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Design and Application of Neural Network-based Bp Algorithm in Speech Translation Robot 基于神经网络的Bp算法在语音翻译机器人中的设计与应用
IF 2.9 4区 计算机科学
Informatica Pub Date : 2023-08-04 DOI: 10.31449/inf.v47i7.4845
Yu Jie
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引用次数: 0
Fake Image Detection Using Deep Learning 基于深度学习的伪图像检测
IF 2.9 4区 计算机科学
Informatica Pub Date : 2023-08-04 DOI: 10.31449/inf.v47i7.4741
Raidah S. Khudeyer, Noor Mohammed Almoosawi
{"title":"Fake Image Detection Using Deep Learning","authors":"Raidah S. Khudeyer, Noor Mohammed Almoosawi","doi":"10.31449/inf.v47i7.4741","DOIUrl":"https://doi.org/10.31449/inf.v47i7.4741","url":null,"abstract":"","PeriodicalId":56292,"journal":{"name":"Informatica","volume":" ","pages":""},"PeriodicalIF":2.9,"publicationDate":"2023-08-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49638258","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Locality Improvement Scheme Based on QR Code Technique within Inverted Index 倒排索引中基于二维码技术的局部性改进方案
IF 2.9 4区 计算机科学
Informatica Pub Date : 2023-08-04 DOI: 10.31449/inf.v47i7.4745
A. A. Alyousif, A. Yassin
{"title":"Locality Improvement Scheme Based on QR Code Technique within Inverted Index","authors":"A. A. Alyousif, A. Yassin","doi":"10.31449/inf.v47i7.4745","DOIUrl":"https://doi.org/10.31449/inf.v47i7.4745","url":null,"abstract":"","PeriodicalId":56292,"journal":{"name":"Informatica","volume":" ","pages":""},"PeriodicalIF":2.9,"publicationDate":"2023-08-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47461627","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An exploratory bibliometric analysis of the literature on the age of information-aware unmanned aerial vehicles aided communication 信息感知无人机辅助通信时代文献的探索性文献计量分析
IF 2.9 4区 计算机科学
Informatica Pub Date : 2023-08-04 DOI: 10.31449/inf.v47i7.4783
U. Bukar, Md. Shohel Sayeed, Siti Fatimah Abdul Razak, S. Yogarayan, Oluwatosin Ahmed Amodu
{"title":"An exploratory bibliometric analysis of the literature on the age of information-aware unmanned aerial vehicles aided communication","authors":"U. Bukar, Md. Shohel Sayeed, Siti Fatimah Abdul Razak, S. Yogarayan, Oluwatosin Ahmed Amodu","doi":"10.31449/inf.v47i7.4783","DOIUrl":"https://doi.org/10.31449/inf.v47i7.4783","url":null,"abstract":"","PeriodicalId":56292,"journal":{"name":"Informatica","volume":" ","pages":""},"PeriodicalIF":2.9,"publicationDate":"2023-08-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42128637","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Video Background Music Recognition and Automatic Recommendation Based on Gmm Model 基于Gmm模型的视频背景音乐识别与自动推荐
IF 2.9 4区 计算机科学
Informatica Pub Date : 2023-07-27 DOI: 10.31449/inf.v47i7.4812
Wei Zhou, Ke Ma
{"title":"Video Background Music Recognition and Automatic Recommendation Based on Gmm Model","authors":"Wei Zhou, Ke Ma","doi":"10.31449/inf.v47i7.4812","DOIUrl":"https://doi.org/10.31449/inf.v47i7.4812","url":null,"abstract":"","PeriodicalId":56292,"journal":{"name":"Informatica","volume":" ","pages":""},"PeriodicalIF":2.9,"publicationDate":"2023-07-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47798841","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An Automated Python Script for Data Cleaning and Labeling using Machine Learning Technique 使用机器学习技术进行数据清理和标记的自动Python脚本
IF 2.9 4区 计算机科学
Informatica Pub Date : 2023-06-22 DOI: 10.31449/inf.v47i6.4474
M. A. Oladipupo, Princewill Chima Obuzor, Babatunde J. Bamgbade, A. Adeniyi, Kazeem M. Olagunju, S. A. Ajagbe
{"title":"An Automated Python Script for Data Cleaning and Labeling using Machine Learning Technique","authors":"M. A. Oladipupo, Princewill Chima Obuzor, Babatunde J. Bamgbade, A. Adeniyi, Kazeem M. Olagunju, S. A. Ajagbe","doi":"10.31449/inf.v47i6.4474","DOIUrl":"https://doi.org/10.31449/inf.v47i6.4474","url":null,"abstract":"was to obtain a financial dataset from the top database, \"Kaggle\". Create a machine learning (ML) approach in Python that intends to automate the financial dataset cleaning. This covers ingesting data, addressing incomplete data, addressing anomalies, one-hot wrapping and label encoding, extracting date and time values, and data normalization. Implementing an unsupervised machine learning method that attempts to automate financial dataset labeling (k-means). Using the method includes the elbow principle, k-means clustering, data modeling of \"age\" versus \"arrival,\" dimensionality reductions, computer vision, and dataset categorizing using the groupings. An e mpirical assessment of the cleaned and labeled automated trading dataset utilizing a comparison of the cleaned dataset before and after PCA adoption. The results show that the developed ML technique not only improved the performance of the audit data used in this study, but also classified the data after cleaning it and removing the unpleasant section and incomplete data, as shown by the k-means segmentation result and grouping by PCA.","PeriodicalId":56292,"journal":{"name":"Informatica","volume":" ","pages":""},"PeriodicalIF":2.9,"publicationDate":"2023-06-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49226008","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Big Data Clustering Techniques Challenged and Perspectives: Review 大数据聚类技术面临的挑战与展望
IF 2.9 4区 计算机科学
Informatica Pub Date : 2023-06-16 DOI: 10.31449/inf.v47i6.4445
F. H. Awad, Murtadha M. Hamad
{"title":"Big Data Clustering Techniques Challenged and Perspectives: Review","authors":"F. H. Awad, Murtadha M. Hamad","doi":"10.31449/inf.v47i6.4445","DOIUrl":"https://doi.org/10.31449/inf.v47i6.4445","url":null,"abstract":"","PeriodicalId":56292,"journal":{"name":"Informatica","volume":" ","pages":""},"PeriodicalIF":2.9,"publicationDate":"2023-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45445201","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Baseline Transliteration Corpus for Improved English-Amharic Machine Translation 用于改进英语阿姆哈拉语机器翻译的基线翻译语料库
IF 2.9 4区 计算机科学
Informatica Pub Date : 2023-06-15 DOI: 10.31449/inf.v47i6.4395
Yohannes Biadgligne, K. Smaili
{"title":"Baseline Transliteration Corpus for Improved English-Amharic Machine Translation","authors":"Yohannes Biadgligne, K. Smaili","doi":"10.31449/inf.v47i6.4395","DOIUrl":"https://doi.org/10.31449/inf.v47i6.4395","url":null,"abstract":",","PeriodicalId":56292,"journal":{"name":"Informatica","volume":" ","pages":""},"PeriodicalIF":2.9,"publicationDate":"2023-06-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47338588","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Performance Evaluation of Machine Learning Models for Cyber Threat Detection and Prevention in Mobile Money Services 移动货币服务中用于网络威胁检测和预防的机器学习模型的性能评估
IF 2.9 4区 计算机科学
Informatica Pub Date : 2023-06-14 DOI: 10.31449/inf.v47i6.4691
B. Akinyemi, Dauda Akinwuyi Olalere, M. Sanni, E. Olajubu, Ganiyu A. Aderounmu, Isa Ali Ibrahim (Pantami)
{"title":"Performance Evaluation of Machine Learning Models for Cyber Threat Detection and Prevention in Mobile Money Services","authors":"B. Akinyemi, Dauda Akinwuyi Olalere, M. Sanni, E. Olajubu, Ganiyu A. Aderounmu, Isa Ali Ibrahim (Pantami)","doi":"10.31449/inf.v47i6.4691","DOIUrl":"https://doi.org/10.31449/inf.v47i6.4691","url":null,"abstract":"","PeriodicalId":56292,"journal":{"name":"Informatica","volume":" ","pages":""},"PeriodicalIF":2.9,"publicationDate":"2023-06-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47946368","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Enhancement of Pre-Trained Deep Learning Models to Improve Brain Tumor 增强预训练深度学习模型以改善脑肿瘤
IF 2.9 4区 计算机科学
Informatica Pub Date : 2023-06-14 DOI: 10.31449/inf.v47i6.4645
Zaka Ullah, A. Odeh, Ihtisham Khattak, Mu'ath Jodei Al‐ Hasan
{"title":"Enhancement of Pre-Trained Deep Learning Models to Improve Brain Tumor","authors":"Zaka Ullah, A. Odeh, Ihtisham Khattak, Mu'ath Jodei Al‐ Hasan","doi":"10.31449/inf.v47i6.4645","DOIUrl":"https://doi.org/10.31449/inf.v47i6.4645","url":null,"abstract":"","PeriodicalId":56292,"journal":{"name":"Informatica","volume":" ","pages":""},"PeriodicalIF":2.9,"publicationDate":"2023-06-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43968492","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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