Increasing Crop Diversity Mitigates Weather Variations and Improves Yield Stability

Amélie C. M. Gaudin, Tor N. Tolhurst, Alan P. Ker, +4

PLoS ONE

EngineeringCropping SystemAgricultural EconomicsSequence DiversificationYield Prediction +15

A Mixture of Coalesced Generalized Hyperbolic Distributions

Cristina Tortora, Brian C. Franczak, Ryan P. Browne, +1

Journal of Classification

Mixture DistributionEngineeringEntropyHyperbolic EquationMathematical Statistic +1

Unsupervised learning via mixtures of skewed distributions with hypercube contours

Brian C. Franczak, Cristina Tortora, Ryan P. Browne, +1

Pattern Recognition Letters

Mixture DistributionImage AnalysisMachine VisionMachine LearningData Science +8

Categorizing three active cyclist typologies by exploring patterns on a multitude of GPS crowdsourced data attributes.

Cristian Poliziani, Federico Rupi, Felix Mbuga, +2

Research in Transportation Business & Management

Crowd ComputingEngineeringData ScienceData MiningParticipatory Sensing +10

Assembly rules vary seasonally in stable phytoplankton associations of the Gulf of Naples (Mediterranean Sea)

Adriana Zingone, Cristina Tortora, Domenico D’Alelio, +2

Marine Ecology

Recurrent Species AssociationsEngineeringCoastal WaterOceanographyAssembly Rules +14

Model-Based Clustering, Classification, and Discriminant Analysis Using the Generalized Hyperbolic Distribution: <b>MixGHD</b> <i>R</i> package

Cristina Tortora, Ryan P. Browne, Aisha ElSherbiny, +2

Journal of Statistical Software

EngineeringGeneralized Hyperbolic DistributionHyperbolic DistributionUnsupervised Machine LearningClassification Method +14

Factor probabilistic distance clustering (FPDC): a new clustering method

Cristina Tortora, Mireille Gettler Summa, Marina Marino, +1

Advances in Data Analysis and Classification

Cluster ComputingNew Clustering MethodDocument ClusteringEngineeringData Science +5

Model-based clustering and outlier detection with missing data

Hung Tong, Cristina Tortora

Advances in Data Analysis and Classification

Anomaly DetectionEngineeringData ScienceData MiningOutlier Detection +5

Clustering mixed-type data using a probabilistic distance algorithm

Cristina Tortora, Francesco Palumbo

Applied Soft Computing

Cluster ComputingEngineeringSymbolic Data AnalysisCluster AnalysisCombinatorial Data Analysis +15

Spectral Clustering of Mixed-Type Data

Felix Mbuga, Cristina Tortora

Stats

Spectral TheoryCluster ComputingEngineeringMachine LearningSimilarity Measure +15