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Classification System
This chapter details our Classification System and the rationale behind it. We begin by discussing prior surveys on Explainable Reinforcement...
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Three-Dimensional System-Object Classification for Prediction and Control Support
AbstractThe disadvantages of modern methods of classifying objects and processes are considered. We propose a method of constructing...
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Nonparametric System for Automatic Classification of Large-Scale Statistical Data
AbstractThe structure of a nonparametric system for automatic classification of large-scale statistical data is proposed and substantiated. The...
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Privacy-Preserving Federated Learning System (f-PPLS) for military focused area classification
Accurate classification of military-focused areas using machine learning techniques is crucial for meeting military criteria. However, preserving...
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Thermoplastic waste segregation classification system using deep learning techniques
This research proposes a deep learning-based system, named deep CNN architecture, for the automated classification of the plastic resin in plastic...
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The model architecture search system for chromosome image classification
The classification of chromosome images holds immense significance in the fields of genetics, clinical diagnostics, and medical research. It plays a...
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Embedded and real time vehicle classification system with occlusion handling
The idea of applying AI in embedded systems is growing in all sectors, from airplanes to drones, cars, cell phones and robots. The challenge for this...
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Handwritten Mixed Numerals Classification System
Optical Character Recognition is a growing field in pattern recognition, where we can find lots of work done on different Indic languages such as...
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Hyperspectral image classification via active learning and broad learning system
Hyperspectral image (HSI) classification has continued to be a hot research topic in recent years, and the broad learning system (BLS) has been...
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Fault classification and identification through machine learning approaches for a solar PV – battery based water pum** system
The world progresses towards enabling renewable sources into the mainstream supply of energy and it is imperative to develop systems that can handle...
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Analyzing journal category assignment using a paper-level classification system: multidisciplinary sciences journals
Accurate identification and classification of “multidisciplinary” journals is crucial in scientometrics for revealing scientific structure and...
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A multi-label classification system for anomaly classification in electrocardiogram
Automatic classification of ECG signals has become a research hotspot, and most of the research work in this field is currently aimed at single-label...
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A multi-classifier system for automatic fingerprint classification using transfer learning and majority voting
Fingerprints fulfill a critical role in the context of community safety and criminal investigations, especially for forensic investigations, law...
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Classification-driven intelligent system for automated evaluation of higher education exam paper quality
Evaluating the quality of university exam papers is crucial for universities seeking institutional and program accreditation. Currently, exam papers...
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Text classification-based petition recognition and routing system: a Turkish case study
Large-scale enterprises include many units and various electronic petitions are manually submitted to the relevant units by authorized staff....
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Qinghai Embroidery Classification System and Intelligent Classification Research
Qinghai embroidery is an artistic treasure of folk embroidery in Qinghai Province. Classifying them to understand the differences between them is an...
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PolyDSS: computer-aided decision support system for multiclass polyp segmentation and classification using deep learning
Colorectal cancer (CRC) is a malignant condition that affects the colon or rectum, and it is distinguished by abnormal cell growth in these areas....
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Enhancing racism classification: an automatic multilingual data annotation system using self-training and CNN
Accurate racism classification is crucial on social media, where racist and discriminatory content can harm individuals and society. Automated racism...
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A novel and optimized IoT –ML based plant classification, monitoring and prediction system
With the increasing demand for modern technologies and automation, there is a need to maintain plants by adopting such modern automated technologies....
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An effective parallel convolutional anomaly multi-classification model for fault diagnosis in microservice system
Microservice architecture is a new technology for deploying large-scale applications and services in the cloud. But multivariate time series data...
