Các bài nghiên cứu mới về Trí tuệ nhân tạo hay trí thông minh nhân tạo (Artificial intelligence - viết tắt là AI)

Chủ nhật - 25/07/2021 22:26 0

Trí tuệ nhân tạo (Artificial intelligence - viết tắt là AI) là trí tuệ do con người lập trình tạo nên với mục tiêu giúp máy tính có thể tự động hóa các hành vi thông minh như con người. Trí tuệ nhân tạo khác với việc lập trình logic trong các ngôn ngữ lập trình là ở việc ứng dụng các hệ thống học máy (machine learning) để mô phỏng trí tuệ của con người trong các xử lý mà con người làm tốt hơn máy tính.

Công nghệ AI được chia làm 4 loại chính:

+ Loại 1: Công nghệ AI phản ứng.

+ Loại 2: Công nghệ AI với bộ nhớ hạn chế

+ Loại 3: Lý thuyết trí tuệ nhân tạo

+ Loại 4: Tự nhận thức

Cục Thông tin KH&CN quốc gia trân trọng kính gửi đến các nhà khoa học những nghiên cứu mới nhất về Artificial intelligence trên thế giới bao gồm những bài viết đã được xuất bản chính thức và các bài viết được chấp nhận đăng trên những cơ sở dữ liệu học thuật chính thống năm 2021.

IEEE Xplore Digital Library

1. LTSA-LE: A local tangent space alignment label enhancement algorithm
Chao Tan;Genlin Ji;Richen Liu;Yanqiu Cao
Tsinghua Science and Technology
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9147151

2. An Efficient Deep Learning Framework for Intelligent Energy Management in IoT Networks
Tao Han;Khan Muhammad;Tanveer Hussain;Jaime Lloret;Sung Wook Baik
IEEE Internet of Things Journal
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9154459

3. Renewable scenario generation using controllable generative adversarial networks with transparent latent space
Ji Qiao;Tianjiao Pu;Xinying Wang
CSEE Journal of Power and Energy Systems
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9171650

4. A Decoupled Learning Strategy for Massive Access Optimization in Cellular IoT Networks
Nan Jiang;Yansha Deng;Arumugam Nallanathan;Jinhong Yuan
IEEE Journal on Selected Areas in Communications
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9174918

5. Active Contour Image Segmentation Method for Training Talents of Computer Graphics and Image Processing Technology
Xinghuo Ye;Qianyi Wang
IEEE Access
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9187673

6. Efficient Federated Learning Algorithm for Resource Allocation in Wireless IoT Networks
Van-Dinh Nguyen;Shree Krishna Sharma;Thang X. Vu;Symeon Chatzinotas;Björn Ottersten
IEEE Internet of Things Journal
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9187874

7. Variational LSTM Enhanced Anomaly Detection for Industrial Big Data
Xiaokang Zhou;Yiyong Hu;Wei Liang;Jianhua Ma;Qun Jin
IEEE Transactions on Industrial Informatics
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9195000

8. An Overview of Artificial Intelligence Applications for Power Electronics
Shuai Zhao;Frede Blaabjerg;Huai Wang
IEEE Transactions on Power Electronics
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9200511

9. One-Class Remote Sensing Classification From Positive and Unlabeled Background Data
Wenkai Li;Qinghua Guo;Charles Elkan
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9201373

10. Multisensor Data Fusion for Cloud Removal in Global and All-Season Sentinel-2 Imagery
Patrick Ebel;Andrea Meraner;Michael Schmitt;Xiao Xiang Zhu
IEEE Transactions on Geoscience and Remote Sensing
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9211498

11. Rapid and Robust Adaptive Jaya (Ajaya) Based Maximum Power Point Tracking of a PV-Based Generation System
Imran Pervez;Arsalan Pervez;Mohd Tariq;Adil Sarwar;Ripon K. Chakrabortty;Michael J. Ryan
IEEE Access
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9212370

12. Power Curve Modelling for Wind Turbine Using Artificial Intelligence Tools and Pre-established Inference Criteria
Jonata C. de Albuquerque;Ronaldo R. B. de Aquino;Otoni Nóbrega Neto;Milde M. S. Lira;Aida A. Ferreira;Manoel Afonso de Carvalho
Journal of Modern Power Systems and Clean Energy
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9214975

13. Cryptomining Detection in Container Clouds Using System Calls and Explainable Machine Learning
Rupesh Raj Karn;Prabhakar Kudva;Hai Huang;Sahil Suneja;Ibrahim M. Elfadel
IEEE Transactions on Parallel and Distributed Systems
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9215018

ScienceDirect 

1. AI-guided resource allocation and rescue decision system for medical applications
Future Generation Computer Systems, 22 December 2020, Volume 118 (Cover date: May 2021), Pages 485-491
Ye Yu, Zhongheng Zhang, Feng Yuan
https://www.sciencedirect.com/science/article/pii/S0167739X20330727/pdfft?md5=676a2b029c0a2f7380f129938166fef7&pid=1-s2.0-S0167739X20330727-main.pdf

2. AI-enhanced Identification, Inspection and Sorting for Reverse Logistics in Remanufacturing
Procedia CIRP, 10 March 2021,Volume 98 (Cover date: 2021),Pages 300-305
Marian Schlüter, Hannah Lickert, Jörg Krüger
https://www.sciencedirect.com/science/article/pii/S2212827121001372/pdfft?md5=a42dd5b0a3198c5b8ee39b4b959829c5&pid=1-s2.0-S2212827121001372-main.pdf

3. Self-shaping building skin: Comparative environmental performance investigation of shape-memory-alloy (SMA) response and artificial-intelligence (AI) kinetic control
Journal of  Building Engineering, 21 December 2020, Volume 35 (Cover date: March 2021),Article 102113
Hwang Yi, Yuri Kim
https://www.sciencedirect.com/science/article/pii/S2352710220337451/pdfft?md5=ecd72c8da058742477464147b018de66&pid=1-s2.0-S2352710220337451-main.pdf

4. An Integration of blockchain and AI for secure data sharing and detection of CT images for the hospitals
Computerized Medical Imaging and Graphics, 10 November 2020, Volume 87 (Cover date: January 2021), Article 101812
Rajesh Kumar,WenYong Wang,Ikram Ali
https://www.sciencedirect.com/science/article/pii/S0895611120301075/pdfft?md5=682f295767e114d1d30d1b0d8376ac54&pid=1-s2.0-S0895611120301075-main.pdf

5. Occurrence, predictors and hazards of elevated groundwater arsenic across India through field observations and regional-scale AI-based modeling
Science of The Total Environment, 13 November 2020, Volume 759 (Cover date: 10 March 2021),Article 143511
Abhijit Mukherjee, Soumyajit Sarkar, Saibal Gupta
https://www.sciencedirect.com/science/article/pii/S004896972037042X/pdfft?md5=e1e3c4dfea6012a9fbaa953be54cf824&pid=1-s2.0-S004896972037042X-main.pdf

6. Ethical machines: The human-centric use of artificial intelligence
iScience3 March 2021Volume 24, Issue 3 (Cover date: 19 March 2021)Article 102249
Bruno Lepri, Nuria Oliver,Alex Pentland
https://www.sciencedirect.com/science/article/pii/S2589004221002170/pdfft?md5=e9698938e71c25097265d5b3edd1a124&pid=1-s2.0-S2589004221002170-main.pdf

7. Artificial intelligence based e-waste management for environmental planning
Environmental Impact Assessment Review, 23 November 2020, Volume 87 (Cover date: March 2021), Article 106498
Jie Chen,Shoujun Huang, G. S. Tamizharasi
https://www.sciencedirect.com/science/article/pii/S0195925520307769/pdfft?md5=8e1ececa296975e13f76ea3b569bf9ec&pid=1-s2.0-S0195925520307769-main.pdf

8. Implications of embedded artificial intelligence - machine learning on safety of machinery
Procedia Computer Science, 20 February 2021, Volume 180 (Cover date: 2021), Pages 338-343
Sara Anastasi, Marianna Madonna, Luigi Monica
https://www.sciencedirect.com/science/article/pii/S1877050921002118/pdfft?md5=01e189cf6ba04d520d02ad8d9960af75&pid=1-s2.0-S1877050921002118-main.pdf

9. Triboelectric nanogenerator based self-powered sensor for artificial intelligence
Nano Energy, 15 February 2021,Volume 84 (Cover date: June 2021), Article 105887
Yuankai Zhou, Maoliang,  ShenYan Zhang
https://www.sciencedirect.com/science/article/pii/S2211285521001452/pdfft?md5=d4e661c07add95301bb8ed8bc1c41bb3&pid=1-s2.0-S2211285521001452-main.pdf

10. Application of artificial intelligence technology and embedded digital image in interior design
Microprocessors and Microsystems, 28 December 2020,Volume 81 (Cover date: March 2021), Article 103782
Anzhi Zhu
https://www.sciencedirect.com/science/article/pii/S0141933120309273/pdfft?md5=5ca7ae6acbdea679c7a38ee4df966e34&pid=1-s2.0-S0141933120309273-main.pdf

11. Artificial intelligence student management based on embedded system
Microprocessors and Microsystems, 13 January 2021, Volume 83 (Cover date: June 2021), Article 103976
Yixia Zhou, Min Ouyang, Shan Shu
https://www.sciencedirect.com/science/article/pii/S0141933121001496/pdfft?md5=a435509988484c171f5340bcde282a10&pid=1-s2.0-S0141933121001496-main.pdf

12. Artificial intelligence in oil and gas upstream: Trends, challenges, and scenarios for the future
Energy and AI, 23 December 2020,Volume 3 (Cover date: March 2021), Article 100041
Dmitry Koroteev, Zeljko Tekic
https://www.sciencedirect.com/science/article/pii/S2666546820300410/pdfft?md5=7d8a130a4b74704b355e09ea38ab2d65&pid=1-s2.0-S2666546820300410-main.pdf

13. Artificial intelligence in nuclear industry: Chimera or solution?
Journal of  Cleaner Production, 4 September 2020, Volume 278 (Cover date: 1 January 2021), Article 124022
Siddharth Suman
https://www.sciencedirect.com/science/article/pii/S0959652620340671/pdfft?md5=34d2cec148871af98402f4b2efc90850&pid=1-s2.0-S0959652620340671-main.pdf

SPRINGER NATURE

1. Artificial intelligence with big data analytics-based brain intracranial hemorrhage e-diagnosis using CT images
 Romany F. Mansour, José Escorcia-Gutierrez… in Neural Computing and Applications (2021)
 https://link.springer.com/content/pdf/10.1007%2Fs00521-021-06240-y.pdf

2. Artificial intelligence based on fuzzy logic for the analysis of human movement in healthy people: a systematic review
Bráulio Nascimento Lima, Pietro Balducci… in Artificial Intelligence Review (2021)
 https://link.springer.com/content/pdf/10.1007%2Fs10462-020-09885-8.pdf

3. Artificial intelligence and responsibility
Lode Lauwaert in AI & SOCIETY (2021)
 https://link.springer.com/content/pdf/10.1007%2Fs00146-020-01119-3.pdf

4. Artificial intelligence techniques and their application in oil and gas industry
Sachin Choubey, G. P. Karmakar in Artificial Intelligence Review (2021)
 https://link.springer.com/content/pdf/10.1007%2Fs10462-020-09935-1.pdf

5. Application of embedded system and artificial intelligence platform in Taekwondo image feature recognition
Qiang Ma, Yang Wang in Journal of Ambient Intelligence and Humanized Computing (2021)
 https://link.springer.com/content/pdf/10.1007%2Fs12652-021-03222-9.pdf

6. Artificial intelligence in cyber security: research advances, challenges, and opportunities
Zhimin Zhang, Huansheng Ning, Feifei Shi, Fadi Farha… in Artificial Intelligence Review (2021)
 https://link.springer.com/content/pdf/10.1007%2Fs10462-021-09976-0.pdf

7. Policy brief: the creation of a G20 coordinating committee for the governance of  artificial intelligence
Thorsten Jelinek, Wendell Wallach, Danil Kerimi in AI and Ethics (2021)
 https://link.springer.com/content/pdf/10.1007%2Fs43681-020-00019-y.pdf

8. Computer simulation of investment efficiency function model based on GMM method and artificial intelligence
Shuai Liu, Shan Wu, Fei Xie, Guanghui Yuan in Journal of Ambient Intelligence and Humanized Computing (2021)
 https://link.springer.com/content/pdf/10.1007%2Fs12652-021-03112-0.pdf

9. Storage optimization algorithm design of cloud computing edge node based on artificial intelligence technology
Dongliang Zhang in Journal of Ambient Intelligence and Humanized Computing (2021)
 https://link.springer.com/content/pdf/10.1007%2Fs12652-021-03272-z.pdf

10. Artificial intelligence and global power structure: understanding through Luhmann's systems theory
Arun Teja Polcumpally in AI & SOCIETY (2021)
https://link.springer.com/content/pdf/10.1007%2Fs00146-021-01219-8.pdf

Theo Cục Thông tin KH&CN Quốc gia, 21/7/2021

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