model complexity and forecasting performance for computer intelligence optimization in finance
inferred← citeshttps://doi.org/10.1016/j.patcog.2008.04.004openalex-snapshot
Modified global -means algorithm for minimum sum-of-squares clustering problems
inferred← citeshttps://doi.org/10.1016/j.patcog.2010.10.018openalex-snapshot
Fast modified global k-means algorithm for incremental cluster construction
inferred← citeshttps://doi.org/10.1016/j.patcog.2015.11.011openalex-snapshot
Nonsmooth DC programming approach to the minimum sum-of-squares clustering problems
inferred← citeshttps://doi.org/10.1016/j.patcog.2018.05.028openalex-snapshot
Clustering in large data sets with the limited memory bundle method
inferred← citeshttps://doi.org/10.1017/s1446181100003515openalex-snapshot
Facility location via continuous optimization with discontinuous objective functions
inferred← citeshttps://doi.org/10.1080/02331930500096155openalex-snapshot
An algorithm for minimizing clustering functions
inferred← citeshttps://doi.org/10.1080/02331934.2013.840625openalex-snapshot
A splitting bundle approach for non-smooth non-convex minimization
inferred← citeshttps://doi.org/10.1080/02331934.2020.1778685openalex-snapshot
Qualitative properties of the minimum sum-of-squares clustering problem
inferred← citeshttps://doi.org/10.1080/10556780600723252openalex-snapshot
Separation via polyhedral conic functions
inferred← citeshttps://doi.org/10.1080/10556780802264071openalex-snapshot
Non-smoothness in classification problems
inferred← citeshttps://doi.org/10.1080/10556780903151565openalex-snapshot
A quasisecant method for minimizing nonsmooth functions
inferred← citeshttps://doi.org/10.1109/access.2022.3187412openalex-snapshot
An Integrated Novel Framework for Coping Missing Values Imputation and Classification
inferred← citeshttps://doi.org/10.1109/iciscet56785.2022.00047openalex-snapshot
Cluster Analysis of Students' Consumption Behavior Based on K-means++ Algorithm
inferred← citeshttps://doi.org/10.1109/iiceta51758.2021.9717930openalex-snapshot
Power Optimization of KNN Algorithm Based on FPGA
inferred← citeshttps://doi.org/10.1109/isda.2006.94openalex-snapshot
An Immune-Inspired Evolutionary Fuzzy Clustering Algorithm Based on Constrained Optimization
inferred← citeshttps://doi.org/10.1109/isms.2018.00016openalex-snapshot
Improving Multiclass Classification in Intrusion Detection Using Clustered Linear Separator Analytics
inferred← citeshttps://doi.org/10.1109/nitc.2018.8550078openalex-snapshot
Donate.lk: A Smart Donation Handling System
inferred← citeshttps://doi.org/10.1109/tit.2008.2009835openalex-snapshot
Estimation of a Regression Function by Maxima of Minima of Linear Functions
inferred← citeshttps://doi.org/10.1111/coin.12062openalex-snapshot
An Algorithm for Clustering Using L1‐Norm Based on Hyperbolic Smoothing Technique
inferred← citeshttps://doi.org/10.1145/2701126.2701140openalex-snapshot
RFID-enabled supply chain detection using clustering algorithms
inferred← citeshttps://doi.org/10.1155/2014/314728openalex-snapshot
Self-Adaptive MOEA Feature Selection for Classification of Bankruptcy Prediction Data
inferred← citeshttps://doi.org/10.1155/2016/4083089openalex-snapshot
Poisson Mixture Regression Models for Heart Disease Prediction
inferred← citeshttps://doi.org/10.11606/d.45.2012.tde-11092012-134255openalex-snapshot
Algoritmos Evolutivos aplicados ao Classificador baseado em Segmentos de Reta
inferred← citeshttps://doi.org/10.1371/journal.pone.0173516openalex-snapshot
An improved chaotic fruit fly optimization based on a mutation strategy for simultaneous feature selection and parameter optimization for SVM and its applications
inferred← citeshttps://doi.org/10.15388/informatica.2009.244openalex-snapshot
Stochastic Optimization Algorithms for Support Vector Machines Classification
inferred← citeshttps://doi.org/10.19139/145openalex-snapshot
Two-Step Semidefinite Programming approach to clustering and dimensionality reduction
inferred← citeshttps://doi.org/10.19139/soic.v3i3.145openalex-snapshot
Two-Step Semidefinite Programming approach to clustering and dimensionality reduction
inferred← citeshttps://doi.org/10.25916/sut.26274640openalex-snapshot
Minimisation of the cluster function: numerical experiments using MPI techniques
inferred← citeshttps://doi.org/10.29252/iors.8.2.2openalex-snapshot
A DC Optimization Algorithm for Clustering Problems with $𝑳_𝟏$-norm
inferred← citeshttps://doi.org/10.31559/glm2016.4.2.2openalex-snapshot
Regularized Minimization of Convex Functions in Radon Nikodym Space
inferred← citeshttps://doi.org/10.3390/e23111541openalex-snapshot
An Approach to Growth Delimitation of Straight Line Segment Classifiers Based on a Minimum Bounding Box
inferred← citeshttps://doi.org/10.3390/ecrs2023-16702openalex-snapshot
Comparison of Supervised Classification Algorithms Using a Hyperspectral Image for Land Use/Land Cover Classification
inferred← citeshttps://doi.org/10.3390/s130607838openalex-snapshot
Combination of RGB and Multispectral Imagery for Discrimination of Cabernet Sauvignon Grapevine Elements
inferred← citeshttps://doi.org/10.3934/jimo.2006.2.319openalex-snapshot
A derivative-free method for linearly constrained nonsmooth optimization
inferred← citeshttps://doi.org/10.4018/978-1-4666-3890-7.ch019openalex-snapshot
Rough Set Based Clustering Using Active Learning Approach
inferred← citeshttps://doi.org/10.4018/jalr.2011100102openalex-snapshot
Rough Set Based Clustering Using Active Learning Approach
inferred← citeshttps://doi.org/10.47749/t/unicamp.2020.1141225openalex-snapshot
Toward deep neural networks with generalized morphological components
inferred← citeshttps://doi.org/10.48550/arxiv.1901.10151openalex-snapshot
On Some Incremental Algorithms for the Minimum Sum-of-Squares Clustering Problem. Part 1: Ordin and Bagirov's Incremental Algorithm
inferred← citeshttps://doi.org/10.5194/isprs-archives-xlii-5-693-2018openalex-snapshot
COMPARISON OF SUPERVISED CLASSIFICATION TECHNIQUES WITH ALOS PALSAR SENSOR FOR ROORKEE REGION OF UTTARAKHAND, INDIA
inferred← citeshttps://doi.org/10.5281/zenodo.1329715openalex-snapshot
Using Pattern Search Methods For Minimizing Clustering Problems
inferred← citeshttps://doi.org/10.5505/pajes.2017.44341openalex-snapshot
A Collective Learning Approach for Semi-Supervised Data Classification
Editorial review for independent work. ICSAC — the Institute for Complexity
Science and Advanced Computing — runs a structured editorial panel for researchers
publishing outside journals, and publishes on CiteStamp rails. Submission is free
and goes through ORCID: icsacinstitute.org/submit.