Melanoma Skin Cancer Detection Using Deep Learning Methods and Binary GWO Algorithm حسب Hussein Ali Bardan (21976208)

"…In this work, we propose a novel framework that integrates </p><p dir="ltr">Convolutional Neural Networks (CNNs) for image classification and a binary Grey Wolf Optimization (GWO) </p><p dir="ltr">algorithm for feature selection. …"

Algorithm framework in revitalizing HBs. حسب Kailun Fang (13949729)

The mean reward results of using visual information and audio samples in the ViZDoom environment. حسب Enoch Solomon (21416703)

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Mean scores of the last 100 episodes using PPO and DQN in Unity environment and ViZDoom. حسب Enoch Solomon (21416703)

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Mean reward of using only pixels and pixels with raw audio samples in ViZDoom environment. حسب Enoch Solomon (21416703)

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Mean reward of using visual information, visual information with raw audio samples in Unity ML environment. حسب Enoch Solomon (21416703)

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Box plot of Unity ML experiments using visual information, audio samples and combination of visual information and audio samples. حسب Enoch Solomon (21416703)

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The scenario used in Unity environment. Both the agent and target are spawned randomly at the start of the game anywhere in the game environment for each episode. حسب Enoch Solomon (21416703)

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The mean and standard deviation of the test results are presented for the use of both visual information and raw audio samples in the Unity ML environment. حسب Enoch Solomon (21416703)

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Study case/patient distribution algorithm. حسب Navid Behzadi Koochnai (18554931)

Proposed reinforcement learning architecture. حسب Enoch Solomon (21416703)

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The images shown correspond the downscaled images an agent receives in Unity environment. حسب Enoch Solomon (21416703)

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Average success rate (%) of the test experiment on ViZDoom and Unity environments. حسب Enoch Solomon (21416703)

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Data_Sheet_1_Early detection of sepsis using machine learning algorithms: a systematic review and network meta-analysis.pdf حسب Mikhail Ya Yadgarov (18543769)

Data used in this study. حسب Qinghua Li (398885)

"…In the hybrid model of this paper, the choice was made to use the Densenet architecture of CNN models with LightGBM as the primary model. …"

Supporting data for “The role of forest composition heterogeneity on temperate ecosystem carbon dynamic under climate change" حسب Ziyu Lin (9151064)

Consort diagram for the study. حسب Nicola Lazzarini (3528197)

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Performance confidence intervals. حسب Nicola Lazzarini (3528197)

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Baseline characteristics of patients in the study cohort. حسب Nicola Lazzarini (3528197)

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Input features. حسب Nicola Lazzarini (3528197)

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