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International Journal of Pattern Recognition and Artificial Intelligence最新文献

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Cancer prediction using Feature fusion and Taylor-TSA based GAN with gene expression data 基于基因表达数据的特征融合和基于Taylor-TSA的GAN的癌症预测
4区 计算机科学
International Journal of Pattern Recognition and Artificial Intelligence Pub Date : 2023-11-07 DOI: 10.1142/s0218001423570082
J. Jeyabharathi, S. Velliangiri, S. Iwin Thanakumar Joseph, C. Sorna Chandra Devadass
{"title":"Cancer prediction using Feature fusion and Taylor-TSA based GAN with gene expression data","authors":"J. Jeyabharathi, S. Velliangiri, S. Iwin Thanakumar Joseph, C. Sorna Chandra Devadass","doi":"10.1142/s0218001423570082","DOIUrl":"https://doi.org/10.1142/s0218001423570082","url":null,"abstract":"","PeriodicalId":54949,"journal":{"name":"International Journal of Pattern Recognition and Artificial Intelligence","volume":"112 12","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135541070","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
Query Preference Analysis on Cascade Inference Human-Object Interaction Detection Transformer 级联推理人-物交互检测变压器查询偏好分析
4区 计算机科学
International Journal of Pattern Recognition and Artificial Intelligence Pub Date : 2023-10-28 DOI: 10.1142/s0218001423560219
Weizhe Jia, Shiwei Ma
{"title":"Query Preference Analysis on Cascade Inference Human-Object Interaction Detection Transformer","authors":"Weizhe Jia, Shiwei Ma","doi":"10.1142/s0218001423560219","DOIUrl":"https://doi.org/10.1142/s0218001423560219","url":null,"abstract":"Detection transformers (DETR) have provided a novel solution to human–object interaction detection in a set-prediction manner, thanks to expressive learnable queries. However, few studies covered how queries implicitly affect model behaviors, which might contain clues for model improvement. Therefore, we propose two dataset-based analysis tools: score state space and query preference map. They provide data on the distribution of model predictions, which can reveal overall-level and query-level model properties. Starting with our baseline model, we find the model naturally regresses object boxes to overlap human boxes in the edge case of no-object verbs (stand, etc.), even without a related loss. We encourage this by patching the supervision with virtual objects, resulting in more stable query preference. Moreover, we show that two-stage decoders designed for cascade inference do not decouple tasks as intended. We infer this is caused by the empty instances used as negative samples, which suggests a redesign in the matching scheme. Further, we reveal how adding an oracle-query-based teacher model affects query roles with a tiny gain, indicating room for refinement. Our findings demonstrate how a simple focus on query behaviors can provide insights for improving models.","PeriodicalId":54949,"journal":{"name":"International Journal of Pattern Recognition and Artificial Intelligence","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136157170","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
Artificial Intelligent Manual-computer Dialogue Support platform in Hospital 医院人工智能人机对话支持平台
4区 计算机科学
International Journal of Pattern Recognition and Artificial Intelligence Pub Date : 2023-10-27 DOI: 10.1142/s021800142359019x
Xin Xia, Yunlong Ma, Ye Luo, Jianwei Lu
{"title":"Artificial Intelligent Manual-computer Dialogue Support platform in Hospital","authors":"Xin Xia, Yunlong Ma, Ye Luo, Jianwei Lu","doi":"10.1142/s021800142359019x","DOIUrl":"https://doi.org/10.1142/s021800142359019x","url":null,"abstract":"","PeriodicalId":54949,"journal":{"name":"International Journal of Pattern Recognition and Artificial Intelligence","volume":"11 3","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136312426","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
A New Lightweight Script Independent Scene Text Style Transfer Network 一个新的轻量级脚本独立场景文本风格传输网络
4区 计算机科学
International Journal of Pattern Recognition and Artificial Intelligence Pub Date : 2023-10-06 DOI: 10.1142/s0218001423530038
Palaiahnakote Shivakumara, Ayush Roy, Lokesh Nandanwar, Umapada Pal, Yue Lu, Cheng-Lin Liu
{"title":"A New Lightweight Script Independent Scene Text Style Transfer Network","authors":"Palaiahnakote Shivakumara, Ayush Roy, Lokesh Nandanwar, Umapada Pal, Yue Lu, Cheng-Lin Liu","doi":"10.1142/s0218001423530038","DOIUrl":"https://doi.org/10.1142/s0218001423530038","url":null,"abstract":"","PeriodicalId":54949,"journal":{"name":"International Journal of Pattern Recognition and Artificial Intelligence","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134943749","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 Efficient Approach of Assessing Quality of Blurred Image 一种评估模糊图像质量的有效方法
4区 计算机科学
International Journal of Pattern Recognition and Artificial Intelligence Pub Date : 2023-10-06 DOI: 10.1142/s0218001423540186
Md Amir Baig, Athar A. Moinuddin, Ekram Khan, Mohammed Ghanbari
{"title":"An Efficient Approach of Assessing Quality of Blurred Image","authors":"Md Amir Baig, Athar A. Moinuddin, Ekram Khan, Mohammed Ghanbari","doi":"10.1142/s0218001423540186","DOIUrl":"https://doi.org/10.1142/s0218001423540186","url":null,"abstract":"","PeriodicalId":54949,"journal":{"name":"International Journal of Pattern Recognition and Artificial Intelligence","volume":"102 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134943747","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
Medical Image Segmentation and Classification using Modified DoubleU-Net and PolyNet Deep Neural Networks 基于改进DoubleU-Net和PolyNet深度神经网络的医学图像分割与分类
4区 计算机科学
International Journal of Pattern Recognition and Artificial Intelligence Pub Date : 2023-10-06 DOI: 10.1142/s0218001423570136
S. Sasikumar, R. Pugalenthi, G.M. Sasikala, M.P. Rajakumar
{"title":"Medical Image Segmentation and Classification using Modified DoubleU-Net and PolyNet Deep Neural Networks","authors":"S. Sasikumar, R. Pugalenthi, G.M. Sasikala, M.P. Rajakumar","doi":"10.1142/s0218001423570136","DOIUrl":"https://doi.org/10.1142/s0218001423570136","url":null,"abstract":"","PeriodicalId":54949,"journal":{"name":"International Journal of Pattern Recognition and Artificial Intelligence","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134943746","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
Few-shot Person Re-identification Based on Meta Learning with a Compression and Stimulation Module 基于压缩和刺激元学习的少镜头人物再识别
4区 计算机科学
International Journal of Pattern Recognition and Artificial Intelligence Pub Date : 2023-10-06 DOI: 10.1142/s0218001423560207
Jinying Cao, Hua Han, Li Huang
{"title":"Few-shot Person Re-identification Based on Meta Learning with a Compression and Stimulation Module","authors":"Jinying Cao, Hua Han, Li Huang","doi":"10.1142/s0218001423560207","DOIUrl":"https://doi.org/10.1142/s0218001423560207","url":null,"abstract":"","PeriodicalId":54949,"journal":{"name":"International Journal of Pattern Recognition and Artificial Intelligence","volume":"56 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134943740","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
A robust kernel least mean square algorithm and its quantization 一种鲁棒核最小均方算法及其量化
4区 计算机科学
International Journal of Pattern Recognition and Artificial Intelligence Pub Date : 2023-10-06 DOI: 10.1142/s0218001423590206
Huo Yuan-lian, Liu Jie, Qi Yong-feng, Hu Zhi-ling, Yang Kuo-jian
{"title":"A robust kernel least mean square algorithm and its quantization","authors":"Huo Yuan-lian, Liu Jie, Qi Yong-feng, Hu Zhi-ling, Yang Kuo-jian","doi":"10.1142/s0218001423590206","DOIUrl":"https://doi.org/10.1142/s0218001423590206","url":null,"abstract":"","PeriodicalId":54949,"journal":{"name":"International Journal of Pattern Recognition and Artificial Intelligence","volume":"54 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134943742","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
A Two-Stage Three-Dimensional Attention Network for Lightweight Image Super-Resolution 轻量级图像超分辨率的两阶段三维注意网络
4区 计算机科学
International Journal of Pattern Recognition and Artificial Intelligence Pub Date : 2023-10-06 DOI: 10.1142/s0218001423540174
Lei Chen, Yanjie Yang, Xu Zhuang, Jason Wang, Qin Mao, Hong Yue, Xuekai Wei, Fei Cheng, Xuemei Zong, Mingliang Zhou
{"title":"A Two-Stage Three-Dimensional Attention Network for Lightweight Image Super-Resolution","authors":"Lei Chen, Yanjie Yang, Xu Zhuang, Jason Wang, Qin Mao, Hong Yue, Xuekai Wei, Fei Cheng, Xuemei Zong, Mingliang Zhou","doi":"10.1142/s0218001423540174","DOIUrl":"https://doi.org/10.1142/s0218001423540174","url":null,"abstract":"","PeriodicalId":54949,"journal":{"name":"International Journal of Pattern Recognition and Artificial Intelligence","volume":"57 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134943745","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
Boruta Feature Selection Method for Optimizing a Case-Based Reasoning Model to Predict Heart Disease 基于案例推理模型的心脏疾病预测优化Boruta特征选择方法
4区 计算机科学
International Journal of Pattern Recognition and Artificial Intelligence Pub Date : 2023-10-06 DOI: 10.1142/s0218001423510163
Safa Gasmi, Akila Djebbar, Hayet Farida Merouani
{"title":"Boruta Feature Selection Method for Optimizing a Case-Based Reasoning Model to Predict Heart Disease","authors":"Safa Gasmi, Akila Djebbar, Hayet Farida Merouani","doi":"10.1142/s0218001423510163","DOIUrl":"https://doi.org/10.1142/s0218001423510163","url":null,"abstract":"","PeriodicalId":54949,"journal":{"name":"International Journal of Pattern Recognition and Artificial Intelligence","volume":"57 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134943748","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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