2023 年总目次

下一代深度学习的思考与若干问题 ···································································································· 焦李成 （1）

基于深度强化学习的动态装配算法 ························································································· 王竣禾，姜勇 （1,2）

面向不完整多视图聚类的深度互信息最大化方法 ·························································· 张智慧，杨燕，张熠玲 （1,12）

基于深度强化学习的节能工艺路线发现方法 ································································ 陶鑫钰，王艳，纪志成 （1,23）

关键点图对比图像分类方法 ···················································· 卢毅，陈亚冉，赵冬斌，刘暴，来志超，王超楠 （1,36）

结合局部标记序关系的弱监督标记分布学习 ································································ 秦天，滕齐发，贾修一 （1,47）

采用离群点检测技术的混合型数据聚类初始化方法 ·············································· 杨志勇，江峰，于旭，杜军威 （1,56）

自监督对比特征学习的多模态乳腺超声诊断 ··································································· 丁维昌，施俊，王骏 （1,66）

基于输出误差模型优化的甲板运动预报算法研究 ··································································· 王鑫琦，朱齐丹 （1,75）

改进YOLOv5s 的遥感图像目标检测 ··························································· 赵文清，康怿瑾，赵振兵，翟永杰 （1,86）

求解多目标点路径规划问题的离散头脑风暴算法 ································································ 陈强，马健，杨蘩 （1,96）

融合动态反向学习的阿奎拉鹰与哈里斯鹰混合优化算法 ·························· 贾鹤鸣，刘庆鑫，刘宇翔，王爽，吴迪 （1,104）

逆模型下的高效声源定位算法研究 ······································································· 赵达达，齐小刚，冯海林 （1,117）

系统多功能状态表达式构建及其置信度研究 ······································································· 崔铁军，李莎莎 （1,124）

面向鲁棒口语理解的声学组块混淆语言模型微调算法 ··············································· 李荣军，郭秀焱，杨静远 （1,131）

基于四元数门控图神经网络的脚本事件预测 ·························· 车飞虎，张大伟，邵朋朋，杨国花，刘通，陶建华 （1,138）

融合人类认知模式的自主发育网络及其在手势识别的应用 ····················································· 韦知辛，方勇纯 （1,144）

融合实体描述与路径信息的知识图谱表示学习模型 ····························· 李军怀，武允文，王怀军，李志超，徐江 （1,153）

概念驱动的小样本判别特征学习方法 ······························································ 周凯锐，刘鑫，景丽萍，于剑 （1,162）

基于广义自适应多粒度的多源信息融合研究 ········································· 钱进，童志钢，余鹰，洪承鑫，苗夺谦 （1,173）

基于Transformer 与技术词信息的知识产权实体识别方法 ··········································· 王宇晖，杜军平，邵蓥侠 （1,186）

面向大规模特征选择的自监督数据驱动粒子群优化算法 ························································ 黎建宇，詹志辉 （1,194）

场景图谱驱动目标搜索的多智能体强化学习 ··························································· 陆升阳，赵怀林，刘华平 （1,207）

迎接一个人机共生的时代 ················································································································ 郭毅可 （2）

雾霾图像清晰化算法综述 ······················································································ 王科平，杨艺，费树岷 （2,217）

助训练框架下的半监督软测量建模方法 ·········································································· 何罗苏阳，熊伟丽 （2,231）

运动序列的时空结构特征表示模型 ······································································· 康文轩，陈黎飞，郭躬德 （2,240）

面向超大规模数据的自适应谱聚类算法 ···································································· 毕志臻，杨德刚，冯骥 （2,251）

基于混合卷积与三重注意力的高光谱图像分类网络 ································ 王瑞婷，王海燕，陈晓，耿信哲，雷涛 （2,260）

不确定成对约束的双对抗流形传播方法 ················································································ 孙乐，王士同 （2,270）

结合全局注意力机制的实时语义分割网络 ········································· 李涛，高志刚，管晟媛，徐久成，马媛媛 （2,282）

具有角色意识的社区服务型时空众包任务分配 ············································ 徐静如，董红斌，赵炳旭，冀若含 （2,293）

求解动态维修资源优化调度的多目标进化算法 ············································ 齐小刚，王亚洲，班利明，李建华 （2,305）

基于自适应动态窗口改进细菌算法与移动机器人路径规划 ························································ 蒲兴成，谭令 （2,314）

使用改进Yolov5 的变电站绝缘子串检测方法 ············································································ 冯晗，姜勇 （2,325）

面向表情识别的重影非对称残差注意力网络模型 ············································ 闫河，李梦雪，张宇宁，刘建骐 （2,333）

融合密集特征金字塔的改进R2CNN 海洋涡旋自动检测 ···························· 杜艳玲，王丽丽，黄冬梅，陈珂，贺琪 （2,341）

基于改进TransGAN 的零样本图像识别方法 ···························································· 翟永杰，张智柏，王亚茹 （2,352）

双流增强融合网络微表情识别 ···························································································· 陈斌，朱晋宁 （2,360）

基于图知识推理的输电线路缺销螺栓识别方法 ······································ 赵振兵，王睿，赵文清，张珂，翟永杰 （2,372）

机器人视觉听觉融合的感知操作系统 ························································ 王业飞，葛泉波，刘华平，陆振宇 （2,381）

基于粒的标记增强标记分布学习 ·········································································· 张远健，赵天娜，苗夺谦 （2,390）

基于多样性的多视图低秩稀疏子空间聚类算法 ··························································· 王丽娟，丁世飞，夏菁 （2,399）

大模型不等于第三次 AI 浪潮 ··········································································································· 杨春生 （3）

仿生扑翼无人系统研究综述 ·········································································· 王军，张震，李富强，卢宣成 （3,410）

嵌入视觉关系掩码的多类别金具检测方法 ········································· 王巍，杨耀权，王乾铭，翟永杰，赵振兵 （3,440）

改进ResNeSt 网络的拓片甲骨文字识别 ············································································· 毛亚菲，毕晓君 （3,450）

融合递归自编解码器的蒙卡画面重构降噪方法 ······································································· 卢娟，陈纯毅 （3,459）

基于深度学习的柔性流水车间排产优化问题研究 ····························· 韩忠华，黎恺嘉，周晓锋，王继娜，孙亮亮 （3,468）

车辆多目标交互行为建模的轨迹预测方法 ······························································ 赵靖文，李煊鹏，张为公 （3,480）

天基遥感中航天器挠性对成像区域的影响 ······································ 邹纫秋，张加友，宋祥帅，谢亚恩，吴限德 （3,489）

结合CWT 和LightweightNet 的滚动轴承实时故障诊断方法 ···························· 李飞龙，和伟辉，刘立芳，齐小刚 （3,496）

注意力优化的轻量目标检测网络及应用 ··························································· 吴珺，董佳明，刘欣，王春枝 （3,506）

基于用户记忆矩阵的长序列推荐算法 ············································ 鹿祥志，孙福振，王绍卿，董家玮，吴相帅 （3,517）

复杂机场道面外来异物高精度实时检测算法 ··············································· 李海丰，李纪霖，王怀超，桂仲成 （3,525）

SPNCC 与一维双通道CNN-LSTM 相结合的变压器局部放电故障音频检测 ······················· 翟学明，郭嘉，翟羽佳 （3,534）

改进的轻量化人脸识别算法 ··················································································· 屈东东，贺利乐，何林 （3,544）

云制造系统中区块链排队时延分析与仿真 ································································· 徐杨杨，王艳，纪志成 （3,552）

基于对象更新的邻域多粒度粗糙集模型增量式算法 ································································· 陈宝国，邓明 （3,562）

实体结构与语义融合的多层注意力知识表示学习 ············································ 郭一楠，王斌，巩敦卫，于泽宽 （3,577）

长短滑窗慢特征分析与时序关联规则挖掘的过渡过程识别 ····························· 刘金平，匡亚彬，赵爽爽，杨广益 （3,589）

一种边缘梯度插值的双分支deeplabv3+语义分割模型 ·········································· 王潇棠，闫河，刘建骐，张烨 （3,604）

区间值模糊推理的逻辑度量空间 ······················································································ 罗敏霞，徐东辉 （3,613）

基于加权信息粒化的多标记数据特征选择算法 ······································································· 胡军，王海峰 （3,619）

融合经验反思机制的教与学优化算法 ····················································· 吴迪，贾鹤鸣，刘庆鑫，齐琦，王爽 （3,629）

李群机器学习为解决“定性+定量” 复杂问题提供 新范式 ········································································· 李凡长 （4）

人工智能中的类比推理研究综述 ························································································· 潘正华，王勇 （4,643）

软件定义网络故障诊断综述 ················································································ 齐小刚，单明媚，张皓然 （4,662）

冲击噪声下基于演化长短时记忆神经网络的调制信号识别 ················· 高洪元，王世豪，程建华，郭瑞晨，张志伟 （4,676）

多重注意力指导下的异构图嵌入方法 ··························································· 孟祥福，温晶，李子函，纪鸿樟 （4,688）

基于注意力残差U-Net 的皮肤镜图像分割方法 ······································································· 沈鑫，魏利胜 （4,699）

基于稀疏重构消歧的偏标记分类算法 ···································································· 殷建华，刘振丙，魏黄曌 （4,708）

面向流形数据的共享近邻密度峰值聚类算法 ········································· 赵嘉，马清，肖人彬，潘正祥，韩龙哲 （4,719）

形状补全引导的Transformer 点云目标检测方法 ·························································· 周静，胡怡宇，黄心汉 （4,731）

不完整数据分类与缺失信息重要性识别特权LSSVM ································································ 吴晗，王士同 （4,743）

自适应时空正则化的相关滤波目标跟踪 ············································································· 姜文涛，孟庆姣 （4,754）

联合超声甲状腺结节分割与分类的多任务方法研究 ··································· 刘侠，吕志伟，王波，王狄，谢林浩 （4,764）

基于卷积神经网络的“拱猪”博弈算法 ············································· 吴立成，吴启飞，钟宏鸣，王世尧，李霞丽 （4,775）

上下文空间与实例信息的皮肤镜图像自监督分类 ··································· 刘嘉轩，胡非易，张辉，张金洲，李玲 （4,783）

求解连续型分布式约束优化问题的自适应多点交叉遗传算法 ············································ 廖鑫，石美凤，陈媛 （4,793）

基于合作-竞争关系马尔可夫切换下异质多智能体系统均方二分组一致研究 ······························· 蒲兴成，张玲侠 （4,803）

基于智能合约的微电网P2P 能源交易策略研究 ····························· 李刚，关雪，杨会峰，赵琳颖，辛锐，陈连栋 （4,813）

改进藤壶配尾优化算法求解高维连续优化问题 ············································ 赵世杰，张天然，马世林，王梦晨 （4,823）

多因素波动影响下事件状态的联系数表示研究 ···································································· 崔铁军，李莎莎 （4,833）

IsomapVSG-LIME：一种新的模型无关解释方法 ················································ 向许，于洪，张晓霞，王国胤 （4,841）

未知扰动下的无人水面艇有限时间动态预设性能控制 ·················································· 赵杰，蔡成涛，乔人杰 （4,849）

基于特征迁移的螺栓图像超分辨率处理方法 ······································ 戚银城，耿劭锋，赵振兵，吕雪纯，孙梦 （4,858）

仿猛禽视觉多分辨率的海上无人艇协同跟踪 ··························································· 徐小斌，段海滨，曾志刚 （4,867）

基于弹性权重巩固与知识蒸馏的垃圾持续分类 ··············································· 张静宇，续欣莹，谢刚，刘华平 （4,878）

基于多尺度和注意力机制的混合监督金属表面缺陷检测 ·························· 孙博言，王洪元，刘乾，冯尊登，唐郢 （4,886）

大模型关联度预测的形式化和语义解释研究 ··················································································· 陈小平 （4,894）

浅谈超级认知智能 ···························································································································· 唐杰 （5）

基于强化学习的水下高速航行体纵向运动控制研究 ········································· 白涛，董勤浩，冯梓昆，李雪华 （5,902）

多尺度特征融合的双判别器残差生成对抗网络 ··························································· 管凤旭，路斯棋，郑岩 （5,917）

知识推理框架下的改进自组织映射方法设计 ·········································································· 杨伟凯，王艳 （5,926）

注意力机制和图卷积神经网络引导的谱聚类方法 ····················································· 陈容珊，高淑萍，齐小刚 （5,936）

面向模糊C 均值算法的MAME 聚类有效性指标 ························································· 唐益明，陈仁好，李冰 （5,945）

基于自注意力机制与卷积ONLSTM 网络的软测量算法 ················································· 李祥宇，隋璘，熊伟丽 （5,957）

基于深度可分离空洞卷积金字塔的变压器渗漏油检测 ·························· 赵文清，刘亮，胡嘉伟，翟永杰，赵振兵 （5,966）

数据流形边界及其分布条件的增量式降维算法 ··························································· 赵光华，杨焘，付冬梅 （5,975）

优化分类的弱目标孪生网络跟踪研究 ················································································ 姜文涛，张大鹏 （5,984）

基于空时对抗变分自编码器的人群异常行为检测 ···················· 邢天祎，郭茂祖，陈加栋，赵玲玲，陈琳鑫，田乐 （5,994）

不平衡小样本基于局部域对抗适应网络的发动机振动预测模型 ·········· 季友昌，袁伟伟，毛善斌，任春红，关东海 （5,1005）

潜在多步马尔可夫概率的鲁棒无监督特征选择 ··································································· 过伶俐，陈秀宏 （5,1017）

基于点集匹配的缺陷样本图像生成方法 ···················································· 高海洋，张明川，葛泉波，刘华平 （5,1030）

采用轻量级姿态估计网络的脊柱侧弯筛查方法 ········································ 魏旋旋，黄子健，曹乐，杨皓，方宇 （5,1039）

融合可拓学与在线评论挖掘的产品改进需求识别研究 ····································· 于志刚，成思源，杨雪荣，谢通 （5,1047）

多策略融合的改进黏菌算法及其应用 ·············································· 卢万杰，陈子林，付华，王志中，王久阳 （5,1060）

耦合演化采样和深度解码的可解释网络流量异常检测模型 ··········································· 孙俊，谢振平，王洪波 （5,1070）

双分支跨级特征融合的自然场景文本检测 ···················································· 刘光辉，张钰敏，孟月波，占华 （5,1079）

面向阿尔茨海默症辅助诊断的多尺度域适应网络 ······················································· 蔡鸿顺，张琼敏，龙颖 （5,1090）

面向异构分布式机器学习的动态自适应并行加速方法 ······························· 马翔，申国伟，郭春，崔允贺，陈意 （5,1099）

深度残差收缩网络的多特征锅炉炉管声波信号故障识别 ··········································· 杨正理，吴馥云，陈海霞 （5,1108）

压缩感知重构算法的两步深度展开策略研究 ····························································· 邵凯，闫力力，王光宇 （5,1117）

融合聚类和小生境搜索的多模态多目标优化算法 ·············································· 顾清华，唐慧，李学现，江松 （5,1127）

装备智能健康管理技术 ··················································································································· 胡昌华 （6）

麻将博弈AI 构建方法综述 ······································································· 李霞丽，王昭琦，刘博，吴立成 （6,1143）

战场目标实体类型识别的鲁棒图神经网络方法 ·············································· 周贤琛，马扬，程光权，王红霞 （6,1156）

融合Doc2vec 与GCN 的多类型蛋白质相互作用预测方法 ························································ 曹汉童，陈璟 （6,1165）

融合分层特征与残差蒸馏连接的图像超分辨率重建 ············· 程德强，朱星光，寇旗旗，陈亮亮，王晓艺，赵佳敏 （6,1173）

基于物理先验的深度特征融合水下图像复原 ····························································· 张心祎，谭耀，邢向磊 （6,1185）

基于注意力机制的SOLOA 船舶实例分割算法 ····································· 孙雨鑫，苏丽，陈禹升，苑守正，孟浩 （6,1197）

融合全局与局部特征的跨数据集表情识别方法 ····························································· 梁艳，温兴，潘家辉 （6,1205）

融合知识迁移和改进YOLOv6 的变电设备热像检测方法 ····················· 赵振兵，冯烁，赵文清，翟永杰，王洪涛 （6,1213）

多图融合约束半非负矩阵分解的动作分割方法 ···························· 李国朋，王连清，韩鹍，王宇弘，宋聃，余立 （6,1223）

多移动机器人固定时间编队控制 ············································································ 李洁，师五喜，李宝全 （6,1233）

飞走巡线机器人多模式切换混杂控制方法········································· 秦新燕，李惠东，冯天明，雷金，李博，李兆钧，张杰，王艳琦，贾文兴 （6,1243）

基于语义分割视觉伺服的种苗自动夹取系统设计 ······· 翟永杰，王家豪，张鑫，胡东阳，王乾铭，徐大伟，刘亚军 （6,1259）

基于残差通道注意力的视网膜血管图像分割 ······································································ 王文辉，刘彦隆 （6,1268）

复杂交通环境下智能车辆避障方法研究 ···················································· 李海青，李永福，郑太雄，李洪丞 （6,1275）

结合深度乐谱特征融合的钢琴指法生成方法 ································································ 李锵，吴正彪，关欣 （6,1287）

融合图卷积注意力机制的协同过滤推荐方法 ·············································· 朱金侠，孟祥福，邢长征，张霄雁 （6,1295）

基于联系数和系统功能状态的因素联系分布式构建与应用 ···················································· 崔铁军，李莎莎 （6,1305）

基于Hellinger 距离的正态云相似性度量方法及应用研究 ························································· 许昌林，徐浩 （6,1312）

面向维修资源分配调度的遗传-长鼻浣熊混合优化算法 ············································ 秦敏敏，刘立芳，齐小刚 （6,1322）

基于改进CBS 算法的多智能体路径规划 ··················································· 王卓然，文家燕，谢广明，蒋文宇 （6,1336）

石板材表面缺陷检测的无监督学习方法 ····························································· 王延春秋，葛泉波，刘华平 （6,1344）

对李德毅院士关于“新一代人工智能十问”的哲学思考 ······································································ 魏屹东 （6,1352）