Effective interpretable learning for large-scale categorical data
Sign Up to like & getrecommendations! Published in 2024 at "Data Mining and Knowledge Discovery"
DOI: 10.1007/s10618-024-01030-1
Abstract: Large scale categorical datasets are ubiquitous in machine learning and the success of most deployed machine learning models rely on how effectively the features are engineered. For large-scale datasets, parametric methods are generally used, among… read more here.
Keywords: bin; categorical data; framework; network ... See more keywords
A simple approach to estimate ambient temperature bin data
Sign Up to like & getrecommendations! Published in 2018 at "Energy Efficiency"
DOI: 10.1007/s12053-018-9717-6
Abstract: In this study, a simple methodology is proposed to estimate ambient temperature bin data. The proposed model is based on the determination of the best fitting equation describing the characteristics of the cumulative frequency distribution… read more here.
Keywords: bin data; bin; estimate ambient; temperature bin ... See more keywords
Influence of microphysical processes on the initiation of the mesoscale convective system of a rainstorm over Beijing
Sign Up to like & getrecommendations! Published in 2021 at "Atmospheric Research"
DOI: 10.1016/j.atmosres.2021.105518
Abstract: Abstract The initiation process of a rainstorm mesoscale convective system (MCS) that occurred in Beijing from 18 to 19 July 2016 was simulated using the Weather Research and Forecasting model, version 3.9, coupled with bulk… read more here.
Keywords: heat; bin; rainstorm; mesoscale convective ... See more keywords
Segregation of dockage and foreign materials in wheat during loading into a 10-m diameter corrugated steel bin
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Stored Products Research"
DOI: 10.1016/j.jspr.2021.101837
Abstract: Abstract Segregation of dockage and foreign materials (DFM) is an unavoidable phenomenon in bulk grain and causes many problems. In this study, distributions of DFM, and shrunken and broken kernels (SBK) were determined during loading… read more here.
Keywords: diameter; weight; dockage foreign; wheat ... See more keywords
An Intelligent Bin System for Decentrally Controlled Intralogistic Systems in Context of Industrie 4.0
Sign Up to like & getrecommendations! Published in 2017 at "Procedia Manufacturing"
DOI: 10.1016/j.promfg.2017.04.005
Abstract: Abstract Decreasing batch sizes in production in line with Industrie 4.0 will lead to tremendous changes of the control of logistic processes in future production systems. Intelligent bins are crucial enablers to establish decentrally controlled… read more here.
Keywords: system; production; bin system; bin ... See more keywords
Evaluation of Rain Microphysics Using a Radar Simulator and Numerical Models: Comparison of Two‐Moment Bulk and Spectral Bin Cloud Microphysics Schemes
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Advances in Modeling Earth Systems"
DOI: 10.1029/2019ms001891
Abstract: This study extended a method to evaluate rain microphysics in a shallow cumulus regime using space‐borne radar observational data with a forward simulator of satellite measurements. We compared a two‐moment bulk scheme with a two‐moment… read more here.
Keywords: bin; relationship; cloud; two moment ... See more keywords
Equal-bin-width histogram versus equal-bin-count histogram
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Applied Statistics"
DOI: 10.1080/02664763.2020.1784853
Abstract: The histogram has all its bin widths equal to some non-random number arbitrary set by an analyst (EBWH). In the result, particular bin counts are random variables. This paper presents also a histogram that is… read more here.
Keywords: goal; histogram; bin width; bin ... See more keywords
Projecting unequal time fields and correlators of large scale structure
Sign Up to like & getrecommendations! Published in 2025 at "Physical Review D"
DOI: 10.1103/mfzt-hn37
Abstract: Many large scale structure surveys sort their observations into redshift bins and treat every tracer as being located at the mean redshift of its bin, a treatment which we refer to as the equal time… read more here.
Keywords: bin; scale structure; time; unequal time ... See more keywords
WasteSortBot: An Innovative Solution for Multi-Categorical Waste Separator Bin Using Vision-Based Control With Robot Operating System and Cloud Computing
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Access"
DOI: 10.1109/access.2025.3623876
Abstract: The increase in environmental pollution is largely attributed to inadequate waste management. A problematic situation occurs when categorical waste is mixed during the initial stages of waste collection. Automated waste management associated with advanced technology… read more here.
Keywords: system; bin; waste; solution ... See more keywords
CoAS-Net: Context-Aware Suction Network With a Large-Scale Domain Randomized Synthetic Dataset
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Robotics and Automation Letters"
DOI: 10.1109/lra.2023.3337692
Abstract: Robotic grasping is one of the essential skills in robotics. From industrial to housework, robots are required to handle objects, enabling them to interact with their surroundings. Among the various tasks in robotic grasping, bin-picking… read more here.
Keywords: bin; bin picking; context aware; network ... See more keywords
Automating Bin Packing: A Layer Building Matheuristics for Cost Effective Logistics
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Automation Science and Engineering"
DOI: 10.1109/tase.2022.3177422
Abstract: In this paper, we address the problem of automating the definition of feasible pallets configurations. This issue is crucial for the competitiveness of logistic companies and is still one of the most difficult problems in… read more here.
Keywords: bin; feasible pallets; layer; layer building ... See more keywords