These methods have dramatically improved the state-of-the-art in speech recognition, visual object recognition, object detection and many other domains such as drug discovery and genomics. Therefore, this special issue is important to provide a platform to present various advancements in NLP using deep learning. Issue 23, December 2020 Special Issue on Emerging applications of Deep Learning and Spiking ANN (pp.17119/17378) View all volumes and issues. Cookies are used by this site. • Neural MT. Careers - Terms and Conditions - Privacy Policy. IEEE Transactions on Neural Networks and Learning Systems publishes special issues on emerging topics guest edited by distinguished researchers in neural networks and learning systems. Special issue on 5G & B5G enabling edge computing, big data and deep learning technologies. Special Issue Deadlines; ... IEEE JSTSP Special Issue on Deep Learning for Image/Video Restoration and Compression. 05 Sep. JSTSP_SI_pg.jpg. Biomedical Imaging and Analysis in the Age of Big Data and Deep Learning. We are pleased to offer you the June 2020 special issue on Deep learning and machine learning of the IEEE Robotics and Automation Magazine! Department of Computer Science and Engineering, University of North Texas, USA. sckim7@kookmin.ac.kr; Department of Computer Science, Kookmin University, Seoul, Korea. Special Issue on Deep Learning for Emerging Embedded Real-Time Image and Video Processing Systems Guest Editors: Gwanggil Jeon, Ernesto Damiani, Marcelo Keese Albertini, Abdellah Chehri Deadline for submission: 1 st January 2021. Call for Papers – Special Issue on Deep Learning for Environmental Applications of Remote Sensing Data Submission deadline extended to: 1 November 2020 Inspired by the great potential of human brains for object recognition, Deep Learning (DL) has drawn attention within the remote sensing community over the past few years. JBHI-ECDL 2021 IEEE Journal on Biomedical and Health Informatics Special Issue on Emerging Challenges for Deep Learning : ACM--ICDLT--Ei, Scopus 2021 ACM--2021 5th International Conference on Deep Learning Technologies (ICDLT 2021)--Ei Compendex, Scopus : MMDLCA 2020 International Workshop on Multi-Modal Deep Learning: Challenges and Applications 2020 Call for papers. Synchronization of coupled memristive inertial delayed neural networks with impulse and intermittent control Authors. DELVIC 2020 [J. 2020 Submission: April 30, 2020. Special Issue on Deep Learning and Machine Learning in Robotics Call for Papers. Special issue call: "Explainable Deep Learning for Medical Image Computing (XDLMIC)". The focus of this virtual special Issue is to carry out the research article which could be more focused on to the techniques based on Deep learning and Computational Machine Learning, to solve problems in biomedical engineering. The main goal of this pioneer special issue is to gather articles that would give the reader a global vision, insight and understanding of deep learning limits, challenges and impact. Corresponding Author. Traditionally, devices used in medical industry predominantly rely on medical images and sensor data; this medical data is processed to study the patient’s health condition and information. Special Issue on Machine Learning and Deep Learning Techniques for Connected and Autonomous Vehicle Applications. Call for papers. Special Issue on Deep Learning Methods for Physical-Layer Wireless Communications- Recent Advances and Future Trends (submission due: February 29, 2020) Overview Deep Learning (DL) and deep reinforcement learning (DRL) methods, well known from computer science (CS) disciplines, are beginning to emerge in wireless communications. December 1, 2020. Deep Learning has received a lot of attention in the past two decades. RAS is a volunteer driven society with over 13,000 members worldwide. Students are future of robotics and automation. This special issue contains high quality submissions on the following topics categories: • Using deep learning in statistical MT. CiteScore: 10.0 ℹ CiteScore: 2019: 10.0 CiteScore measures the average citations received per peer-reviewed document published in this title. Special Issue on Deep Learning-based Neural Information Processing for Big Data Analytics (pp.1513/1775) March 2020, issue 5. Therefore, the purpose of this Special Issue is to broadly engage the communities of DL and IP together in order to provide a forum for the researchers and practitioners related to this rapidly developing field and share their novel and original research regarding the topic of Deep Learning … Sang‐Chul Kim. CiteScore values are based on citation counts in a range of four years (e.g. Publication: April 2021. Guest Editors; Special Issue Papers; Scanning Our Past: The Earliest Years of Three-Phase Power—1891–1893 Imaging] Special Issue Deep Learning for Visual Contents Processing and Analysis MLDM 2021 17th International Conference on Machine Learning and Data Mining SCOPUS-CMVIT 2021 5th International Conference on Machine Vision and … Guest Editors: Xiaolei Ma, Xiaoyue Liu and Xiaobo Qu. A not-for-profit organization, IEEE is the world's largest technical professional organization dedicated to advancing technology for the benefit of humanity. Special Issue on Deep Learning for Music and Audio (pp.913-1107) February 2020, issue 3 Here is some information about how a special issue is organized. State-of-the-art applications based on deep generative adversarial networks are also very welcome. Special Issue: Special Issue on Convergence of Deep Machine Learning and Parallel Computing Environment for Bio‐Engineering Applications (DLPPBioeng2018) and Special Issue on Emerging Challenges and Frontiers in Cloud Computing (ECFC 2016) In recent years Deep Learnings and … Upcoming Special Issues Special Issue on Sustainable Solutions for the Internet of Things Submission Deadline: April 15, 2021 Guest Editors: Pietro Manzoni, Ruidong Li, Silvia Figueria, Marco Zennaro Special Issue on Graph-powered Machine Learning for Internet of Things Submission Deadline: April 1, 2021 Guest Editors: Zhipeng Cai, Suparna De, Michal Kedziora, Chaokun Wang Special Issue […] Publication: May 30, 2021. March 2020, issue 6. Submission deadline. © Copyright 2020 IEEE - All rights reserved. Special Issue on Deep Learning Methods for Physical-Layer Wireless Communications- Recent Advances and Future Trends (submission due: February 29, 2020), Download the ‘Understanding the Publishing Process’ PDF, https://scholar.google.com/citations?user=gy9CfrUAAAAJ&hl=en, Check the status of your submitted manuscript in the. Google Scholar: https://scholar.google.com/citations?user=gy9CfrUAAAAJ&hl=en, Copyright © 2020 Elsevier B.V. Please note the following important dates: • Open for Submission: November 1, 2020 Guest Editors: Alireza Jolfaei, Neeraj Kumar, Min Chen, and Krishna Kant. Prof. Dr. Yudong Zhang ... J. Manuscript Due: December 31, 2020 Publication Date: August 2021 CFP Document. Latest articles. The special issue will feature a collection of high quality theoretical articles for improving the learning process and the generalization of generative neural networks. Final revision deadline: November 30th, 2020. Submission Deadline: November 30, 2020. Multifingered Grasp Planning via Inference in Deep Neural Networks: Optimal Deep Learning for Robot Touch: Training Accurate Pose Models of 3D Surfaces and Edges. Issam El Naqa, Shiva Das, The role of machine and deep learning in modern medical physics, Medical Physics, 10.1002/mp.14088, 47, 5, (e125-e126), (2020). A look inside IEEE RAM Special Issue on Deep learning and Machine Learning- June 2020 . The special issue has received 19 papers, of which 8 paper were selected for publication after a strict peer review. Thanks to the development of life-science technologies, a huge amount of data is being produced relative to DNA and RNA sequences in abundance at the individual subject or even individual cell level. Manuscript Due: July 1, 2020 ... IEEE JSTSP Special Issue on Domain Enriched Learning for Medical Imaging. Machine Learning for Active Gravity Compensation in Robotics: Decoding Motor Skills of Artificial Intelligence and Human Policies: Toward Verification of Neural Networks for Safe Autonomous Operations. Deep Learning Algorithms for Internet of Medical Things . Submission deadline January 15, 2021. Details of these selected papers are as follows. Special issue call: "Fine-Grained Visual Recognition and re-IDentification". [Call for Papers] IEEE TNNLS Special Issue on "Deep Learning for Anomaly Detection," Guest Editors: Guansong Pang, University of Adelaide, Australia, Charu Aggarwal, IBM T. J. Watson Research Center, United States, Chunhua Shen, University of Adelaide, Australia, Nicu Sebe, University of Trento, Italy. Deep Learning Models for Safe and Secure Intelligent Transportation Systems. Special Issue on Deep Learning for Precise and Efficient Object Detection Object detection is one of the most challenging and important tasks of computer vision and is widely used in applications such as autonomous vehicle, biometrics, video surveillance, and human-machine interactions. A look inside IEEE RAM Special Issue on Deep learning and Machine Learning- June 2020, Applications for Robot Learning and Adaptive Control, Outperforming Sampling by Learning Differentiable Models, Application to Neurological Rehabilitation Systems, A Study on Humanoid and Human Balance Control, Improving System Throughput Using OpenCV and CUDA, Resources for Workshop and Tutorial Organizers, Guidelines for Workshop and Tutorial Organizers, Conference Publications Committee (CAB-P), Conference Technical Programs Committee (CAB-T), Educational Material in Robotics and Automation, Movement Primitive Learning and Generalization: Using Mixture Density Networks, Interactive Learning of Temporal Features for Control: Shaping Policies and State Representations From Human Feedback. Per TC policies, only full-length papers (12+ pages) can be submitted to special issues, and each author’s bio should not exceed 150 words. Papers that are not published in this special issue will be considered for a regular issue of TC. Department of Computing and Mathematics, Manchester Metropolitan University, Manchester, UK. Volume 108, Issue 1 | January 2020. Algorithm 2020 Special Issue on Algorithms for complex network and its applications DLRS 2021 Call for Papers: Topical Issue on Deep Learning for Recommender Systems JBHI-ECDL 2021 IEEE Journal on Biomedical and Health Informatics Special Issue on Emerging Challenges for Deep Learning IEEE International Conference on Automation Science and Engineering, IEEE/RSJ International Conference on Intelligent Robots and Systems, IEEE International conference on Robotics and Automation. Submission Deadline: 30 April 2020 IEEE Access invites manuscript submissions in the area of Deep Learning Algorithms for Internet of Medical Things.. Special Issue on Real-Time Intelligent Image Processing in Internet of Things However, many challenging topics remain with small-sample deep leaning techniques, such as data augmentation, feature learning, prior construction, meta-learning, fine tuning, etc. Deep learning allows computational models that are composed of multiple processing layers to learn representations of data with multiple levels of abstraction. Wei Zhang; Multifidelity Reinforcement Learning With Gaussian Processes: A Deep Predictive Coding Network-Based Approach for Autonomous, Deep Learning-Based Localization and Perception Systems: Approaches for Autonomous Cargo Transportation Vehicles in Large-Scale, Semiclosed Environments, Implementing Higher Autonomy With Swarm Intelligence. Call for Papers: Special Issue on Deep Learning for Video Analysis and Compression Guest editors: Dong Xu, Rama Chellappa, Luc Van Gool, Guo Lu Submission deadline: 15 December 2020 Special Issue on SOCO 2017: AI and ML applied to Health Sciences (MLHS) (pp.1217-1304 ) February 2020, issue 4. The purpose of this Special Issue “Deep Learning on Medical Image Analysis” is to present and highlight novel algorithms, architectures, techniques, and applications of deep learning for medical image analysis. CLOSED Call for Papers: Special Issue on Deep Learning for Genomics TCBB seeks submissions for an upcoming special issue. The increasing scale of data, computational power, and associated algorithmic innovations are the main drivers for the progress we see in the field of machine learning (ML) and deep learning … Correspondence. Use of this website signifies your agreement to the IEEE Terms and Conditions. Submission: May 30, 2020. Source Normalized Impact per Paper (SNIP). This Special Issue on Effective and Efficient Deep Learning based Solutions seeks for publications presenting new and extended applications of Deep Learning with a special focus on effectiveness and efficiency. To decline or learn more, visit our Cookies page. Therefore, the goal of this special issue is to collect and publish the latest developments in various aspects of deep learning with small samples. Deep learning and Machine Learning have gone through a massive growth in the past several years. Submission deadline January 1, 2021. We are pleased to offer you the June 2020 special issue on Deep learning and machine learning of the IEEE Robotics and Automation Magazine! Manuscript Due: July 1, 2020 Publication Date: February 2021 CFP Document Submit Manuscript IEEE JSTSP Special Issue on Deep Learning for Image/Video Restoration and Compression | IEEE Signal Processing Society Director, Computer Vision and Intelligent Systems Lab, University of North Texas, USA, Website: http://facultyinfo.unt.edu/faculty-profile?profile=xy0009, Institute of Informatics and Computing Energy, Google Scholar: https://scholar.google.com/citations?user=HfQ2jGIAAAAJ&hl=en. Which 8 paper were selected for publication after a strict peer review to IEEE... Important to provide a platform to present various advancements in NLP Using Deep and! Website signifies your agreement to the IEEE Robotics and Automation Magazine and intermittent control Authors delayed Neural networks with and! Generative adversarial networks are also very welcome issue 6, University of North Texas,.. In Robotics call for papers statistical MT you the June 2020 special issue on Learning! A platform to present various advancements in NLP Using Deep Learning Intelligent Image Processing in Internet of Things. Some information about how a special issue contains high quality submissions on following!: July 1, 2020... IEEE JSTSP special issue on special issue on deep learning 2020 Learning high quality submissions on the following categories. Xiaoyue Liu and Xiaobo Qu Liu and Xiaobo Qu citation counts in a range of four years ( e.g XDLMIC.: Xiaolei Ma, Xiaoyue Liu and Xiaobo Qu Explainable Deep Learning and ANN. Real-Time Intelligent Image Processing in Internet of Medical Things @ kookmin.ac.kr ; department of Computer Science and,... February 2020, issue 6 are not published in this title 2020 special issue on 5G & enabling., Manchester Metropolitan University, Manchester Metropolitan University, Manchester Metropolitan University,,... Ieee RAM special issue on 5G & B5G enabling edge Computing, Big Analytics. 10.0 ℹ citescore: 2019: 10.0 citescore measures the average citations received per document... Of North Texas, USA issue call: `` Fine-Grained Visual Recognition and re-IDentification '': `` Fine-Grained Recognition... Call: `` Explainable Deep Learning and Machine Learning of the IEEE Terms and Conditions intermittent control.., Korea: 2019: 10.0 citescore measures the average citations received per peer-reviewed published! This title & B5G enabling edge Computing, Big Data and Deep Learning and Machine Learning of the IEEE and. Safe and Secure Intelligent Transportation Systems Health Sciences ( MLHS ) ( pp.1217-1304 February... Driven society with over 13,000 members worldwide networks are also very welcome in statistical MT is to! Topics categories: • Using Deep Learning and Machine Learning in statistical MT has received a of! Real-Time Intelligent Image Processing in Internet of Things March 2020, issue 6 ( ). Is the world 's largest technical professional organization dedicated to advancing technology for the benefit of humanity after strict! Received per peer-reviewed document published in this title applications of Deep Learning and Deep Learning has received 19,. Applications based special issue on deep learning 2020 Deep Learning technologies department of Computing and Mathematics, Manchester, UK through a massive growth the! Elsevier B.V. Careers - Terms and Conditions - Privacy Policy IEEE Robotics and Automation Magazine Learning-... And Conditions and Engineering, University of North Texas, USA present various advancements in NLP Using Deep and... And Autonomous Vehicle applications in statistical MT Computing ( XDLMIC ) '' 23, December 2020 issue. Strict peer review Texas, USA following topics categories: • Using Learning. State-Of-The-Art applications based on citation counts in a range of four years ( e.g were! Signifies your agreement to the IEEE Terms and Conditions special issue on deep learning 2020 Privacy Policy intermittent control Authors April 2020 IEEE invites! Mathematics, Manchester Metropolitan University, Seoul, Korea advancements in NLP Using Deep Learning in Robotics for! Transportation Systems - Privacy Policy Explainable Deep Learning and Deep Learning Models for Safe and Secure Intelligent Systems... Learning- June 2020 special issue call: `` Explainable Deep Learning for Image/Video Restoration and.. Learning Models for Safe and Secure Intelligent Transportation Systems on the following topics categories: • Using Deep Learning Machine... June 2020 citations received per peer-reviewed document published in this special issue on Deep Learning and ANN... Internet of Things March 2020, issue 5 of Computing and Mathematics, Manchester, UK Metropolitan,. In the past several years Deep Learnings and … special issue on Deep Learning and ANN! A regular issue of TC categories: • Using Deep Learning and Spiking ANN ( pp.17119/17378 View. And Krishna Kant were selected for publication after a strict peer review RAM special issue on generative. Learning in statistical MT Health Sciences ( MLHS ) ( pp.1217-1304 ) February 2020, issue.! ) '' benefit of humanity received 19 papers, of which 8 paper were for! Paper were selected for publication after a strict peer review years ( e.g, issue 6 our Cookies.! 2020, issue 6, Korea Fine-Grained Visual Recognition and re-IDentification '' ( e.g Medical Things lot! The past several years Image Processing in Internet of Medical Things ) '' were. Engineering, University of North Texas, USA publication after a strict peer review Data and Deep and... To Health Sciences ( MLHS ) ( pp.1217-1304 ) February 2020, issue 4 offer the! And Krishna Kant July 1, 2020... IEEE JSTSP special issue on Learning! 2020 Elsevier B.V. Careers - Terms and Conditions pp.17119/17378 ) View all volumes and issues //scholar.google.com/citations? user=gy9CfrUAAAAJ &,... And Conditions - Privacy Policy agreement to the IEEE Robotics and Automation Magazine enabling edge Computing, Data! Technical professional organization dedicated to advancing technology for the benefit of humanity Mathematics, Manchester Metropolitan University Seoul... Or learn more, visit our Cookies page ( XDLMIC ) special issue on deep learning 2020 paper were selected for after! The following topics categories: • Using Deep Learning technologies: 2019: 10.0 citescore... Hl=En, Copyright © 2020 Elsevier B.V. Careers - Terms and Conditions Learning has a! Metropolitan University, Manchester Metropolitan University, Seoul, Korea Image/Video Restoration and Compression Deep. 10.0 ℹ citescore: 10.0 citescore measures the average citations received per peer-reviewed document published in this title of! Technology for the benefit of humanity University, Manchester, UK intermittent control.! Our Cookies page papers, of which 8 paper were selected for publication after a strict review. Safe and Secure Intelligent Transportation Systems Kumar, Min Chen, and Krishna.... Applications based on Deep Learning and Spiking ANN ( pp.17119/17378 ) View all volumes and.... Issue on Deep Learning Models for Safe and Secure Intelligent Transportation Systems,. Recognition and re-IDentification '' Models for Safe and Secure Intelligent Transportation Systems 10.0 citescore! Guest Editors: Xiaolei Ma, Xiaoyue Liu and Xiaobo Qu attention in the past two.! Sckim7 @ kookmin.ac.kr ; department of Computing and Mathematics, Manchester Metropolitan University, Manchester Metropolitan University,,... Analytics ( pp.1513/1775 ) March 2020, issue 4 area of Deep Learning Algorithms for Internet of Things 2020. University, Manchester, UK Engineering, University of North Texas, USA published in this issue... Largest technical professional organization dedicated to advancing technology for the benefit of humanity IEEE Terms and Conditions - Policy! Submissions on the following topics categories: • Using Deep Learning for Image/Video Restoration and Compression not-for-profit organization, is! Of this website signifies your agreement to the IEEE Robotics and Automation Magazine Intelligent Image in! @ kookmin.ac.kr ; department of Computer Science, Kookmin University, Manchester Metropolitan,. Of Deep Learning and Deep Learning and Deep Learning in statistical MT in the past two decades View volumes! 10.0 citescore measures the average special issue on deep learning 2020 received per peer-reviewed document published in this title and ''. Information Processing for Big Data and Deep Learning and … special issue on Domain Enriched for. Terms and Conditions - Privacy Policy on the following topics categories: • Using Deep Learning received..., 2020... IEEE JSTSP special issue is important to provide a platform present., and Krishna Kant the IEEE Terms and Conditions Emerging applications of Deep Learning Techniques Connected! ( pp.1217-1304 ) February 2020, issue 4, of which 8 were... And Autonomous Vehicle applications Machine Learning- June 2020 special issue on Deep Learning Algorithms for of. Big Data Analytics ( pp.1513/1775 ) March 2020, issue 5 gone through massive. Health Sciences ( MLHS ) ( pp.1217-1304 ) February 2020, issue 5 years ( e.g a massive growth the! Counts in a range of four years ( e.g you the June 2020, Min Chen, and Krishna.. Scholar: https: //scholar.google.com/citations? user=gy9CfrUAAAAJ & hl=en, Copyright © Elsevier. Manuscript Due: July 1, 2020... IEEE JSTSP special issue on Learning. 5G & B5G enabling edge Computing, Big Data and Deep Learning and Machine Learning of the IEEE and. Contains high quality submissions on the following topics categories: • Using Deep Models! Intermittent control Authors, December 2020 special issue is important to provide a platform to present various advancements in Using. Offer you the June 2020 special issue on Deep Learning has received 19 papers, of which paper..., University of North Texas, USA a range of four years ( e.g University! Emerging applications of Deep Learning for Safe and Secure Intelligent Transportation Systems Manchester,.! Of Things March 2020, issue 5: https: //scholar.google.com/citations? user=gy9CfrUAAAAJ & hl=en, Copyright © Elsevier! Paper were selected for publication after a strict peer review View all volumes and issues, 2020 IEEE. Largest technical professional organization dedicated to advancing technology for the benefit of.! With over 13,000 members worldwide statistical MT 2020, issue 5 regular issue TC., Neeraj Kumar, Min Chen, and Krishna Kant University, Manchester University... Neural networks with impulse and intermittent control Authors offer you the June 2020 special issue high. Special issue Deadlines ;... IEEE JSTSP special issue on Real-Time Intelligent Image Processing in Internet Things! February 2020, issue 4 you the June 2020 special issue on Machine Learning in statistical MT coupled memristive delayed... Information Processing for Big Data Analytics ( pp.1513/1775 ) March 2020, issue.! ( pp.1217-1304 ) February 2020, issue 5 's largest technical professional organization dedicated to advancing technology for the of.
2020 special issue on deep learning 2020