教員総覧 - 田村　慶一 | 広島市立大学

タムラ　ケイイチ Tamura Keiichi
田村　慶一

所属広島市立大学大学院情報科学研究科知能工学専攻

広島市立大学情報科学部知能工学科

職種教授

著書・論文歴
著書	Island-Model-based Distributed Modified Extremal Optimization for Reducing Crossovers in Reconciliation Graph (共著) 2013/11
著書	データベースと知識発見 (共著) 2013/10/10
論文	DFedMD: Decentralized Federated Learning using Model Distillation SCIS&ISIS2024 (共著) 2024/11
論文	Adversarial Attacks for Time Series Classification using Partial Perturbations International Journal of Service and Knowledge Management 8 (2) (共著) 2024/10
論文	Modified MC-MHLF Model using Multi-Channel Input for Time Series Classification IEEE IWCIA2023,71-78頁 (共著) 2023/11/11
論文	Defending against Audio Adversarial Examples based on Multiple-Sub-Detectors International Journal of Computational Intelligence Studies 11 (3/4),253-278頁 (共著) 2023/02
論文	Adversarial Examples of Time Series Data based on Partial Perturbations IIAI AAI 2022 (共著) 2022/07
論文	Anytime Cell-based DBSCAN Algorithm that Connects Randomly Selected Cells and Its Performance Evaluation International Journal of Service and Knowledge Management 6 (1) (共著) 2022/03/14
論文	Protection Method based on Multiple Sub-Detectors against Audio Adversarial Examples IEEE IWCIA2021,130-136頁 (共著) 2021/11
論文	Compression of Time Series Classification Model MC-MHLF using Knowledge Distillation IEEE SMC2021,22-27頁 (共著) 2021/10
論文	Detecting Adversarial Examples for Time Series Classification and its Performance Evaluation,569-581頁 (共著) 2021/06
論文	Detecting Audio Adversarial Examples for Protecting Speech-to-Text Transcription Neural Network International Journal of Computational Intelligence Studies Vol.10 (No.2/3),161-180頁 (共著) 2021/05
論文	(n, m)-Layer MC-MHLF: Deep Neural Network for Classifying Time Series 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC),198-204頁 (共著) 2020/10
論文	Analyzing Geo-tagged Tweets about COVID-19 in Japan using MACD-Histogram-based Burst Detection 11th International Conference on E-Service and Knowledge Management (ESKM 2020),822-823頁 (共著) 2020/09
論文	Anytime Algorithm for Cell-based DBSCAN by Connecting Randomly Selected Cells 11th International Conference on E-Service and Knowledge Management (ESKM 2020),68-73頁 (共著) 2020/09
論文	Multi-Channel MHLFを⽤いた時系列データの分類⼿法情報処理学会論文誌数理モデルとその応用(TOM) 13 (2),22-35頁 (共著) 2020/08/28
論文	Multi-Channel MHLF: LSTM-FCN using MACD-Histogram with Multi-Channel Input for Time Series Classiﬁcation Proceedings of 2019 IEEE 11th International Workshop on Computational Intelligence & Applications (IWCIA),67-72頁 (共著) 2019/11/09
論文	Novel Defense Method against Audio Adversarial Example for Speech-to-Text Transcription Neural Networks Proceedings of 2019 IEEE 11th International Workshop on Computational Intelligence & Applications (IWCIA),115-120頁 (共著) 2019/11/09
論文	MACD-Histogram-based Fully Convolutional Neural Networks for Classifying Time Series The 2019 6th International Conference on Control, Decision and Information Technologies (CODIT'19) (CoDIT 2019),1049-1054頁 (共著) 2019/04
論文	Time Series Classification using MACD-Histogram-based Recurrence Plot International Journal of Computational Intelligence Studies (IJCIStudies) Vol.7 (No.3),192-213頁 (共著) 2018/11
論文	Classifying Sightseeing Tweets using Convolutional Neural Networks with Multi-Channel Distributed Representation Proceedings of the 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC2018),178-183頁 (共著) 2018/10
論文	Density-based Multimodal Spatial Clustering using Pre-trained Deep Network for Extracting Local Topics Proceedings of the Fifth International ACM SIGMOD Workshop on Managing and Mining Enriched Geo-Spatial Data,7-12頁 (共著) 2018/06
論文	最小外接矩形とセルの再帰分割を用いたセルベースのDBSCANの高速化電子情報通信学会論文誌 D J101-D (4),690-701頁 (共著) 2018/04/01
論文	Multi-Channel Distributed Representation for Classifying Tweets by using Convolutional Neural Networks Proceedings of the International Multi Conference of Engi-neers and Computer Scientists 2018 Vol I,278-283頁 (共著) 2018/03
論文	Adaptive Distributed Modified Extremal Optimization for Maximizing Contact Map Overlap and Its Performance Evaluation “Innovative Computational Intelligence Methods for Data Sciences and Applications" in International Journal of Computational Intelligence Studies (IJCIStudies) Vol. 6 (No. 4),288-310頁 (共著) 2017/12
論文	Clustering of Time Series using Hybrid Symbolic Aggregate Approximation Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence (SSCI) (SSCI 2017),2041-2048頁 (共著) 2017/11
論文	MACD-Histogram-based Recurrence Plot: A New Representation for Time Series Classification Proceedings of 2017 IEEE 10th International Workshop on Computational Intelligence and Applications (IWCIA),135-140頁 (共著) 2017/11
論文	Photo Image Classification using Pre-trained Deep Network for Density-based Spatiotemporal Analysis System Proceedings of 2017 IEEE 10th International Workshop on Computational Intelligence & Applications (IWCIA),207-212頁 (共著) 2017/11
論文	Cell-based DBSCAN Algorithm using Minimum Bounding Rectangle Criteria Database Systems for Advanced Applications, DASFAA 2017 International Workshops: BDMS, BDQM, SeCoP, and DMMOOC, Suzhou, China, March 27-30, 2017, Proceedings,133-144頁 (共著) 2017/03
論文	MHSAX-based Time Series Classification using Local Sequence Alignment Technique Proceedings of the International MultiConference of Engineers and Computer Scientists 2017 Vol I,286-291頁 (共著) 2017/03
論文	ギブスサンプラに基づくアミノ酸配列モチーフの高精度抽出法情報処理学会論文誌数理モデル化と応用（TOM） 9 (3),32-43頁 (共著) 2016/12
論文	Contact Map Overlap Maximization using Adaptive Distributed Modified Extremal Optimization Proceedings of 2016 IEEE 9th International Workshop on Computational Intelligence and Applications (IWCIA),87-91頁 (共著) 2016/11
論文	Time Series Classification using MACD-Histogram-based SAX and Its Performance Evaluation Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics,2419-2424頁 (共著) 2016/10
論文	Location-based Temporal Burst Detection using Outlier Factors in Geo-tagged Tweets Proceedings of 5th IIAI International Conference on Advanced Applied Informatics IIAI-AAI 2016,191-196頁 (共著) 2016/07
論文	Parallel Processing for Density-based Spatial Clustering Algorithm using Complex Grid Partitioning and its Performance Evaluation The 22nd International Conference on Parallel and Distributed Processing Techniques and Applications,337-343頁 (共著) 2016/07
論文	Density-based Spatiotemporal Analysis System with Photo Image Classifier using the BoF Model Information Engineering Express (IEE) 1 (4),85-94頁 (共著) 2015/12
論文	A New Distributed Modified Extremal Optimization for Optimizing Protein Structure Alignment Proceedings of 2015 IEEE 8th International Workshop on Computational Intelligence and Applications (IWCIA),109-114頁 (共著) 2015/11
論文	Identifying Main Topics in Density-based Spatial Clusters using Network-based Representative Document Extraction Proceedings of 2015 IEEE 8th International Workshop on Computational Intelligence and Applications (IWCIA),77-82頁 (共著) 2015/11
論文	Real-time Local Topic Extraction using Density-based Adaptive Spatiotemporal Clustering for Enhancing Local Situation Awareness Proceedings of the 7th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management,203-210頁 (共著) 2015/11
論文	Identifying Local Temporal Burstiness using MACD Histogram Proceedings of the 2015 IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2015),2666-2671頁 (共著) 2015/10
論文	Extracting Topic-related Photos in Density-based Spatiotemporal Analysis System for Enhancing Situation Awareness Proceedings of 4th IIAI International Conference on Advanced Applied Informatics IIAI-AAI 2015,201-206頁 (共著) 2015/07
論文	Summarizing Results of Keyword Search on Social Photos using Clustering-based Burst Detection Proceedings of 4th IIAI International Conference on Advanced Applied Informatics IIAI-AAI 2015,715-716頁 (共著) 2015/07
論文	Identifying local burstiness in a sequence of batched georeferenced documents International Journal of Electronic Commerce Studies (IJECS) 5 (2),269-288頁 (共著) 2015/06
論文	幾何学的接尾辞木の高速処理方式情報処理学会論文誌データベース 8 (2),57-67頁 (共著) 2015/06
論文	Emergency Situation Awareness during Natural Disasters using Density-based Adaptive Spatiotemporal Clustering Database Systems for Advanced Applications: DASFAA 2015 International Workshops, SeCoP, BDMS, and Posters, Hanoi, Vietnam, April 20-23, 2015, Revised Selected Papers, Lecture Notes in Computer Science (LNCS), Springer-Verlag, Vol.9052,155-169頁 (共著) 2015/04/20
論文	Real-time Analysis Application for Identifying Bursty Local Areas Related to Emergency Topics SpringerPlus 4 (162) (共著) 2015/04/03
論文	Density-based Semantic Spatial Clustering for Extracting Areas of Interesting in Geo-tagged Photo Images,201-206頁 (共著) 2015/03
論文	Bio-inspired Heuristic for Optimizing Protein Structure Alignment using Distributed Modified Extremal Optimization Proceedings of 2014 IEEE 7th International Workshop on Computational Intelligence and Applications (IWCIA),23-28頁 (共著) 2014/11
論文	Identifying burstiness of local topic using location-based burst detection with a classifier technique Proceeding of 2014 IEEE 7th International Workshop on Computational Intelligence and Applications (IWCIA),225-230頁 (共著) 2014/11
論文	Identifying Bursty Areas of Emergency Topics in Geotagged Tweets using Density-based Spatiotemporal Clustering Algorithm Proceedings of 2014 IEEE 7th International Workshop on Computational Intelligence and Applications (IWCIA),95-100頁 (共著) 2014/11
論文	Parallel Processing for Distance-Based Outlier Detection on a Multi-core CPU Proceedings of 2014 IEEE 7th International Workshop on Computational Intelligence and Applications (IWCIA),65-70頁 (共著) 2014/11
論文	A New Parallelization Model for Detecting Temporal Bursts in Large-Scale Document Streams on a Multi-Core CPU Proceedings of The 2014 IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2014),519-524頁 (共著) 2014/10
論文	Density-based Adaptive Spatial Clustering Algorithm for Identifying Local High-Density Areas in Georeferenced Documents Proceedings of The 2014 IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2014),513-518頁 (共著) 2014/10
論文	A New Method for Identifying Location-Based Bursts in a Sequence of Batched Georeferenced Documents Proceedings of International Conference on INTERNET STUDIES (Nets2014),1-15頁 (共著) 2014/08
論文	A New Density-based Spatial Clustering Algorithm for Extracting Attractive Local Regions in Georeferenced Documents Proceedings of the International MultiConference of Engineers and Computer Scientists 2014 Vol I,360-365頁 (共著) 2014/03
論文	Island-Model-based Distributed Modified Extremal Optimization with Tabu Lists for Reducing Crossovers in Reconciliation Graph Proceedings of the International MultiConference of Engineers and Computer Scientists 2014 Vol I,1-6頁 (共著) 2014/03
論文	Multiple Buffering for Parallel Approximate Sequence Matching using Disk-based Suffix Tree on Multi-core CPU The GSTF Journal on Computing Vol.3 (No.3),51-57頁 (共著) 2014/02
論文	CMO問題に対する改良版EOを用いた発見的解法情報処理学会論文誌数理モデル化と応用 Vol.6 (No.3),87-99頁 (共著) 2013/12
論文	幾何学的なサフィックス木による高速類似構造検索手法情報処理学会論文誌　データベース Vol.6 (No.5),62-70頁 (共著) 2013/12
論文	Density-based Spatiotemporal Clustering Algorithm for Extracting Bursty Areas from Georeferenced Documents Proceedings of The 2013 IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2013),2079-2084頁 (共著) 2013/10
論文	Detecting Location-based Enumerating Bursts in Georeferenced Micro-Posts Proceedings of Second IIAI International Conference on Advanced Applied Informatics IIAI-AAI 2013,389-394頁 (共著) 2013/09
論文	Population-based Modified Extremal Optimization for Contact Map Overlap Maximization Problem Proceedings of Second IIAI International Conference on Advanced Applied Informatics IIAI-AAI 2013,245-250頁 (共著) 2013/09
論文	Location-based Burst Detection Algorithm for Georeferenced Document Streams based on User’s Moving Direction Proceeding of 2013 IEEE 6th International Workshop on Computational Intelligence and Applications (IWCIA),137-142頁 (共著) 2013/07/13
論文	Parallel Processing of Approximate Sequence matching using Disk-based Suffix Tree on Multi-core CPU Proceedings of 2013 IEEE 6th International Workshop on Computational Intelligence and Applications (IWCIA),57-62頁 (共著) 2013/07/13
論文	Distributed Modified Extremal Optimization using Island Model for Reducing Crossovers in Reconciliation Graph Engineering Letters 21 (2),81-88頁 (共著) 2013/05/21
論文	Distributed Modified Extremal Optimization for Reducing Crossovers in Reconciliation Graph Proceedings of the International MultiConference of Engineers and Computer Scientists 2013 Vol I,1-6頁 (共著) 2013/03/13
論文	Parallel Processing of Burst Detection in Large‐Scale Document Streams and Its Performance Evaluation The GSTF Journal on Computing Vol.2 (No.4),7pages (共著) 2013/01
論文	Parallel processing for stepwise generalisation method on multi-core PC cluster International Journal of Knowledge and Web Intelligence 3 (2),88-109頁 (共著) 2012/12
論文	Clustering-based Burst-detection Algorithm for Web-image Document Stream on Social Media Proceedings of the 2012 IEEE International Conference on Systems， Man，and Cybernetics (IEEE SMC 2012),697-702頁 (共著) 2012/10
論文	Optimal Protein Structure Alignment using Modified Extremal Optimization Proceedings of The 2012 IEEE International Conference on Systems，Man， and Cybernetics (IEEE SMC 2012),703-708頁 (共著) 2012/10
論文	Parallel Processing of Burst Detection in Large-Scale Document Streams Proceedings of 3rd Annual International Conference on Advances in Distributed and Parallel Computing,60-65頁 (共著) 2012/09
論文	Location-Based Burst Detection Algorithm in Spatiotemporal Document Stream Proceedings of the 2012 International Conference on Data Mining (DMIN12),195-201頁 (共著) 2012/07/18
論文	Modified EO-based Evolutionary Algorithm for Reducing Crossovers of Reconciliation Graph Proceedings of Second World Congress on Nature and Biologically Inspired Computing (NaBIC2010),169-176頁 (共著) 2010/12
論文	Index-based Similar Substructure Searching Using RMSD in Protein Structure Databases Proceedings of the 2010 International Conference on Information & Knowledge Engineering (IKE'10), CSREA Press, Vol.Ⅱ,431-437頁 (共著) 2010/07
論文	Mining Minimum Generalized Set Based on Multiple Alignments from Mismatch Cluster Proceedings of The 2010 International Conference on Bioinformatics and Computational Biology,35-41頁 (共著) 2010/07
論文	段階的一般化法によるミスマッチクラスタを表現する最小汎化集合の効率的抽出電子情報通信学会論文誌D「データ工学特集号」 J93-D (3),189-202頁 (共著) 2010/03
論文	A Method for Constructing Disk-based Indexes for 3-D Protein Structure Databases Proceedings of the 2009 International Conference on Information & Knowledge Engineering (IKE'09),658-662頁 (共著) 2009/07
論文	Extracting Similar Subsequences by Gibbs Sampling with Distributed MGG Proceedings of the 2009 International Conference on Parallel & Distributed Processing Techniques & Applications (PDPTA'09),669-675頁 (共著) 2009/07
論文	A Stepwise Generalization Method for Extracting Minimum Generalized Set of Mismatch Cluster Proceedings of The 2008 International Conference on Bioinformatics and Computational Biology,998-1004頁 (共著) 2008/07
論文	Parallel Construction Method of a Disk-Based Suffix Tree on a PC Cluster Proceedings of the 2008 International Conference on Parallel & Distributed Processing Techniques & Applications (PDPTA'08), Vol.II,797-803頁 (共著) 2008/07
論文	密な部分構造抽出のための階層的凝集型クラスタリング手法日本データベース学会論文誌(Journal of the DBSJ) 7 (1),275-280頁 (共著) 2008/06
論文	Extremal Optimizationによる調停グラフの交差数減少情報処理学会論文誌数理モデル化と応用 49 (SIG4(TOM20)),105-116頁 (共著) 2008/03
論文	ブログユーザ空間からの重複を許した頻出コミュニティ抽出法情報処理学会論文誌数理モデル化と応用 49 (SIG4(TOM20)),93-104頁 (共著) 2008/03
論文	A New Dynamic Load Balancing Technique for Parallel Modified PrefixSpan with Distributed Worker Paradigm and Its Performance Evaluation Proceedings of the Sixth International Symposium on High Performance Computing (ISHPC-VI), Lecture Notes in Computer Science (LNCS), Springer-Verlag, Vol.4759,227-237頁 (共著) 2008/01
論文	Extraction of Ambiguous Sequential Patterns with Least Minimum Generalization from Mismatch Clusters Proceedings of The Third International Conference on Signal-Image Technology & Internet-Base system (SITIS' 2007),32-39頁 (共著) 2007/12
論文	ミスマッチクラスタに対する最小汎化パターン抽出方式日本データベース学会Letters(DBSJ Letters) 6 (3),5-8頁 (共著) 2007/12
論文	A Extraction Method of Overlapping Cluster based on Network Structure Analysis Proceedings of the 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology, Workshops on Intelligent Web Interaction 2007(IWI2007),212-216頁 (共著) 2007/11
論文	Method for Extracting Frequent Communities from Blog User Spaces Proceedings of the 2007 International Conference on Parallel & Distributed Processing Techniques & Applications (PDPTA'07), Vol.II,773-779頁 (共著) 2007/06
論文	ブログデータ集合から頻出なコミュニティ抽出手法日本データベース学会Letters(DBSJ Letters) 6 (1),189-192頁 (共著) 2007/06
論文	極小かつ非冗長な可変長ワイルドカード領域をもつ頻出パターンの抽出電子情報通信学会　電子情報通信学会和文論文誌Ｄ「データ工学特集号」 J90-D (2),281-291頁 (共著) 2007/02
論文	Dynamic Load Balancing Technique for Modified PrefixSpan on a Grid Environment with Distributed Worker Model Proceedings of The 2006 International Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA'06 & RTCOMP'06), Vol.Ⅱ,895-901頁 (共著) 2006/06
論文	Extraction for Frequent Sequential Patterns with Minimum Varaible-Wildcard Regions Proceedings of The 2006 International Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA'06 & RTCOMP'06), Vol.Ⅱ,825-831頁 (共著) 2006/06
論文	極小な可変長ワイルドカード領域を持つ頻出配列パターンの抽出日本データベース学会Letters(DBSJ Letters) 5 (1),117-120頁 (共著) 2006/06
論文	PCクラスタにおける混合整数計画問題の並列処理とその性能評価情報処理学会論文誌数理モデル化と応用 46 (SIG 17(TOM 13)),56-69頁 (共著) 2005/12
論文	遺伝的プログラミングによる調停グラフ交差数減少のための並列分散処理 FCS/テクノシンポ/MPS2005論文集,271-278頁 (共著) 2005/10
論文	並列Modified PrefixSpan法のグリッド化とその動的負荷分散手法 FCS/テクノシンポ/MPS2005論文集,241-248頁 (共著) 2005/10
論文	Modified PrefixSpan法の並列化と動的負荷分散手法情報処理学会論文誌数理モデル化と応用 46 (No. SIG 10(TOM 12)),138-152頁 (共著) 2005/06
論文	グリッド環境下における Modified PrefixSpan 法の並列処理とその動的負荷分散方式先進的計算基盤システムシンポジウム（SACSIS2005）論文集,161-168頁 (共著) 2005/05
論文	Parallel Processing of Modified PrefixSpan with Distributed Worker Paradigm and Its Dynamic Load Balancing Proceedings of InternationalSpecial Workshop on Databases for Next Generation Researchers in Memoriam of Prof. Kambayashi (SWOD2005),96-99頁 (共著) 2005/04
論文	Dynamic Load Balancing for Parallel Modified PrefixSpan Proceedings of The 2004 International Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA'04), Vol.1,352-358頁 (共著) 2004/06
論文	Modified PrefixSpan法を用いた頻出正規パターンの抽出をめざして日本データベース学会Letters（DBSJ Letters） 3 (1),61-64頁 (共著) 2004/06
論文	Implicit LockとExplicit Lockの混在を許すオブジェクトデータベース管理システム「出世魚」のページロックメカニズム九州大学大学院システム情報科学紀要 9 (1),37-42頁 (共著) 2004/03
論文	オブジェクトデータベースシステム「出世魚」における隠蔽ロックの実装第13回コンピュータシステムシンポジウム(CS2003)論文集,103-110頁 (共著) 2003/12
論文	並列Modified PrefixSpan法の設計と実装日本データベース学会Letters（DBSJ Letters） 2 (3),25-28頁 (共著) 2003/12
論文	Design and Implementation of Speculative Implicit Write Lock for Object Database System 'ShusseUo' Proceedings of Symposium on Information Science and Electrical Engineering 2003 (ISEE 2003),299-302頁 (共著) 2003/11
論文	Design and Implementation of Parallel Modified PrefixSpan Method Proceedings of the fifth International Symposium on High Performance Computing, Lecture Notes in Computer Science (LNCS),　Springer-Verlag, Vol.2327,412-422頁 (共著) 2003/10
論文	Performance Evaluation of the Parallel Processing of a 1-Tree Spatial Join for Geographical Databases Proceedings of PYIWIT02 International Workshop on Information technologies for Network Era,143-150頁 (共著) 2002/03
論文	ラウンドロビン分割法による分散地理データベースに於ける並列Spatail Joinの高速化九州大学大学院システム情報科学紀要 6 (2),203-208頁 (共著) 2001/09
論文	The parallel processing of spatial selection for very large geo-spatial databases Proceedings of the Eighth International Conference on Parallel and Distributed Systems(ICPADS2001),721-726頁 (共著) 2001/06
論文	拡張SEQUOIA2000ベンチマークを使った分散並列オブジェクトデータベースシステム「出世魚」の並列処理性能評価九州大学大学院システム情報科学紀要 6 (1),83-88頁 (共著) 2001/03
論文	分散並列オブジェクトデータベースシステム「出世魚」におけるDistributed Wait Depth Limitedデッドロック回避法の実装情報処理学会論文誌データベース 42 (SIG1 (TOD 8)),159-170頁 (共著) 2001/01
論文	Scalability of DSVM-based Parallel Object Database System ShusseUo for Very Large Spatial Database System Proceedings of the Seventh Australasian Conference on Parallel and Real-Time Systems (共著) 2000/11