標題: Titlebook: Applications of Artificial Intelligence and Neural Systems to Data Science; Anna Esposito,Marcos Faundez-Zanuy,Eros Pasero Book 2023 The E [打印本頁] 作者: graphic 時間: 2025-3-21 17:58
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書目名稱Applications of Artificial Intelligence and Neural Systems to Data Science影響因子(影響力)學科排名
書目名稱Applications of Artificial Intelligence and Neural Systems to Data Science網(wǎng)絡公開度
書目名稱Applications of Artificial Intelligence and Neural Systems to Data Science網(wǎng)絡公開度學科排名
書目名稱Applications of Artificial Intelligence and Neural Systems to Data Science被引頻次
書目名稱Applications of Artificial Intelligence and Neural Systems to Data Science被引頻次學科排名
書目名稱Applications of Artificial Intelligence and Neural Systems to Data Science年度引用
書目名稱Applications of Artificial Intelligence and Neural Systems to Data Science年度引用學科排名
書目名稱Applications of Artificial Intelligence and Neural Systems to Data Science讀者反饋
書目名稱Applications of Artificial Intelligence and Neural Systems to Data Science讀者反饋學科排名
作者: LIEN 時間: 2025-3-21 23:33
Leaky Echo State Network for?Audio Classification in?Construction Sites. After the description of the proposed approach, we provide some numerical results obtained on the recorded signals. The overall accuracy on the test set, after the integration of a majority voting approach, is up?to 95.3%, comparable to other state-of-the-art machine learning methods demonstrating the effectiveness of the approach.作者: Root494 時間: 2025-3-22 01:28
Empirische Analyse sozialer Probleme on the INbreast dataset. The performance was encouraging, resulting in an mAP of 0.838 ± 0.042, a recall of 0.722 ± 0.096, and a precision of 0.917 ± 0.077, calculated using the five-fold CV. The recognition rate achieved with the transfer learning on full-field digital mammograms, encouraging future analysis on a proprietary dataset.作者: 一再困擾 時間: 2025-3-22 08:13
Akteure: Typen, Interessen, Kooperationenion problem is that of maximizing the coalition competence by respecting a cost constraint. We describe some examples in order to clarify our contribution. We also propose a multi-objective approach where one will try to maximize competence and minimize cost. We compute the Pareto front and compare the results of the two approaches.作者: 擴音器 時間: 2025-3-22 12:08
Breast Cancer Localization and Classification in Mammograms Using YoloV5 on the INbreast dataset. The performance was encouraging, resulting in an mAP of 0.838 ± 0.042, a recall of 0.722 ± 0.096, and a precision of 0.917 ± 0.077, calculated using the five-fold CV. The recognition rate achieved with the transfer learning on full-field digital mammograms, encouraging future analysis on a proprietary dataset.作者: 甜瓜 時間: 2025-3-22 13:45 作者: Generic-Drug 時間: 2025-3-22 20:36 作者: 開始發(fā)作 時間: 2025-3-23 00:48 作者: Assignment 時間: 2025-3-23 03:17 作者: Recessive 時間: 2025-3-23 09:21
Graph Neural Networks for Topological Feature Extraction in ECG Classificationnamed graph isomorphism network for classifying the ECGs. On the PTB Diagnostics data set, we tested the three proposed techniques. According to the findings, the three proposed techniques are capable of making arrhythmia classification predictions with the accuracy of 99.38, 98.76, and 91.93%, respectively.作者: AWRY 時間: 2025-3-23 12:50
Dual Deep Clusteringetter suited for handling high-dimensional data, because the weight estimation is driven by a constraining subspace which does not depend on the input dimensionality, but only on the dataset cardinality. This approach allows an exact integration with the deep neural networks in such a way to output the input data prototypes.作者: Anthrp 時間: 2025-3-23 16:42
2190-3018 ce tools for supporting multidisciplinary aspects of data miThis book provides an overview on the current progresses in artificial intelligence and neural nets in data science. The book is reporting on intelligent algorithms and applications modeling, prediction, and recognition tasks and? many othe作者: 勉勵 時間: 2025-3-23 20:21 作者: 礦石 時間: 2025-3-23 22:41 作者: 河潭 時間: 2025-3-24 03:34
https://doi.org/10.1007/978-3-531-90937-0ns, is the Lee–Carter model. In this paper, we propose to project survival probabilities making use of Autoencoders. Empirical evidence on real data shows that the ability of autoencoders to model highly nonlinear structures leads to significant improvements in prediction accuracy over the widely used Lee–Carter model.作者: 預測 時間: 2025-3-24 09:43
Analysis of Sensors for Movement Analysisor instance, in tremor/Parkinson‘s disease analysis as well as no touch mechanisms for activation and control of devices. This scenario is especially interesting in COVID-19 scenario. Removing the need to touch a surface, the risk of contagion is reduced.作者: exclusice 時間: 2025-3-24 11:50 作者: TIGER 時間: 2025-3-24 17:51
Forecasting Mortality with?Autoencoders: An Application to?Italian Mortality Datans, is the Lee–Carter model. In this paper, we propose to project survival probabilities making use of Autoencoders. Empirical evidence on real data shows that the ability of autoencoders to model highly nonlinear structures leads to significant improvements in prediction accuracy over the widely used Lee–Carter model.作者: PACT 時間: 2025-3-24 19:42
Empirische Analyse sozialer Problemes then fed to the MelGAN generator, and the produced output will be the new sound with innovative sonority. Some simulations, performed over different sounds and different combination coefficients, show the effectiveness of the proposed idea.作者: Cosmopolitan 時間: 2025-3-24 23:15
Medien: Die Verbreitung von Problemdeutungen. After the description of the proposed approach, we provide some numerical results obtained on the recorded signals. The overall accuracy on the test set, after the integration of a majority voting approach, is up?to 95.3%, comparable to other state-of-the-art machine learning methods demonstrating the effectiveness of the approach.作者: llibretto 時間: 2025-3-25 05:30 作者: 可觸知 時間: 2025-3-25 11:17 作者: collagenase 時間: 2025-3-25 14:36
Anna Esposito,Marcos Faundez-Zanuy,Eros PaseroProvides an overview on the current progresses in artificial intelligence and neural nets in data science.Discusses computational intelligence tools for supporting multidisciplinary aspects of data mi作者: 商業(yè)上 時間: 2025-3-25 15:56
Smart Innovation, Systems and Technologieshttp://image.papertrans.cn/a/image/159296.jpg作者: photopsia 時間: 2025-3-25 22:54 作者: employor 時間: 2025-3-26 00:37
Computational Intelligence for?Marine Litter Recoveryome urgent to define a method of recovering plastic at sea in order to limit its damage. This work focuses on computational intelligence methodologies for Marine Litter trajectories prediction and optimal path recovering for an autonomous vehicle. Realistic data generated from an oceanographic model are analyzed and results are described.作者: 感情 時間: 2025-3-26 06:03 作者: 整理 時間: 2025-3-26 12:18 作者: exquisite 時間: 2025-3-26 13:05
Empirische Analyse sozialer Problemes. Besides, in order to assess quantitatively the performance of the proposed algorithm, an experimental validation protocol has been proposed. Experimental tests on synthetic and real data sets show that DGPVA compares favourably with state-of-the-art Manifold Learning algorithms.作者: 泛濫 時間: 2025-3-26 16:56
Empirische Analyse sozialer Probleme tapping and foot motion analysis. The main goal is to evaluate the accuracy of measurements provided by the sensors. This study presents relevance, for instance, in tremor/Parkinson‘s disease analysis as well as no touch mechanisms for activation and control of devices. This scenario is especially 作者: 減至最低 時間: 2025-3-26 20:57 作者: adipose-tissue 時間: 2025-3-27 01:17
https://doi.org/10.1007/978-3-531-90937-0 and otherwise healthy individuals. It accounts for 5–20% of sudden deaths in people with no structural cardiac abnormality. The first clinical manifestation of this syndrome is, usually, a cardiac arrest. A correct evaluation of the risk of developing an arrhythmic event could prevent premature dea作者: modish 時間: 2025-3-27 07:43 作者: NATAL 時間: 2025-3-27 09:48 作者: 禁止,切斷 時間: 2025-3-27 14:59
Empirische Analyse sozialer Problemeth the treatment of AD patients alone have tripled in less than twenty years, pointing out the problem of managing diagnosis and treatment and highlighting the need for effective therapeutic interventions. The identification of cases of AD in its preclinical phase, through an early diagnosis already作者: Cpr951 時間: 2025-3-27 21:44
Empirische Analyse sozialer Problemefrom observed tracklets to clone the behavior of pedestrians moving in an urban area. The information is then incorporated in a Markov Decision Process (MDP)-driven agent represented using Factor Graph paradigm. We show how this approach can be formalized in a completely probabilistic framework trea作者: 巧思 時間: 2025-3-27 23:51
Akteure: Typen, Interessen, Kooperationens of video surveillance, human-machine interaction, gaming, autonomous driving, and health care. Despite this, the problem still remains a very complex challenge and whose definitive solution is still far away. Since the quality of the feature extracted impacts dramatically on the results of the ove作者: Discrete 時間: 2025-3-28 03:13 作者: 含鐵 時間: 2025-3-28 08:14 作者: analogous 時間: 2025-3-28 14:09 作者: Thyroid-Gland 時間: 2025-3-28 14:45
Empirische Analyse sozialer Problemetions. Genomics is the technique most frequently used for precisely identifying variants. The ongoing global gathering of RNA samples of the virus has made such an approach possible. Nevertheless, variant identification techniques are frequently resource-intensive. As a result, the diagnostic capabi作者: scrape 時間: 2025-3-28 21:04
Akteure: Typen, Interessen, Kooperationenall, we consider a set C of . and assume that each expert is characterized by one or more of them. We define a suitable set function in order to evaluate the competence of each coalition. This set function turns out to be a ., see [., .]. As a first proposal, competencies will be represented by Bool作者: 吸引人的花招 時間: 2025-3-29 00:35 作者: 起波瀾 時間: 2025-3-29 06:19 作者: 皺痕 時間: 2025-3-29 09:49
Applications of Artificial Intelligence and Neural Systems to Data Science978-981-99-3592-5Series ISSN 2190-3018 Series E-ISSN 2190-3026 作者: 土產(chǎn) 時間: 2025-3-29 15:19 作者: infarct 時間: 2025-3-29 16:47 作者: etiquette 時間: 2025-3-29 21:29
Learning-Based Approach to Predict Fatal Events in Brugada Syndromem. Cardiologists manually measured 24 features per ECG. Then, a multi-layer perceptron (MLP), a boosted decision tree (BDT) model, a decision tree, a Support Vector Machine (SVM), and a Na?ve Bayes (NB) classifier were employed to classify the ECGs. All models show a high negative predictive value: 作者: 使增至最大 時間: 2025-3-29 23:56
Deep Acoustic Emission Detection Trained on?Seismic Signalsion. The foremost is related to adopting a convolutional neural network (faster R-CNN) with a pre-training on a very large dataset, it was possible to employ the transfer learning (TL) technique. The main benefits of TL include: speed up training considerably, saving of resources, improving the effi作者: Presbyopia 時間: 2025-3-30 06:07
A Deep Learning Framework for the Classification of Pre-prodromal and Prodromal Alzheimer’s Disease 35 SCD subjects and 32 MCI patients have been acquired at resting state. After preprocessing, a graphical representation of the input data has been generated splitting the EEG signal into non-overlapping epochs of 5?s and applying a Continuous Wavelet Transform (CWT). The images have been used to tr作者: 自傳 時間: 2025-3-30 10:27
Vision-Based Human Activity Recognition Methods Using Pose Estimationnput the pose is used in different formats. The analysis carried out shows how the numerical simplification of the inputs facilitates learning compared to a “human” approach (which, on the contrary, could consider it easier to start from the graphic visualization of the skeleton).作者: Bmd955 時間: 2025-3-30 12:53 作者: 硬化 時間: 2025-3-30 18:12
A Synthetic Dataset for?Learning Optical Flow in?Underwater Environmentwater environment is considered, due to sudden changes in lighting, water turbidity, movements of the background, particles, and other objects. In this perspective, our work presents a synthetic dataset of underwater scenes, endowed with optical flow labels, to demonstrate the benefits of training a作者: BLA 時間: 2025-3-30 21:54
BERT Classifies SARS-CoV-2 Variantshe virus to quickly recognize its variant. The selected model BERT is a transformer-based neural network first developed for natural language processing. Nonetheless, it has been effectively used in numerous applications, such as genomic sequence analysis. Thus, the fine-tuning of BERT was performed作者: Esalate 時間: 2025-3-31 04:43
https://doi.org/10.1007/978-3-531-90937-0m. Cardiologists manually measured 24 features per ECG. Then, a multi-layer perceptron (MLP), a boosted decision tree (BDT) model, a decision tree, a Support Vector Machine (SVM), and a Na?ve Bayes (NB) classifier were employed to classify the ECGs. All models show a high negative predictive value: 作者: FIR 時間: 2025-3-31 07:34
Empirische Analyse sozialer Problemeion. The foremost is related to adopting a convolutional neural network (faster R-CNN) with a pre-training on a very large dataset, it was possible to employ the transfer learning (TL) technique. The main benefits of TL include: speed up training considerably, saving of resources, improving the effi作者: 厭倦嗎你 時間: 2025-3-31 11:53 作者: AFFIX 時間: 2025-3-31 16:56 作者: 頑固 時間: 2025-3-31 21:15
Empirische Analyse sozialer Probleme a more robust and larger training set, i.e., the .15,700 labeled light curves from the NASA’s Kepler survey. We then used the learned representation as basic knowledge and fine-tuned the CNN upper layers by making them task dependent on the TESS labeled samples. Moreover, we use the dropout and ada作者: Kidney-Failure 時間: 2025-3-31 21:58 作者: nepotism 時間: 2025-4-1 05:36
Empirische Analyse sozialer Problemehe virus to quickly recognize its variant. The selected model BERT is a transformer-based neural network first developed for natural language processing. Nonetheless, it has been effectively used in numerous applications, such as genomic sequence analysis. Thus, the fine-tuning of BERT was performed作者: CLOUT 時間: 2025-4-1 06:40 作者: crutch 時間: 2025-4-1 10:42
Applications of Artificial Intelligence and Neural Systems to Data Science作者: 投票 時間: 2025-4-1 18:00 作者: 河流 時間: 2025-4-1 19:55
Generating New Sounds by Vector Arithmetic in the Latent Space of the MelGAN Architecturethat may be appealing for musicians, similar to what has already been done in the case of words and images. Specifically, since the MelGAN uses directly the spectrogram as input to its generator, we focus our attention on the linear combination of two or three instrumental sounds. This combination i作者: CRP743 時間: 2025-4-2 00:09
Graph Neural Networks for Topological Feature Extraction in ECG Classificationon precisely classifying ECGs. While ECG situations have numerous similarities, little attention has been paid to categorizing ECGs using graph neural networks. In this study, we offer three distinct techniques for classifying heartbeats using deep graph neural networks to classify the ECG signals a作者: 危機 時間: 2025-4-2 05:53
Manifold Learning by a Deep Gaussian Process Variational Autoencoders. Besides, in order to assess quantitatively the performance of the proposed algorithm, an experimental validation protocol has been proposed. Experimental tests on synthetic and real data sets show that DGPVA compares favourably with state-of-the-art Manifold Learning algorithms.
