IEICE Trans

Keyword : machine learning

A Privacy-Preserving Machine Learning Scheme Using EtC Images Ayana KAWAMURA Yuma KINOSHITA Takayuki NAKACHI Sayaka SHIOTA Hitoshi KIYA
Publication: Publication Date: 2020/12/01 Vol. E103-A No. 12 ; pp. 1571-1578 Type of Manuscript: Special Section PAPER (Special Section on Smart Multimedia & Communication Systems) Category: Cryptography and Information Security Keyword: support vector machine, random forests, machine learning, encryption-then-compression, privacy-preserving,
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Efficient Secure Neural Network Prediction Protocol Reducing Accuracy Degradation Naohisa NISHIDA Tatsumi OBA Yuji UNAGAMI Jason PAUL CRUZ Naoto YANAI Tadanori TERUYA Nuttapong ATTRAPADUNG Takahiro MATSUDA Goichiro HANAOKA
Publication: Publication Date: 2020/12/01 Vol. E103-A No. 12 ; pp. 1367-1380 Type of Manuscript: Special Section PAPER (Special Section on Information Theory and Its Applications) Category: Keyword: secure computation, secret sharing, machine learning, binarized neural networks,
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Experimental Validation of Link Quality Prediction Using Exact Self-Status of Mobility Robots in Wireless LAN Systems Riichi KUDO Matthew COCHRANE Kahoko TAKAHASHI Takeru INOUE Kohei MIZUNO
Publication: Publication Date: 2020/12/01 Vol. E103-B No. 12 ; pp. 1385-1393 Type of Manuscript: Special Section PAPER (Special Section on IoT Sensor Networks and Mobile Intelligence) Category: Keyword: mobility robot, link quality prediction, machine learning, wireless LAN, random forest regression,
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Fundamental Trial on DOA Estimation with Deep Learning Yuya KASE Toshihiko NISHIMURA Takeo OHGANE Yasutaka OGAWA Daisuke KITAYAMA Yoshihisa KISHIYAMA
Publication: Publication Date: 2020/10/01 Vol. E103-B No. 10 ; pp. 1127-1135 Type of Manuscript: PAPER Category: Antennas and Propagation Keyword: DOA estimation, deep learning, machine learning,
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Magic Line: An Integrated Method for Fast Parts Counting and Orientation Recognition Using Industrial Vision Systems Qiaochu ZHAO Ittetsu TANIGUCHI Makoto NAKAMURA Takao ONOYE
Publication: Publication Date: 2020/07/01 Vol. E103-A No. 7 ; pp. 928-936 Type of Manuscript: PAPER Category: Vision Keyword: vibratory parts feeder, industrial vision system, counting method, speed estimation, orientation recognition, machine learning,
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ROPminer: Learning-Based Static Detection of ROP Chain Considering Linkability of ROP Gadgets Toshinori USUI Tomonori IKUSE Yuto OTSUKI Yuhei KAWAKOYA Makoto IWAMURA Jun MIYOSHI Kanta MATSUURA
Publication: Publication Date: 2020/07/01 Vol. E103-D No. 7 ; pp. 1476-1492 Type of Manuscript: Special Section PAPER (Special Section on Information and Communication System Security) Category: Network and System Security Keyword: return-oriented programming, static detection, machine learning,
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Stochastic Discrete First-Order Algorithm for Feature Subset Selection Kota KUDO Yuichi TAKANO Ryo NOMURA
Publication: Publication Date: 2020/07/01 Vol. E103-D No. 7 ; pp. 1693-1702 Type of Manuscript: PAPER Category: Artificial Intelligence, Data Mining Keyword: feature subset selection, optimization algorithm, linear regression, machine learning, statistics,
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Implementation of Real-Time Body Motion Classification Using ZigBee Based Wearable BAN System Masahiro MITTA Minseok KIM Yuki ICHIKAWA
Publication: Publication Date: 2020/06/01 Vol. E103-B No. 6 ; pp. 662-668 Type of Manuscript: Special Section PAPER (Special Section on Information and Communication Technology for IoT/CPS in Medicine and Healthcare) Category: Keyword: motion classification, machine learning, BAN, radio channel, real-time, LQI,
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Detecting Reinforcement Learning-Based Grey Hole Attack in Mobile Wireless Sensor Networks Boqi GAO Takuya MAEKAWA Daichi AMAGATA Takahiro HARA
Publication: Publication Date: 2020/05/01 Vol. E103-B No. 5 ; pp. 504-516 Type of Manuscript: PAPER Category: Fundamental Theories for Communications Keyword: machine learning, mobile nodes, network security, wireless sensor networks,
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Multi-Targeted Backdoor: Indentifying Backdoor Attack for Multiple Deep Neural Networks Hyun KWON Hyunsoo YOON Ki-Woong PARK
Publication: Publication Date: 2020/04/01 Vol. E103-D No. 4 ; pp. 883-887 Type of Manuscript: LETTER Category: Information Network Keyword: machine learning, deep neural network, backdoor attack, poisoning attack, adversarial example,
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Robust CAPTCHA Image Generation Enhanced with Adversarial Example Methods Hyun KWON Hyunsoo YOON Ki-Woong PARK
Publication: Publication Date: 2020/04/01 Vol. E103-D No. 4 ; pp. 879-882 Type of Manuscript: LETTER Category: Information Network Keyword: CAPTCHA, adversarial example, machine learning, deep neural network,
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A Release-Aware Bug Triaging Method Considering Developers' Bug-Fixing Loads Yutaro KASHIWA Masao OHIRA
Publication: Publication Date: 2020/02/01 Vol. E103-D No. 2 ; pp. 348-362 Type of Manuscript: PAPER Category: Software Engineering Keyword: bug triage, optimization, project management, repository mining, machine learning,
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Register-Transfer-Level Features for Machine-Learning-Based Hardware Trojan Detection Hau Sim CHOO Chia Yee OOI Michiko INOUE Nordinah ISMAIL Mehrdad MOGHBEL Chee Hoo KOK
Publication: Publication Date: 2020/02/01 Vol. E103-A No. 2 ; pp. 502-509 Type of Manuscript: PAPER Category: VLSI Design Technology and CAD Keyword: hardware Trojan, machine learning, integrated circuit, feature extraction, register-transfer level,
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Formal Verification of a Decision-Tree Ensemble Model and Detection of Its Violation Ranges Naoto SATO Hironobu KURUMA Yuichiroh NAKAGAWA Hideto OGAWA
Publication: Publication Date: 2020/02/01 Vol. E103-D No. 2 ; pp. 363-378 Type of Manuscript: PAPER Category: Dependable Computing Keyword: machine learning, formal verification, decision-tree ensemble model,
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Android Malware Detection Scheme Based on Level of SSL Server Certificate Hiroya KATO Shuichiro HARUTA Iwao SASASE
Publication: Publication Date: 2020/02/01 Vol. E103-D No. 2 ; pp. 379-389 Type of Manuscript: PAPER Category: Dependable Computing Keyword: Android malwares, SSL certificate, machine learning,
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Users' Preference Prediction of Real Estate Properties Based on Floor Plan Analysis Naoki KATO Toshihiko YAMASAKI Kiyoharu AIZAWA Takemi OHAMA
Publication: Publication Date: 2020/02/01 Vol. E103-D No. 2 ; pp. 398-405 Type of Manuscript: PAPER Category: Artificial Intelligence, Data Mining Keyword: floor plan, machine learning, prediction, preference, real estate,
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Understanding Developer Commenting in Code Reviews Toshiki HIRAO Raula GAIKOVINA KULA Akinori IHARA Kenichi MATSUMOTO
Publication: Publication Date: 2019/12/01 Vol. E102-D No. 12 ; pp. 2423-2432 Type of Manuscript: Special Section PAPER (Special Section on Empirical Software Engineering) Category: Keyword: modern code review, review comments, mining software repositories, empirical study, machine learning,
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Improved Majority Filtering Algorithm for Cleaning Class Label Noise in Supervised Learning Muhammad Ammar MALIK Jae Young CHOI Moonsoo KANG Bumshik LEE
Publication: Publication Date: 2019/11/01 Vol. E102-A No. 11 ; pp. 1556-1559 Type of Manuscript: LETTER Category: Digital Signal Processing Keyword: label noise, support vectors, mislabeled examples, machine learning,
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Learning-Based, Distributed Spectrum Observation System for Dynamic Spectrum Sharing in the 5G Era and Beyond Masaki KITSUNEZUKA Kenta TSUKAMOTO Jun SAKAI Taichi OHTSUJI Kazuaki KUNIHIRO
Publication: Publication Date: 2019/08/01 Vol. E102-B No. 8 ; pp. 1526-1537 Type of Manuscript: Special Section PAPER (Special Section on Technology Trials and Proof-of-Concept Activities for 5G and Beyond) Category: Keyword: machine learning, radio environment, spectrum sensing, spectrum sharing,
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Clustering Malicious DNS Queries for Blacklist-Based Detection Akihiro SATOH Yutaka NAKAMURA Daiki NOBAYASHI Kazuto SASAI Gen KITAGATA Takeshi IKENAGA
Publication: Publication Date: 2019/07/01 Vol. E102-D No. 7 ; pp. 1404-1407 Type of Manuscript: LETTER Category: Information Network Keyword: malware, blacklist, DNS query, machine learning,
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Weber Centralized Binary Fusion Descriptor for Fingerprint Liveness Detection Asera WAYNE ASERA Masayoshi ARITSUGI
Publication: Publication Date: 2019/07/01 Vol. E102-D No. 7 ; pp. 1422-1425 Type of Manuscript: LETTER Category: Pattern Recognition Keyword: fingerprint classification, liveness detection, machine learning, support vector machines, image processing,
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Methods for Adaptive Video Streaming and Picture Quality Assessment to Improve QoS/QoE Performances Kenji KANAI Bo WEI Zhengxue CHENG Masaru TAKEUCHI Jiro KATTO
Publication: Publication Date: 2019/07/01 Vol. E102-B No. 7 ; pp. 1240-1247 Type of Manuscript: INVITED PAPER (Special Section on Communication Technologies and Service Qualities in Various Access Networks) Category: Keyword: video streaming, picture quality assessment, MPEG-DASH, machine learning,
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Medical Healthcare Network Platform and Big Data Analysis Based on Integrated ICT and Data Science with Regulatory Science Ryuji KOHNO Takumi KOBAYASHI Chika SUGIMOTO Yukihiro KINJO Matti HÄMÄLÄINEN Jari IINATTI
Publication: Publication Date: 2019/06/01 Vol. E102-B No. 6 ; pp. 1078-1087 Type of Manuscript: INVITED PAPER (Special Section on Healthcare, Medical Information and Communication Technology for Safe and Secure Society) Category: Keyword: medical ICT, body area network (BAN), medical healthcare, big data, machine learning, dependability, regulatory science,
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A Sequential Classifiers Combination Method to Reduce False Negative for Intrusion Detection System Sornxayya PHETLASY Satoshi OHZAHATA Celimuge WU Toshihito KATO
Publication: Publication Date: 2019/05/01 Vol. E102-D No. 5 ; pp. 888-897 Type of Manuscript: Special Section PAPER (Special Section on the Architectures, Protocols, and Applications for the Future Internet) Category: Keyword: sequential classifiers combination, false negative, intrusion detection, machine learning,
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GUINNESS: A GUI Based Binarized Deep Neural Network Framework for Software Programmers Hiroki NAKAHARA Haruyoshi YONEKAWA Tomoya FUJII Masayuki SHIMODA Shimpei SATO
Publication: Publication Date: 2019/05/01 Vol. E102-D No. 5 ; pp. 1003-1011 Type of Manuscript: Special Section PAPER (Special Section on Reconfigurable Systems) Category: Design Tools Keyword: machine learning, deep learning, pruning, FPGA,
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A Highly Accurate Transportation Mode Recognition Using Mobile Communication Quality Wataru KAWAKAMI Kenji KANAI Bo WEI Jiro KATTO
Publication: Publication Date: 2019/04/01 Vol. E102-B No. 4 ; pp. 741-750 Type of Manuscript: Special Section PAPER (Special Section on Sensing, Wireless Networking, Data Collection, Analysis and Processing Technologies for Ambient Intelligence with Internet of Things) Category: Keyword: mobile sensing, transportation mode recognition, communication quality, machine learning, deep learning, quality of service,
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Proactive Failure Detection Learning Generation Patterns of Large-Scale Network Logs Tatsuaki KIMURA Akio WATANABE Tsuyoshi TOYONO Keisuke ISHIBASHI
Publication: Publication Date: 2019/02/01 Vol. E102-B No. 2 ; pp. 306-316 Type of Manuscript: PAPER Category: Network Management/Operation Keyword: syslog, network management, failure detection, machine learning,
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Automated Detection of Children at Risk of Chinese Handwriting Difficulties Using Handwriting Process Information: An Exploratory Study Zhiming WU Tao LIN Ming LI
Publication: Publication Date: 2019/01/01 Vol. E102-D No. 1 ; pp. 147-155 Type of Manuscript: PAPER Category: Educational Technology Keyword: handwriting difficulty, automated detection, machine learning, data imbalance,
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Improvement of Anomaly Detection Performance Using Packet Flow Regularity in Industrial Control Networks Kensuke TAMURA Kanta MATSUURA
Publication: Publication Date: 2019/01/01 Vol. E102-A No. 1 ; pp. 65-73 Type of Manuscript: Special Section PAPER (Special Section on Cryptography and Information Security) Category: Keyword: industrial control systems, anomaly detection, natural language processing, machine learning, word2vec,
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Selecting Orientation-Insensitive Features for Activity Recognition from Accelerometers Yasser MOHAMMAD Kazunori MATSUMOTO Keiichiro HOASHI
Publication: Publication Date: 2019/01/01 Vol. E102-D No. 1 ; pp. 104-115 Type of Manuscript: PAPER Category: Information Network Keyword: activity recognition, machine learning, feature selection,
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Empirical Evaluation and Optimization of Hardware-Trojan Classification for Gate-Level Netlists Based on Multi-Layer Neural Networks Kento HASEGAWA Masao YANAGISAWA Nozomu TOGAWA
Publication: Publication Date: 2018/12/01 Vol. E101-A No. 12 ; pp. 2320-2326 Type of Manuscript: Special Section LETTER (Special Section on VLSI Design and CAD Algorithms) Category: Keyword: hardware Trojan, detection, gate-level netlist, multi-layer neural networks, machine learning,
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Food Intake Detection and Classification Using a Necklace-Type Piezoelectric Wearable Sensor System Ghulam HUSSAIN Kamran JAVED Jundong CHO Juneho YI
Publication: Publication Date: 2018/11/01 Vol. E101-D No. 11 ; pp. 2795-2807 Type of Manuscript: PAPER Category: Artificial Intelligence, Data Mining Keyword: wearable sensor, nutrition monitoring, machine learning, wireless health,
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Dynamic Fixed-Point Design of Neuromorphic Computing Systems Yongshin KANG Jaeyong CHUNG
Publication: Publication Date: 2018/10/01 Vol. E101-C No. 10 ; pp. 840-844 Type of Manuscript: BRIEF PAPER Category: Microwaves, Millimeter-Waves Keyword: neural network, machine learning, VLSI,
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Advanced Ensemble Adversarial Example on Unknown Deep Neural Network Classifiers Hyun KWON Yongchul KIM Ki-Woong PARK Hyunsoo YOON Daeseon CHOI
Publication: Publication Date: 2018/10/01 Vol. E101-D No. 10 ; pp. 2485-2500 Type of Manuscript: PAPER Category: Artificial Intelligence, Data Mining Keyword: adversarial example, neural networks, ensemble adversarial example, machine learning,
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Hardware Architecture for High-Speed Object Detection Using Decision Tree Ensemble Koichi MITSUNARI Jaehoon YU Takao ONOYE Masanori HASHIMOTO
Publication: Publication Date: 2018/09/01 Vol. E101-A No. 9 ; pp. 1298-1307 Type of Manuscript: Special Section PAPER (Special Section on Intelligent Transport Systems) Category: Keyword: decision tree ensemble, task scheduling, object detection, machine learning, embedded systems,
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Co-Propagation with Distributed Seeds for Salient Object Detection Yo UMEKI Taichi YOSHIDA Masahiro IWAHASHI
Publication: Publication Date: 2018/06/01 Vol. E101-D No. 6 ; pp. 1640-1647 Type of Manuscript: PAPER Category: Image Processing and Video Processing Keyword: salient object detection, label propagation, machine learning, SIFT, HDCT,
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Performance Evaluation of Pipeline-Based Processing for the Caffe Deep Learning Framework Ayae ICHINOSE Atsuko TAKEFUSA Hidemoto NAKADA Masato OGUCHI
Publication: Publication Date: 2018/04/01 Vol. E101-D No. 4 ; pp. 1042-1052 Type of Manuscript: Special Section PAPER (Special Section on Data Engineering and Information Management) Category: Keyword: deep learning, machine learning, distributed processing, cloud computing, life-log analysis,
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An FPGA Realization of a Random Forest with k-Means Clustering Using a High-Level Synthesis Design Akira JINGUJI Shimpei SATO Hiroki NAKAHARA
Publication: Publication Date: 2018/02/01 Vol. E101-D No. 2 ; pp. 354-362 Type of Manuscript: Special Section PAPER (Special Section on Reconfigurable Systems) Category: Emerging Applications Keyword: machine learning, random forest, k-means clustering, FPGA,
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A Threshold Neuron Pruning for a Binarized Deep Neural Network on an FPGA Tomoya FUJII Shimpei SATO Hiroki NAKAHARA
Publication: Publication Date: 2018/02/01 Vol. E101-D No. 2 ; pp. 376-386 Type of Manuscript: Special Section PAPER (Special Section on Reconfigurable Systems) Category: Emerging Applications Keyword: machine learning, deep learning, pruning, FPGA,
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Trojan-Net Feature Extraction and Its Application to Hardware-Trojan Detection for Gate-Level Netlists Using Random Forest Kento HASEGAWA Masao YANAGISAWA Nozomu TOGAWA
Publication: Publication Date: 2017/12/01 Vol. E100-A No. 12 ; pp. 2857-2868 Type of Manuscript: Special Section PAPER (Special Section on VLSI Design and CAD Algorithms) Category: Keyword: hardware Trojan, gate-level netlist, Trojan-net feature, random forest, machine learning,
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Behavior-Level Analysis of a Successive Stochastic Approximation Analog-to-Digital Conversion System for Multi-Channel Biomedical Data Acquisition Sadahiro TANI Toshimasa MATSUOKA Yusaku HIRAI Toshifumi KURATA Keiji TATSUMI Tomohiro ASANO Masayuki UEDA Takatsugu KAMATA
Publication: Publication Date: 2017/10/01 Vol. E100-A No. 10 ; pp. 2073-2085 Type of Manuscript: PAPER Category: Analog Signal Processing Keyword: SAR-ADC, DAC error calibration, stochastic A/D conversion, mismatch, machine learning,
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Using Machine Learning for Automatic Estimation of Emphases in Japanese Documents Masaki MURATA Yuki ABE
Publication: Publication Date: 2017/10/01 Vol. E100-D No. 10 ; pp. 2669-2672 Type of Manuscript: LETTER Category: Natural Language Processing Keyword: machine learning, automatic estimation, emphasis, bold, conditional random fields,
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Kernel CCA Based Transfer Learning for Software Defect Prediction Ying MA Shunzhi ZHU Yumin CHEN Jingjing LI
Publication: Publication Date: 2017/08/01 Vol. E100-D No. 8 ; pp. 1903-1906 Type of Manuscript: LETTER Category: Software Engineering Keyword: machine learning, defect prediction, transfer learning, kernel canonical correlation analysis,
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Incidence Rate Prediction of Diabetes from Medical Checkup Data Masakazu MORIMOTO Naotake KAMIURA Yutaka HATA Ichiro YAMAMOTO
Publication: Publication Date: 2017/08/01 Vol. E100-D No. 8 ; pp. 1642-1646 Type of Manuscript: Special Section PAPER (Special Section on Multiple-Valued Logic and VLSI Computing) Category: Soft Computing Keyword: specific health examination, lifestyle-related disease, machine learning,
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A Hardware-Trojan Classification Method Using Machine Learning at Gate-Level Netlists Based on Trojan Features Kento HASEGAWA Masao YANAGISAWA Nozomu TOGAWA
Publication: Publication Date: 2017/07/01 Vol. E100-A No. 7 ; pp. 1427-1438 Type of Manuscript: Special Section PAPER (Special Section on Design Methodologies for System on a Chip) Category: Keyword: hardware Trojan, gate-level netlist, machine learning, support vector machine (SVM), neural network (NN),
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Revisiting the Regression between Raw Outputs of Image Quality Metrics and Ground Truth Measurements Chanho JUNG Sanghyun JOO Do-Won NAM Wonjun KIM
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2016/11/01 Vol. E99-D No. 11 ; pp. 2778-2787 Type of Manuscript: PAPER Category: Image Processing and Video Processing Keyword: machine learning, image quality assessment (IQA), image quality metric (IQM), DMOS, human visual system,
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A Machine Learning Model for Wide Area Network Intelligence with Application to Multimedia Service Yiqiang SHENG Jinlin WANG Yi LIAO Zhenyu ZHAO
Publication: IEICE TRANSACTIONS on Communications Publication Date: 2016/11/01 Vol. E99-B No. 11 ; pp. 2263-2270 Type of Manuscript: Special Section PAPER (Special Section on Deepening and Expanding of Information Network Science) Category: Keyword: machine learning, wide area network, terminal-related systems, multimedia service,
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The Novel Performance Evaluation Method of the Fingerprinting-Based Indoor Positioning Shutchon PREMCHAISAWATT Nararat RUANGCHAIJATUPON
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2016/08/01 Vol. E99-D No. 8 ; pp. 2131-2139 Type of Manuscript: PAPER Category: Artificial Intelligence, Data Mining Keyword: indoor positioning, machine learning, fingerprinting, punishment cost,
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Guide Automatic Vectorization by means of Machine Learning: A Case Study of Tensor Contraction Kernels Antoine TROUVÉ Arnaldo J. CRUZ Kazuaki J. MURAKAMI Masaki ARAI Tadashi NAKAHIRA Eiji YAMANAKA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2016/06/01 Vol. E99-D No. 6 ; pp. 1585-1594 Type of Manuscript: PAPER Category: Artificial Intelligence, Data Mining Keyword: automatic vectorization, machine learning, software optimization,
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Incorporation of Target Specific Knowledge for Sentiment Analysis on Microblogging Yongyos KAEWPITAKKUN Kiyoaki SHIRAI
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2016/04/01 Vol. E99-D No. 4 ; pp. 959-968 Type of Manuscript: Special Section PAPER (Special Section on Data Engineering and Information Management) Category: Keyword: sentiment analysis, machine learning, microblogging, sentiment lexicon, polarity of target,
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Automating URL Blacklist Generation with Similarity Search Approach Bo SUN Mitsuaki AKIYAMA Takeshi YAGI Mitsuhiro HATADA Tatsuya MORI
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2016/04/01 Vol. E99-D No. 4 ; pp. 873-882 Type of Manuscript: Special Section PAPER (Special Section on Information and Communication System Security) Category: Web security Keyword: drive-by-download, URL blacklist, search space, machine learning, web client honeypot,
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Combining Human Action Sensing of Wheelchair Users and Machine Learning for Autonomous Accessibility Data Collection Yusuke IWASAWA Ikuko EGUCHI YAIRI Yutaka MATSUO
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2016/04/01 Vol. E99-D No. 4 ; pp. 1153-1161 Type of Manuscript: PAPER Category: Rehabilitation Engineering and Assistive Technology Keyword: street-level accessibility, wearable sensor, assistive technology, machine learning,
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Using Bregmann Divergence Regularized Machine for Comparison of Molecular Local Structures Raissa RELATOR Nozomi NAGANO Tsuyoshi KATO
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2016/01/01 Vol. E99-D No. 1 ; pp. 275-278 Type of Manuscript: LETTER Category: Artificial Intelligence, Data Mining Keyword: machine learning, Bregmann divergence, molecular structures, local structure comparison,
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A RAT Detection Method Based on Network Behavior of the Communication's Early Stage Dan JIANG Kazumasa OMOTE
Publication: IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences Publication Date: 2016/01/01 Vol. E99-A No. 1 ; pp. 145-153 Type of Manuscript: Special Section PAPER (Special Section on Cryptography and Information Security) Category: Keyword: Remote Access Trojan (RAT), machine learning, network detection,
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Penalized AdaBoost: Improving the Generalization Error of Gentle AdaBoost through a Margin Distribution Shuqiong WU Hiroshi NAGAHASHI
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2015/11/01 Vol. E98-D No. 11 ; pp. 1906-1915 Type of Manuscript: PAPER Category: Artificial Intelligence, Data Mining Keyword: Gentle AdaBoost, generalization error, machine learning, modest AdaBoost, training error,
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Boosted Random Forest Yohei MISHINA Ryuei MURATA Yuji YAMAUCHI Takayoshi YAMASHITA Hironobu FUJIYOSHI
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2015/09/01 Vol. E98-D No. 9 ; pp. 1630-1636 Type of Manuscript: Special Section PAPER (Special Section on Optimization and Learning Algorithms of Small Embedded Devices and Related Software/Hardware Implementation) Category: Keyword: Boosting, Random Forest, machine learning, pattern recognition,
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Classification of Electromagnetic Radiation Source Models Based on Directivity with the Method of Machine Learning Zhuo LIU Dan SHI Yougang GAO Junjian BI Zhiliang TAN Jingjing SHI
Publication: IEICE TRANSACTIONS on Communications Publication Date: 2015/07/01 Vol. E98-B No. 7 ; pp. 1227-1234 Type of Manuscript: Special Section PAPER (Special Section on Electromagnetic Compatibility Technology in Conjunction with Main Topics of EMC'14/Tokyo) Category: Keyword: classification, directivity, radiation pattern, machine learning, cube receiving array,
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Multiple Binary Codes for Fast Approximate Similarity Search Shinichi SHIRAKAWA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2015/03/01 Vol. E98-D No. 3 ; pp. 671-680 Type of Manuscript: PAPER Category: Pattern Recognition Keyword: similarity search, binary hash, approximate nearest neighbor search, machine learning, image retrieval,
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Predicting Vectorization Profitability Using Binary Classification Antoine TROUVÉ Arnaldo J. CRUZ Dhouha BEN BRAHIM Hiroki FUKUYAMA Kazuaki J. MURAKAMI Hadrien CLARKE Masaki ARAI Tadashi NAKAHIRA Eiji YAMANAKA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2014/12/01 Vol. E97-D No. 12 ; pp. 3124-3132 Type of Manuscript: PAPER Category: Software System Keyword: machine learning, support vector machine, automatic vectorization, software characteristics,
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Edge-over-Erosion Error Prediction Method Based on Multi-Level Machine Learning Algorithm Daisuke FUKUDA Kenichi WATANABE Naoki IDANI Yuji KANAZAWA Masanori HASHIMOTO
Publication: IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences Publication Date: 2014/12/01 Vol. E97-A No. 12 ; pp. 2373-2382 Type of Manuscript: Special Section PAPER (Special Section on VLSI Design and CAD Algorithms) Category: Device and Circuit Modeling and Analysis Keyword: Edge-over-Erosion, CMP, manufacturability, machine learning,
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Balanced Neighborhood Classifiers for Imbalanced Data Sets Shunzhi ZHU Ying MA Weiwei PAN Xiatian ZHU Guangchun LUO
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2014/12/01 Vol. E97-D No. 12 ; pp. 3226-3229 Type of Manuscript: LETTER Category: Pattern Recognition Keyword: machine learning, class imbalance, class distribution, classification,
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Unsupervised Learning Model for Real-Time Anomaly Detection in Computer Networks Kriangkrai LIMTHONG Kensuke FUKUDA Yusheng JI Shigeki YAMADA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2014/08/01 Vol. E97-D No. 8 ; pp. 2084-2094 Type of Manuscript: PAPER Category: Information Network Keyword: machine learning, multivariate normal distribution, nearest neighbor, one-class support vector machine,
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Tree-Based Ensemble Multi-Task Learning Method for Classification and Regression Jaak SIMM Ildefons MAGRANS DE ABRIL Masashi SUGIYAMA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2014/06/01 Vol. E97-D No. 6 ; pp. 1677-1681 Type of Manuscript: LETTER Category: Pattern Recognition Keyword: machine learning, multi-task learning, tree-based methods, ensemble methods,
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An Accurate Packer Identification Method Using Support Vector Machine Ryoichi ISAWA Tao BAN Shanqing GUO Daisuke INOUE Koji NAKAO
Publication: IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences Publication Date: 2014/01/01 Vol. E97-A No. 1 ; pp. 253-263 Type of Manuscript: Special Section PAPER (Special Section on Cryptography and Information Security) Category: Foundations Keyword: malware analysis, pack, unpack, machine learning, SVM,
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Asymmetric Learning Based on Kernel Partial Least Squares for Software Defect Prediction Guangchun LUO Ying MA Ke QIN
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2012/07/01 Vol. E95-D No. 7 ; pp. 2006-2008 Type of Manuscript: LETTER Category: Software Engineering Keyword: defect prediction, class imbalance, kernel partial least squares, machine learning,
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Active Learning for Software Defect Prediction Guangchun LUO Ying MA Ke QIN
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2012/06/01 Vol. E95-D No. 6 ; pp. 1680-1683 Type of Manuscript: LETTER Category: Software Engineering Keyword: machine learning, defect prediction, active learning, support vector machine,
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Kernel Based Asymmetric Learning for Software Defect Prediction Ying MA Guangchun LUO Hao CHEN
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2012/01/01 Vol. E95-D No. 1 ; pp. 267-270 Type of Manuscript: LETTER Category: Software Engineering Keyword: defect prediction, class imbalance, kernel principal component analysis, machine learning,
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Adaptive Online Prediction Using Weighted Windows Shin-ichi YOSHIDA Kohei HATANO Eiji TAKIMOTO Masayuki TAKEDA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2011/10/01 Vol. E94-D No. 10 ; pp. 1917-1923 Type of Manuscript: Special Section PAPER (Special Section on Information-Based Induction Sciences and Machine Learning) Category: Keyword: machine learning, data stream, online learning, sliding window,
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Voting-Based Ensemble Classifiers to Detect Hedges and Their Scopes in Biomedical Texts Huiwei ZHOU Xiaoyan LI Degen HUANG Yuansheng YANG Fuji REN
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2011/10/01 Vol. E94-D No. 10 ; pp. 1989-1997 Type of Manuscript: PAPER Category: Artificial Intelligence, Data Mining Keyword: hedges, voting, classification, machine learning,
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Integration of Multiple Bilingually-Trained Segmentation Schemes into Statistical Machine Translation Michael PAUL Andrew FINCH Eiichiro SUMITA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2011/03/01 Vol. E94-D No. 3 ; pp. 690-697 Type of Manuscript: PAPER Category: Natural Language Processing Keyword: statistical machine translation, word segmentation, machine learning, Asian languages,
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A Corpus-Based Approach for Automatic Thai Unknown Word Recognition Using Boosting Techniques Jakkrit TECHO Cholwich NATTEE Thanaruk THEERAMUNKONG
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2009/12/01 Vol. E92-D No. 12 ; pp. 2321-2333 Type of Manuscript: Special Section PAPER (Special Section on Natural Language Processing and its Applications) Category: Unknown Word Processing Keyword: unknown word recognition, word boundary detection, data mining, machine learning, ensemble learning,
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Sentence Topics Based Knowledge Acquisition for Question Answering Hyo-Jung OH Bo-Hyun YUN
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2008/04/01 Vol. E91-D No. 4 ; pp. 969-975 Type of Manuscript: Special Section PAPER (Special Section on Knowledge-Based Software Engineering) Category: Knowledge Engineering Keyword: knowledge acquisition, machine learning, question answering,
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SVM and Collaborative Filtering-Based Prediction of User Preference for Digital Fashion Recommendation Systems Hanhoon KANG Seong Joon YOO
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2007/12/01 Vol. E90-D No. 12 ; pp. 2100-2103 Type of Manuscript: LETTER Category: Data Mining Keyword: personalized search, recommendation, machine learning,
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A Machine Learning Approach for an Indonesian-English Cross Language Question Answering System Ayu PURWARIANTI Masatoshi TSUCHIYA Seiichi NAKAGAWA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2007/11/01 Vol. E90-D No. 11 ; pp. 1841-1852 Type of Manuscript: PAPER Category: Natural Language Processing Keyword: Cross Language Question Answering, Indonesian-English CLQA, limited resource language, machine learning,
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A Model-Based Learning Process for Modeling Coarticulation of Human Speech Jianguo WEI Xugang LU Jianwu DANG
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2007/10/01 Vol. E90-D No. 10 ; pp. 1582-1591 Type of Manuscript: Special Section PAPER (Special Section on Knowledge, Information and Creativity Support System) Category: Keyword: machine learning, optimization, human mechanism, speech, physiological articulatory model,
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Machine Learning Based English-to-Korean Transliteration Using Grapheme and Phoneme Information Jong-Hoon OH Key-Sun CHOI
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2005/07/01 Vol. E88-D No. 7 ; pp. 1737-1748 Type of Manuscript: PAPER Category: Natural Language Processing Keyword: machine transliteration, machine learning, information retrieval, machine translation, natural language processing,
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Improving Keyword Recognition of Spoken Queries by Combining Multiple Speech Recognizer's Outputs for Speech-driven WEB Retrieval Task Masahiko MATSUSHITA Hiromitsu NISHIZAKI Takehito UTSURO Seiichi NAKAGAWA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2005/03/01 Vol. E88-D No. 3 ; pp. 472-480 Type of Manuscript: Special Section PAPER (Special Section on Corpus-Based Speech Technologies) Category: Spoken Language Systems Keyword: speech recognition, machine learning, multiple LVCSR models, WEB retrieval,
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User Preference Mining through Hybrid Collaborative Filtering and Content-Based Filtering in Recommendation System Kyung-Yong JUNG Jung-Hyun LEE
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2004/12/01 Vol. E87-D No. 12 ; pp. 2781-2790 Type of Manuscript: PAPER Category: Artificial Intelligence and Cognitive Science Keyword: data mining, collaborative filtering, content-based filtering, machine learning, retrieval information, hybrid filtering,
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Efficient Masquerade Detection Using SVM Based on Common Command Frequency in Sliding Windows Han-Sung KIM Sung-Deok CHA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2004/11/01 Vol. E87-D No. 11 ; pp. 2446-2452 Type of Manuscript: PAPER Category: Application Information Security Keyword: intrusion detection, masquerade detection, anomaly detection, machine learning, SVM (Support Vector Machine), user command,
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Sounds of Speech Based Spoken Document Categorization: A Subword Representation Method Weidong QU Katsuhiko SHIRAI
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2004/05/01 Vol. E87-D No. 5 ; pp. 1175-1184 Type of Manuscript: Special Section PAPER (Special Section on Speech Dynamics by Ear, Eye, Mouth and Machine) Category: Keyword: spoken document categorization, subword unit representations, sleeping experts algorithms, machine learning,
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Intelligent Email Categorization Based on Textual Information and Metadata Jihoon YANG Venkat CHALASANI Sung-Yong PARK
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2003/07/01 Vol. E86-D No. 7 ; pp. 1280-1288 Type of Manuscript: PAPER Category: Artificial Intelligence, Cognitive Science Keyword: emails, categorization, classification, machine learning, metadata,
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Improving Precision of the Subspace Information Criterion Masashi SUGIYAMA
Publication: IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences Publication Date: 2003/07/01 Vol. E86-A No. 7 ; pp. 1885-1895 Type of Manuscript: PAPER Category: Neural Networks and Bioengineering Keyword: machine learning, generalization capability, subspace information criterion, generalized inverse, unbiased estimator, variance,
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Machine Learning via Multiresolution Approximation Ilya BLAYVAS Ron KIMMEL
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2003/07/01 Vol. E86-D No. 7 ; pp. 1172-1180 Type of Manuscript: INVITED PAPER (Special Issue on Multiresolution Analysis) Category: Keyword: multiresolution approximation, machine learning, classification, regression estimation,
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Suitable Domains for Using Ordered Attribute Trees to Impute Missing Values Oscar-Ortega LOBO Masayuki NUMAO
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2001/02/01 Vol. E84-D No. 2 ; pp. 262-270 Type of Manuscript: PAPER Category: Databases Keyword: machine learning, incomplete data, decision trees, mutual information analysis, ordered attribute trees method,
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On the Necessity of Special Mechanisms for Handling Types in Inductive Logic Programming Yutaka SASAKI
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 1999/10/25 Vol. E82-D No. 10 ; pp. 1401-1408 Type of Manuscript: PAPER Category: Artificial Intelligence and Cognitive Science Keyword: inductive logic programming, machine learning, type hierarchy,
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Learning from Expert Hypotheses and Training Examples Shigeo KANEDA Hussein ALMUALLIM Yasuhiro AKIBA Megumi ISHII
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 1997/12/25 Vol. E80-D No. 12 ; pp. 1205-1214 Type of Manuscript: PAPER Category: Artificial Intelligence and Cognitive Science Keyword: machine learning, decision tree, expert hypotheses, training examples,
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Learning Levels in Intelligent Tutoring Systems Vadim L. STEFANUK
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 1995/09/25 Vol. E78-D No. 9 ; pp. 1103-1107 Type of Manuscript: Special Section PAPER (Special Issue on Knowledge Based Software Engineering) Category: Methodologies Keyword: intelligent tutoring, education process, knowledge based systems, learning levels, machine learning,
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An Approach to Concept Formation Based on Formal Concept Analysis Tu Bao HO
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 1995/05/25 Vol. E78-D No. 5 ; pp. 553-559 Type of Manuscript: Special Section PAPER (Special Issue on Algorithmic Learning Theory) Category: Machine Learning and Its Applications Keyword: machine learning, concept formation, formal concept analysis, concept lattice, concept hierarchy,
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A Stochastic Parallel Algorithm for Supervised Learning in Neural Networks Abhijit S. PANDYA Kutalapatata P. VENUGOPAL
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 1994/04/25 Vol. E77-D No. 4 ; pp. 376-384 Type of Manuscript: Special Section PAPER (Special Issue on Neurocomputing) Category: Learning Keyword: machine learning, neural networks, parallel computing, pattern recognition,
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