2023 年總目次

下一代深度學習的思考與若干問題 ···································································································· 焦李成 （1）

基于深度強化學習的動態裝配算法 ························································································· 王竣禾，姜勇 （1,2）

面向不完整多視圖聚類的深度互信息最大化方法 ·························································· 張智慧，楊燕，張熠玲 （1,12）

基于深度強化學習的節能工藝路線發現方法 ································································ 陶鑫鈺，王艷，紀志成 （1,23）

關鍵點圖對比圖像分類方法 ···················································· 盧毅，陳亞冉，趙冬斌，劉暴，來志超，王超楠 （1,36）

結合局部標記序關系的弱監督標記分布學習 ································································ 秦天，滕齊發，賈修一 （1,47）

采用離群點檢測技術的混合型數據聚類初始化方法 ·············································· 楊志勇，江峰，于旭，杜軍威 （1,56）

自監督對比特征學習的多模態乳腺超聲診斷 ··································································· 丁維昌，施俊，王駿 （1,66）

基于輸出誤差模型優化的甲板運動預報算法研究 ··································································· 王鑫琦，朱齊丹 （1,75）

改進YOLOv5s 的遙感圖像目標檢測 ··························································· 趙文清，康懌瑾，趙振兵，翟永杰 （1,86）

求解多目標點路徑規劃問題的離散頭腦風暴算法 ································································ 陳強，馬健，楊蘩 （1,96）

融合動態反向學習的阿奎拉鷹與哈里斯鷹混合優化算法 ·························· 賈鶴鳴，劉慶鑫，劉宇翔，王爽，吳迪 （1,104）

逆模型下的高效聲源定位算法研究 ······································································· 趙達達，齊小剛，馮海林 （1,117）

系統多功能狀態表達式構建及其置信度研究 ······································································· 崔鐵軍，李莎莎 （1,124）

面向魯棒口語理解的聲學組塊混淆語言模型微調算法 ··············································· 李榮軍，郭秀焱，楊靜遠 （1,131）

基于四元數門控圖神經網絡的腳本事件預測 ·························· 車飛虎，張大偉，邵朋朋，楊國花，劉通，陶建華 （1,138）

融合人類認知模式的自主發育網絡及其在手勢識別的應用 ····················································· 韋知辛，方勇純 （1,144）

融合實體描述與路徑信息的知識圖譜表示學習模型 ····························· 李軍懷，武允文，王懷軍，李志超，徐江 （1,153）

概念驅動的小樣本判別特征學習方法 ······························································ 周凱銳，劉鑫，景麗萍，于劍 （1,162）

基于廣義自適應多粒度的多源信息融合研究 ········································· 錢進，童志鋼，余鷹，洪承鑫，苗奪謙 （1,173）

基于Transformer 與技術詞信息的知識產權實體識別方法 ··········································· 王宇暉，杜軍平，邵鎣俠 （1,186）

面向大規模特征選擇的自監督數據驅動粒子群優化算法 ························································ 黎建宇，詹志輝 （1,194）

場景圖譜驅動目標搜索的多智能體強化學習 ··························································· 陸升陽，趙懷林，劉華平 （1,207）

迎接一個人機共生的時代 ················································································································ 郭毅可 （2）

霧霾圖像清晰化算法綜述 ······················································································ 王科平，楊藝，費樹岷 （2,217）

助訓練框架下的半監督軟測量建模方法 ·········································································· 何羅蘇陽，熊偉麗 （2,231）

運動序列的時空結構特征表示模型 ······································································· 康文軒，陳黎飛，郭躬德 （2,240）

面向超大規模數據的自適應譜聚類算法 ···································································· 畢志臻，楊德剛，馮驥 （2,251）

基于混合卷積與三重注意力的高光譜圖像分類網絡 ································ 王瑞婷，王海燕，陳曉，耿信哲，雷濤 （2,260）

不確定成對約束的雙對抗流形傳播方法 ················································································ 孫樂，王士同 （2,270）

結合全局注意力機制的實時語義分割網絡 ········································· 李濤，高志剛，管晟媛，徐久成，馬媛媛 （2,282）

具有角色意識的社區服務型時空眾包任務分配 ············································ 徐靜如，董紅斌，趙炳旭，冀若含 （2,293）

求解動態維修資源優化調度的多目標進化算法 ············································ 齊小剛，王亞洲，班利明，李建華 （2,305）

基于自適應動態窗口改進細菌算法與移動機器人路徑規劃 ························································ 蒲興成，譚令 （2,314）

使用改進Yolov5 的變電站絕緣子串檢測方法 ············································································ 馮晗，姜勇 （2,325）

面向表情識別的重影非對稱殘差注意力網絡模型 ············································ 閆河，李夢雪，張宇寧，劉建騏 （2,333）

融合密集特征金字塔的改進R2CNN 海洋渦旋自動檢測 ···························· 杜艷玲，王麗麗，黃冬梅，陳珂，賀琪 （2,341）

基于改進TransGAN 的零樣本圖像識別方法 ···························································· 翟永杰，張智柏，王亞茹 （2,352）

雙流增強融合網絡微表情識別 ···························································································· 陳斌，朱晉寧 （2,360）

基于圖知識推理的輸電線路缺銷螺栓識別方法 ······································ 趙振兵，王睿，趙文清，張珂，翟永杰 （2,372）

機器人視覺聽覺融合的感知操作系統 ························································ 王業飛，葛泉波，劉華平，陸振宇 （2,381）

基于粒的標記增強標記分布學習 ·········································································· 張遠健，趙天娜，苗奪謙 （2,390）

基于多樣性的多視圖低秩稀疏子空間聚類算法 ··························································· 王麗娟，丁世飛，夏菁 （2,399）

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

仿生撲翼無人系統研究綜述 ·········································································· 王軍，張震，李富強，盧宣成 （3,410）

嵌入視覺關系掩碼的多類別金具檢測方法 ········································· 王巍，楊耀權，王乾銘，翟永杰，趙振兵 （3,440）

改進ResNeSt 網絡的拓片甲骨文字識別 ············································································· 毛亞菲，畢曉君 （3,450）

融合遞歸自編解碼器的蒙卡畫面重構降噪方法 ······································································· 盧娟，陳純毅 （3,459）

基于深度學習的柔性流水車間排產優化問題研究 ····························· 韓忠華，黎愷嘉，周曉鋒，王繼娜，孫亮亮 （3,468）

車輛多目標交互行為建模的軌跡預測方法 ······························································ 趙靖文，李煊鵬，張為公 （3,480）

天基遙感中航天器撓性對成像區域的影響 ······································ 鄒紉秋，張加友，宋祥帥，謝亞恩，吳限德 （3,489）

結合CWT 和LightweightNet 的滾動軸承實時故障診斷方法 ···························· 李飛龍，和偉輝，劉立芳，齊小剛 （3,496）

注意力優化的輕量目標檢測網絡及應用 ··························································· 吳珺，董佳明，劉欣，王春枝 （3,506）

基于用戶記憶矩陣的長序列推薦算法 ············································ 鹿祥志，孫福振，王紹卿，董家瑋，吳相帥 （3,517）

復雜機場道面外來異物高精度實時檢測算法 ··············································· 李海豐，李紀霖，王懷超，桂仲成 （3,525）

SPNCC 與一維雙通道CNN-LSTM 相結合的變壓器局部放電故障音頻檢測 ······················· 翟學明，郭嘉，翟羽佳 （3,534）

改進的輕量化人臉識別算法 ··················································································· 屈東東，賀利樂，何林 （3,544）

云制造系統中區塊鏈排隊時延分析與仿真 ································································· 徐楊楊，王艷，紀志成 （3,552）

基于對象更新的鄰域多粒度粗糙集模型增量式算法 ································································· 陳寶國，鄧明 （3,562）

實體結構與語義融合的多層注意力知識表示學習 ············································ 郭一楠，王斌，鞏敦衛，于澤寬 （3,577）

長短滑窗慢特征分析與時序關聯規則挖掘的過渡過程識別 ····························· 劉金平，匡亞彬，趙爽爽，楊廣益 （3,589）

一種邊緣梯度插值的雙分支deeplabv3+語義分割模型 ·········································· 王瀟棠，閆河，劉建騏，張燁 （3,604）

區間值模糊推理的邏輯度量空間 ······················································································ 羅敏霞，徐東輝 （3,613）

基于加權信息?；亩鄻擞洈祿卣鬟x擇算法 ······································································· 胡軍，王海峰 （3,619）

融合經驗反思機制的教與學優化算法 ····················································· 吳迪，賈鶴鳴，劉慶鑫，齊琦，王爽 （3,629）

李群機器學習為解決“定性+定量” 復雜問題提供 新范式 ········································································· 李凡長 （4）

人工智能中的類比推理研究綜述 ························································································· 潘正華，王勇 （4,643）

軟件定義網絡故障診斷綜述 ················································································ 齊小剛，單明媚，張皓然 （4,662）

沖擊噪聲下基于演化長短時記憶神經網絡的調制信號識別 ················· 高洪元，王世豪，程建華，郭瑞晨，張志偉 （4,676）

多重注意力指導下的異構圖嵌入方法 ··························································· 孟祥福，溫晶，李子函，紀鴻樟 （4,688）

基于注意力殘差U-Net 的皮膚鏡圖像分割方法 ······································································· 沈鑫，魏利勝 （4,699）

基于稀疏重構消歧的偏標記分類算法 ···································································· 殷建華，劉振丙，魏黃曌 （4,708）

面向流形數據的共享近鄰密度峰值聚類算法 ········································· 趙嘉，馬清，肖人彬，潘正祥，韓龍哲 （4,719）

形狀補全引導的Transformer 點云目標檢測方法 ·························································· 周靜，胡怡宇，黃心漢 （4,731）

不完整數據分類與缺失信息重要性識別特權LSSVM ································································ 吳晗，王士同 （4,743）

自適應時空正則化的相關濾波目標跟蹤 ············································································· 姜文濤，孟慶姣 （4,754）

聯合超聲甲狀腺結節分割與分類的多任務方法研究 ··································· 劉俠，呂志偉，王波，王狄，謝林浩 （4,764）

基于卷積神經網絡的“拱豬”博弈算法 ············································· 吳立成，吳啟飛，鐘宏鳴，王世堯，李霞麗 （4,775）

上下文空間與實例信息的皮膚鏡圖像自監督分類 ··································· 劉嘉軒，胡非易，張輝，張金洲，李玲 （4,783）

求解連續型分布式約束優化問題的自適應多點交叉遺傳算法 ············································ 廖鑫，石美鳳，陳媛 （4,793）

基于合作-競爭關系馬爾可夫切換下異質多智能體系統均方二分組一致研究 ······························· 蒲興成，張玲俠 （4,803）

基于智能合約的微電網P2P 能源交易策略研究 ····························· 李剛，關雪，楊會峰，趙琳穎，辛銳，陳連棟 （4,813）

改進藤壺配尾優化算法求解高維連續優化問題 ············································ 趙世杰，張天然，馬世林，王夢晨 （4,823）

多因素波動影響下事件狀態的聯系數表示研究 ···································································· 崔鐵軍，李莎莎 （4,833）

IsomapVSG-LIME：一種新的模型無關解釋方法 ················································ 向許，于洪，張曉霞，王國胤 （4,841）

未知擾動下的無人水面艇有限時間動態預設性能控制 ·················································· 趙杰，蔡成濤，喬人杰 （4,849）

基于特征遷移的螺栓圖像超分辨率處理方法 ······································ 戚銀城，耿劭鋒，趙振兵，呂雪純，孫夢 （4,858）

仿猛禽視覺多分辨率的海上無人艇協同跟蹤 ··························································· 徐小斌，段海濱，曾志剛 （4,867）

基于彈性權重鞏固與知識蒸餾的垃圾持續分類 ··············································· 張靜宇，續欣瑩，謝剛，劉華平 （4,878）

基于多尺度和注意力機制的混合監督金屬表面缺陷檢測 ·························· 孫博言，王洪元，劉乾，馮尊登，唐郢 （4,886）

大模型關聯度預測的形式化和語義解釋研究 ··················································································· 陳小平 （4,894）

淺談超級認知智能 ···························································································································· 唐杰 （5）

基于強化學習的水下高速航行體縱向運動控制研究 ········································· 白濤，董勤浩，馮梓昆，李雪華 （5,902）

多尺度特征融合的雙判別器殘差生成對抗網絡 ··························································· 管鳳旭，路斯棋，鄭巖 （5,917）

知識推理框架下的改進自組織映射方法設計 ·········································································· 楊偉凱，王艷 （5,926）

注意力機制和圖卷積神經網絡引導的譜聚類方法 ····················································· 陳容珊，高淑萍，齊小剛 （5,936）

面向模糊C 均值算法的MAME 聚類有效性指標 ························································· 唐益明，陳仁好，李冰 （5,945）

基于自注意力機制與卷積ONLSTM 網絡的軟測量算法 ················································· 李祥宇，隋璘，熊偉麗 （5,957）

基于深度可分離空洞卷積金字塔的變壓器滲漏油檢測 ·························· 趙文清，劉亮，胡嘉偉，翟永杰，趙振兵 （5,966）

數據流形邊界及其分布條件的增量式降維算法 ··························································· 趙光華，楊燾，付冬梅 （5,975）

優化分類的弱目標孿生網絡跟蹤研究 ················································································ 姜文濤，張大鵬 （5,984）

基于空時對抗變分自編碼器的人群異常行為檢測 ···················· 邢天祎，郭茂祖，陳加棟，趙玲玲，陳琳鑫，田樂 （5,994）

不平衡小樣本基于局部域對抗適應網絡的發動機振動預測模型 ·········· 季友昌，袁偉偉，毛善斌，任春紅，關東海 （5,1005）

潛在多步馬爾可夫概率的魯棒無監督特征選擇 ··································································· 過伶俐，陳秀宏 （5,1017）

基于點集匹配的缺陷樣本圖像生成方法 ···················································· 高海洋，張明川，葛泉波，劉華平 （5,1030）

采用輕量級姿態估計網絡的脊柱側彎篩查方法 ········································ 魏旋旋，黃子健，曹樂，楊皓，方宇 （5,1039）

融合可拓學與在線評論挖掘的產品改進需求識別研究 ····································· 于志剛，成思源，楊雪榮，謝通 （5,1047）

多策略融合的改進黏菌算法及其應用 ·············································· 盧萬杰，陳子林，付華，王志中，王久陽 （5,1060）

耦合演化采樣和深度解碼的可解釋網絡流量異常檢測模型 ··········································· 孫俊，謝振平，王洪波 （5,1070）

雙分支跨級特征融合的自然場景文本檢測 ···················································· 劉光輝，張鈺敏，孟月波，占華 （5,1079）

面向阿爾茨海默癥輔助診斷的多尺度域適應網絡 ······················································· 蔡鴻順，張瓊敏，龍穎 （5,1090）

面向異構分布式機器學習的動態自適應并行加速方法 ······························· 馬翔，申國偉，郭春，崔允賀，陳意 （5,1099）

深度殘差收縮網絡的多特征鍋爐爐管聲波信號故障識別 ··········································· 楊正理，吳馥云，陳海霞 （5,1108）

壓縮感知重構算法的兩步深度展開策略研究 ····························································· 邵凱，閆力力，王光宇 （5,1117）

融合聚類和小生境搜索的多模態多目標優化算法 ·············································· 顧清華，唐慧，李學現，江松 （5,1127）

裝備智能健康管理技術 ··················································································································· 胡昌華 （6）

麻將博弈AI 構建方法綜述 ······································································· 李霞麗，王昭琦，劉博，吳立成 （6,1143）

戰場目標實體類型識別的魯棒圖神經網絡方法 ·············································· 周賢琛，馬揚，程光權，王紅霞 （6,1156）

融合Doc2vec 與GCN 的多類型蛋白質相互作用預測方法 ························································ 曹漢童，陳璟 （6,1165）

融合分層特征與殘差蒸餾連接的圖像超分辨率重建 ············· 程德強，朱星光，寇旗旗，陳亮亮，王曉藝，趙佳敏 （6,1173）

基于物理先驗的深度特征融合水下圖像復原 ····························································· 張心祎，譚耀，邢向磊 （6,1185）

基于注意力機制的SOLOA 船舶實例分割算法 ····································· 孫雨鑫，蘇麗，陳禹升，苑守正，孟浩 （6,1197）

融合全局與局部特征的跨數據集表情識別方法 ····························································· 梁艷，溫興，潘家輝 （6,1205）

融合知識遷移和改進YOLOv6 的變電設備熱像檢測方法 ····················· 趙振兵，馮爍，趙文清，翟永杰，王洪濤 （6,1213）

多圖融合約束半非負矩陣分解的動作分割方法 ···························· 李國朋，王連清，韓鹍，王宇弘，宋聃，余立 （6,1223）

多移動機器人固定時間編隊控制 ············································································ 李潔，師五喜，李寶全 （6,1233）

飛走巡線機器人多模式切換混雜控制方法········································· 秦新燕，李惠東，馮天明，雷金，李博，李兆鈞，張杰，王艷琦，賈文興 （6,1243）

基于語義分割視覺伺服的種苗自動夾取系統設計 ······· 翟永杰，王家豪，張鑫，胡東陽，王乾銘，徐大偉，劉亞軍 （6,1259）

基于殘差通道注意力的視網膜血管圖像分割 ······································································ 王文輝，劉彥隆 （6,1268）

復雜交通環境下智能車輛避障方法研究 ···················································· 李海青，李永福，鄭太雄，李洪丞 （6,1275）

結合深度樂譜特征融合的鋼琴指法生成方法 ································································ 李鏘，吳正彪，關欣 （6,1287）

融合圖卷積注意力機制的協同過濾推薦方法 ·············································· 朱金俠，孟祥福，邢長征，張霄雁 （6,1295）

基于聯系數和系統功能狀態的因素聯系分布式構建與應用 ···················································· 崔鐵軍，李莎莎 （6,1305）

基于Hellinger 距離的正態云相似性度量方法及應用研究 ························································· 許昌林，徐浩 （6,1312）

面向維修資源分配調度的遺傳-長鼻浣熊混合優化算法 ············································ 秦敏敏，劉立芳，齊小剛 （6,1322）

基于改進CBS 算法的多智能體路徑規劃 ··················································· 王卓然，文家燕，謝廣明，蔣文宇 （6,1336）

石板材表面缺陷檢測的無監督學習方法 ····························································· 王延春秋，葛泉波，劉華平 （6,1344）

對李德毅院士關于“新一代人工智能十問”的哲學思考 ······································································ 魏屹東 （6,1352）