Energy Load Forecasting using Deep Learning Approach-LSTM and GRU in Spark Cluster

Sumit Kumar, Lasani Hussain, Sekhar Banarjee, +1

EngineeringMachine LearningSpark ClusterRecurrent Neural NetworkData Science +16

A comprehensive survey of image segmentation: clustering methods, performance parameters, and benchmark datasets

Himanshu Mittal, Avinash Chandra Pandey, Mukesh Saraswat, +3

Multimedia Tools and Applications

Clustering MethodsMachine VisionImage AnalysisData ScienceComprehensive Survey +10

Longevity Hedging 101

Guy Coughlan, Marwa Khalaf-Allah, Yijing Ye, +4

North American Actuarial Journal

EngineeringAgingRisk MetricRisk AnalysisBasis Risk +19

Applying genetic algorithm to increase the efficiency of a data flow-based test data generation approach

Manish Mahajan, Sumit Kumar, Rabins Porwal

ACM SIGSOFT Software Engineering Notes

EngineeringTest CoverageTest Data GenerationSoftware EngineeringSoftware Analysis +15

A new complete color normalization method for H&E stained histopatholgical images

Surbhi Vijh, Mukesh Saraswat, Sumit Kumar

Applied Intelligence

Image AnalysisEngineeringMedical ImagingColor ReproductionHistopatholgical Images +8

Automatic multilevel image thresholding segmentation using hybrid bio-inspired algorithm and artificial neural network for histopathology images

Surbhi Vijh, Mukesh Saraswat, Sumit Kumar

Multimedia Tools and Applications

Image AnalysisEngineeringMedical ImagingDigital PathologyHistopathology +10

MLP-LOA: a metaheuristic approach to design an optimal multilayer perceptron

Priti Bansal, Shakshi Gupta, Sumit Kumar, +2

Soft Computing

Artificial IntelligenceModel OptimizationLarge-scale Global OptimizationEngineeringMachine Learning +5

An intelligent energy efficient optimized approach to control the traffic flow in Software-Defined IoT networks

Surendra Kumar Keshari, Vineet Kansal, Sumit Kumar, +1

Sustainable Energy Technologies and Assessments

Network FlowsEngineeringTraffic FlowSoftware-defined NetworkingNetwork Traffic Control +8

Improving the classification accuracy of melanoma detection by performing feature selection using binary Harris hawks optimization algorithm

Priti Bansal, Abhishek Vanjani, Astha Mehta, +2

Soft Computing

EngineeringMachine LearningBiometricsPathologyFeature Selection +14

A new meta-heuristic algorithm based on chemical reactions for partitional clustering problems

Hakam Singh, Yugal Kumar, Sumit Kumar

Evolutionary Intelligence

Cluster ScienceCluster ComputingEngineeringData MiningSimulated Annealing +10