If requested, these documents must be completed, signed, and returned within ten (10) business days from the date of issuance or the prize will be forfeited and may be awarded to an alternate winner. Is in violation of any applicable laws or regulations. Innovation Compliance with the IEEE PSPB Operations Manual. 14. Number of Prizes Available, Prizes, Approximate Retail Value and Odds of winning Prizes: Two (2) promotional prizes of $350 USD Amazon gift cards. Copy Close. Related publication: Zero-Bias Deep Learning for Accurate Identification of Internet of Things (IoT) Devices, IEEE IoTJ (accepted for publication on 21 August 2020), DOI: 10.1109/JIOT.2020.3018677 . In addition to exclusive access to IEEE.tv programming, IEEE members have file download, and can save favorite videos with myTV. Deep learning can handle large volumes of video data by making use of its powerful non-linear mapping, and extracting high-level features with very deep networks. Entrant must submit a multimedia video with an article submission to IEEE Access. 6. Entrants who have already submitted a manuscript to IEEE Access without a multimedia video can still submit a video for inclusion in this contest so long as the video is submitted within 7 days of the article submission date. Security. This paper applies AI (artificial intelligence) technology to analyze low-dose HRCT (High-resolution chest radiography) data in an attempt to detect COVID-19 pneumonia symptoms. Embed Static Responsive. The goal of IoT is to connect every physical device/sensor (with video, audio, texting capabilities) in a seamless network to allow communication and perform intelligent decisions. If for any reason this contest is not capable of running as planned, or if this contest or any website associated therewith (or any portion thereof) becomes corrupted or does not allow the proper playing of this contest and processing of entries per these rules, or if infection by computer virus, bugs, tampering, unauthorized intervention, affect the administration, security, fairness, integrity, or proper conduct of this contest, Sponsor reserves the right, at its sole discretion, to disqualify any individual implicated in such action, and/or to cancel, terminate, modify or suspend this contest or any portion thereof, or to amend these rules without notice. Agreement to Official Rules: By participating in this contest, entrants agree to abide by the terms and conditions thereof as established by Sponsor. Chen X-W, Lin X (2014) Big data deep learning: challenges and perspectives. Articles from partner publishers are US$33 per article. This research explores the possibility of applying deep learning for ⦠Is not provided within the designated submission time. Entries must be original. The article and/or multimedia topic does not fit into the scope of IEEE Access. Speaker: Patrick van der Smagt Conference: IROS 2015 Location: Hamburg, Germany Date: 30 September 2015 Title: Enter Deep Learning. 10. Deep learning is currently the most prominent and widely successful method in artificial intelligence. IEEE Access invites manuscript submissions in the area of Deep Learning Algorithms for Internet of Medical Things. Download IEEE.tv is made possible by the Members of IEEE. This paper presents the idea of learning ⦠Congratulations to our Associate Editor of the month for November 2020, Prof. Yu-Dong Zhang of the University of Leicester, UK, for his outstanding contributions to IEEE Access. In addition to exclusive access to IEEE.tv programming, IEEE members have file download, and can save favorite videos with myTV. Therefore, there is a need to develop new parallel and distributed algorithms/frameworks for scalable deep learning which can speed up the training process and make it suitable for big data processing and analysis. In this survey paper, we systematically summarize existing literature on bearing fault diagnostics with deep learning (DL) algorithms. 2. 13. Randomization-Based Deep & Shallow Neural Networks ; Introducing the 2020 IEEE PES Fellows: PES Awards 2020; IEEE Tesla and Halperin Awards: PES Awards 2020; Adapting for a Brave New World: IEEE Student Activities Webcast; IEEE PES Awards 2020: IEEE PES Leadership in Power Award; View All IEEE Spectrum Reports ⦠Prof. Chee Seng Chan - Intellectual Property Protection for Deep Learning Model; Good Health Care, Good Engineering: View All IEEE Access Latest Video Programs. A not-for-profit organization, IEEE is the world’s largest technical professional organization dedicated to advancing technology for the benefit of humanity. All decisions made by Sponsor concerning the Contest including, but not limited to the cancellation of the Contest, shall be final and at its sole discretion. Entrants will then be asked to sign and agree to the Terms and Conditions document. Further to this, deep neural networks were used to build automated systems, in which complex patterns were derived for tackling this difficult task. The discretion of the IEEE Access Editor-in-Chief. 7. In the event of a dispute as to who submitted an online entry, the entry will be deemed submitted by the authorized account holder the email address submitted at the time of entry. Upon selecting a winner, the Sponsor will notify the winner via email. IEEE Access invites manuscript submissions in the area of Deep Learning Technologies for Internet of Video Things. 10. SPONSOR IS NOT RESPONSIBLE FOR ANY TYPOGRAPHICAL OR OTHER ERROR IN THE PRINTING OF THE OFFER OR ADMINISTRATION OF THE CONTEST OR IN THE ANNOUNCEMENT OF THE PRIZES. IEEE Access 2:514â525 CrossRef Google Scholar Chen M, Hao Y et al (2017) Disease pre-diction by machine learning over big data from healthcare com-munities. This is mainly due to the rise in computational power and advances in data science. Two deep learning networks, feedforward neural net and long short-term memory net, are investigated. Save. This may include, but is not limited to, the IEEE Access website, the IEEE Access YouTube channel, the IEEE Access IEEE TV channel, IEEE Access social media sites (LinkedIn, Facebook, Twitter, IEEE Access Collabratec Community), and the IEEE Access Xplore page. Use of this website signifies your agreement to the IEEE TERMS AND CONDITIONS. Amazon is not a sponsor or affiliated with this Contest. DOI: 10.1109/ACCESS.2020.3033056 Overview. Selection of Winners: Promotional prize winners will be selected based on entries received during the Promotional Period. Sponsor reserves the right, in its sole discretion, to cancel or suspend this contest and award a prize from entries received up to the time of termination or suspension should virus, bugs or other causes beyond Sponsor’s control, unauthorized human intervention, malfunction, computer problems, phone line or network hardware or software malfunction, which, in the sole opinion of Sponsor, corrupt, compromise or materially affect the administration, fairness, security or proper play of the contest or proper submission of entries. The article is presented in an intelligible fashion and is written in standard English. In consequence, a forecasting model via deep learning based methods is proposed to predict the traffic flow from the recovered data set. This paper applies AI (artificial intelligence) technology to analyze low-dose HRCT (High-resolution chest radiography) data in an attempt to detect COVID-19 pneumonia symptoms. Tensor Deep Learning Model for Heterogeneous Data Fusion in Internet of Things Authors: Wei Wang and Min Zhang Publication: IEEE Transactions on Emerging Topics in Computational Intelligence (TETCI) Issue: Volume 4, Issue 1 â February 2020 Pages: 32-41. Technology. As the data size increases exponentially and the deep learning models become more complex, it requires more computing power and memory, such as high performance computing (HPC) resources to train an accuracy model in a timely manner. 6. T. O'Shea and J. Hoydis, âAn Introduction to Deep Learning for the Physical Layer,â IEEE Transactions on Cognitive Communications and Networking, vol. Email: After submitting your manuscript and multimedia in ScholarOne Manuscripts, entrants should then send an email to IEEE Access at [email protected] to confirm article and video submission. Evolution of Machine Learning (ML), Deep Learning (DL) and Internet of Things (IoT) has gathered attention of researchers to apply these techniques in fields like agriculture. IEEE Xplore, delivering full text access to the world's highest quality technical literature in engineering and technology. Validating results on the field-collected signal dataset with 12 types and 4740 samples show that, the algorithm can effectively identify the waveform types and time/frequency coordinates of communication signals with the precision 89%, which is 40% higher ⦠| IEEE Xplore Automated Detection and Classification of Oral Lesions Using Deep Learning for Early Detection of Oral Cancer - IEEE ⦠Mobile Multimedia: Methodology and Applications, Innovation and Application of Internet of Things and Emerging Technologies in Smart Sensing, Deep Learning Algorithms for Internet of Medical Things, http://mc.manuscriptcentral.com/ieee-access, Machine Learning Empowered Spectrum Sharing in Intelligent Unmanned Swarm Communication Systems: Challenges, Requirements and Solutions, Federating Cloud Systems for Collaborative Construction and Engineering, Wearable Sleepcare Kit: Analysis and Prevention of Sleep Apnea Symptoms in Real-Time, DL-Tags: DLT and Smart Tags for Decentralized, Privacy-Preserving, and Verifiable Supply Chain Management, Deep learning technologies in video sensing/capturing systems, Deep learning technologies in visual communications, Deep learning algorithms, architectures, and databases for image and video compression/coding, Deep learning for enhancement and quality assessment of visual data, Deep learning-based visual attention and saliency detection, Deep learning-based real-time and low-power video coding technologies, Deep learning-based algorithms, architectures, and databases for video analysis and understanding, Deep learning-based 3D visual coding and processing (from 360º degrees to light-fields), Technologies for reducing the complexity of deep learning-based IoVT, Technologies for reducing training latency of deep learning-based IoVT, Joao Ascenso, University of Lisbon, Portugal, Victor Sanchez, University of Warwick, UK, Submission to publication: Various deep learning methods are compared in terms of their algorithms and models. A new model structure is proposed with segmentation of anatomical structures on DNNs-based (deep learning neural network) methods, relying on an abundance of labeled data for proper training. 11. The dataset consists of ⦠12.Disputes: EACH ENTRANT AGREES THAT: (1) ANY AND ALL DISPUTES, CLAIMS, AND CAUSES OF ACTION ARISING OUT OF OR IN CONNECTION WITH THIS CONTEST, OR ANY PRIZES AWARDED, SHALL BE RESOLVED INDIVIDUALLY, WITHOUT RESORTING TO ANY FORM OF CLASS ACTION, PURSUANT TO ARBITRATION CONDUCTED UNDER THE COMMERCIAL ARBITRATION RULES OF THE AMERICAN ARBITRATION ASSOCIATION THEN IN EFFECT, (2) ANY AND ALL CLAIMS, JUDGMENTS AND AWARDS SHALL BE LIMITED TO ACTUAL OUT-OF-POCKET COSTS INCURRED, INCLUDING COSTS ASSOCIATED WITH ENTERING THIS CONTEST, BUT IN NO EVENT ATTORNEYS’ FEES; AND (3) UNDER NO CIRCUMSTANCES WILL ANY ENTRANT BE PERMITTED TO OBTAIN AWARDS FOR, AND ENTRANT HEREBY WAIVES ALL RIGHTS TO CLAIM, PUNITIVE, INCIDENTAL, AND CONSEQUENTIAL DAMAGES, AND ANY OTHER DAMAGES, OTHER THAN FOR ACTUAL OUT-OF-POCKET EXPENSES, AND ANY AND ALL RIGHTS TO HAVE DAMAGES MULTIPLIED OR OTHERWISE INCREASED. 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Data-Enabled Intelligence for Digital Health, Distributed Computing Infrastructure for Cyber-Physical Systems, Deep Learning: Security and Forensics Research Advances and Challenges, http://mc.manuscriptcentral.com/ieee-access, Machine Learning Empowered Spectrum Sharing in Intelligent Unmanned Swarm Communication Systems: Challenges, Requirements and Solutions, Federating Cloud Systems for Collaborative Construction and Engineering, Wearable Sleepcare Kit: Analysis and Prevention of Sleep Apnea Symptoms in Real-Time, DL-Tags: DLT and Smart Tags for Decentralized, Privacy-Preserving, and Verifiable Supply Chain Management, Distributed architectures/parallel programming models and tools for scalable deep learning/machine learning, Parallel Algorithms and models for efficient training of deep learning models for big data (e.g. Entry materials that have been tampered with or altered are void. Is not in English. By submitting an Entry, you represent and warrant that you own the full rights to the Entry and have obtained any and all necessary consents, permissions, approvals and licenses to submit the Entry and comply with all of these Official Rules, and that the submitted Entry is your sole original work, has not been previously published, released or distributed, and does not infringe any third-party rights or violate any laws or regulations. This survey report describes key literature surveys on machine learning (ML) and deep learning ⦠IEEE Access Best Multimedia Award Terms and Conditions, Deep Learning Technologies for Internet of Video Things. Void in locations and countries where prohibited by law. Editorial Panel members are not eligible to participate in the contest. Conclusions are presented in an appropriate fashion and are supported by the data. Disqualification: The following items will disqualify a multimedia video from being considered a valid submission: 1. Disqualification: The following items will disqualify a multimedia video from being considered a valid submission: 1. Machine Learning Designs, Implementations and Techniques . Content is off-topic, offensive, obscene, indecent, abusive or threatening to others. IEEE Access is an award-winning, multidisciplinary, all-electronic archival journal continuously presenting the results of original research or development across all of IEEE's fields of interest. 10. All decisions made by Sponsor concerning the Contest including, but not limited to the cancellation of the Contest, shall be final and at its sole discretion. The prize(s) for the Contest are being sponsored by IEEE. Sponsor shall not be responsible for service obligations or warranty (if any) in relation to the prize(s). 12. In addition to exclusive access to IEEE.tv programming, IEEE members have file download, and can save favorite videos with myTV. 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The sponsor will utilize an Editorial Panel to vote on the best multimedia submissions. The article should be original writing that enhances the existing body of knowledge in the given subject area. partition strategies such as using different parallel approaches for network parallelism/model parallelism), Efficient algorithms and architectures to support parameter optimization (e.g. The grand prize winner may, at Sponsor’ discretion, have his/her article and multimedia video highlighted in media such as the IEEE Access Xplore page and the IEEE Access social media sites. The scope of this all-electronic, archival publication comprises all IEEE fields of ⦠Videos posted in a comment on IEEE Xplore. The video submission must clearly be relevant to the submitted manuscript. Articles from partner publishers are US$33 per article. Sponsor: The Sponsor of the Contest is The Institute of Electrical and Electronics Engineers, Incorporated (âIEEEâ) on behalf of IEEE Access, 445 Hoes Lane, Piscataway, NJ 08854-4141 USA (âSponsorâ). 2. The video is not original work. IEEE Access ⦠8. Conclusions are presented in an appropriate fashion and are supported by the data. Entrants may be subject to rules imposed by their institution or employer relative to their participation in contests and should check with their institution or employer for any relevant policies. Intrusion detection plays an important role in ensuring information security, and the key technology is to accurately identify various attacks in the network. Number of Prizes Available, Prizes, Approximate Retail Value and Odds of winning Prizes: Two (2) promotional prizes of $350 USD Amazon gift cards. IEEE Access launched in 2013 as the first open access mega journal in the growing IEEE open access publishing program. Sponsor is not liable for any loss, injury or damage caused, whether directly or indirectly, in whole or in part, from downloading data or otherwise participating in this Contest. Most modern machine learning ⦠This paper presents end-to-end learning from spectrum data-an umbrella term for new sophisticated wireless signal identification approaches in spectrum monitoring applications based on deep neural networks. Deep Learning and the Representation of Natural Data Deep Learning and the Representation of Natural Data. 3. Deep Learning for Wireless Communications. A new model structure is proposed with segmentation of anatomical structures on DNNs-based (deep learning ⦠IEEE Access Special Section Editorial: Deep Learning for Computer-Aided Medical Diagnosis 5. IEEE Robotics and Automation Society. 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The finer object detection of image feature maps will lead to more accurate identification of weld flaws than can be accomplished by the standard visual examination. IEEE Signal Processing Society. IoT. Only the corresponding author of the submitted manuscript will receive the prize. IEEE Access invites manuscript submissions in the area of Scalable Deep Learning for Big Data. From its institution as the Neural Networks Council in the early 1990s, the IEEE Computational Intelligence Society has rapidly grown into a robust community with a vision for addressing real-world issues with biologically-motivated computational paradigms. If for any reason this contest is not capable of running as planned, or if this contest or any website associated therewith (or any portion thereof) becomes corrupted or does not allow the proper playing of this contest and processing of entries per these rules, or if infection by computer virus, bugs, tampering, unauthorized intervention, affect the administration, security, fairness, integrity, or proper conduct of this contest, Sponsor reserves the right, at its sole discretion, to disqualify any individual implicated in such action, and/or to cancel, terminate, modify or suspend this contest or any portion thereof, or to amend these rules without notice. Limited time offer: use coupon code DATAPORT1 for free access. Entrant’s Warranty and Authorization to Sponsor: By entering the Contest, entrants warrant and represent that the Contest Entry has been created and submitted by the Entrant. Sponsor: The Sponsor of the Contest is The Institute of Electrical and Electronics Engineers, Incorporated (“IEEE”) on behalf of IEEE Access, 445 Hoes Lane, Piscataway, NJ 08854-4141 USA (“Sponsor”). The Contest is subject to all applicable state, local, federal and national laws and regulations. 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Despite existing efforts in training and inference of deep learning models to increase concurrency, many existing training algorithms for deep learning are notoriously difficult to scale and parallelize due to inherent interdependencies within the computation steps as well as the training data. 2. Prizes will be distributed to the winners after the selection of winners is announced. All videos must undergo peer review and be accepted along with the article submission. | IEEE Xplore ... Abstract: Deep learning models are applied in clinical research in order to diagnose disease. The technologies of Internet of Video Things (IoVT) are widely expected to bring exciting services and applications for security, healthcare, education, transportation, and so on. The main focus of this survey is application of deep learning techniques in detecting the exact count, involved persons and the happened activity in a large crowd at all climate conditions. One (1) grand prize of a $500 USD Amazon gift card. IEEE Access 2:514â525 CrossRef Google Scholar All entries become the property of Sponsor. IEEE Xplore, delivering full text access to the world's highest quality technical literature in engineering and technology. The IEEE Learning Network (ILN) is the online website for discovering continuing education from across IEEE. Prize may not be transferred prior to award. Is in violation of any applicable laws or regulations. IEEE membership offers access to technical innovation, cutting-edge information, networking opportunities, and exclusive member benefits. Sponsor reserves the right to alter any of these Official Rules at any time and for any reason. Quality of Multimedia Video. Intellectual Property Rights: Entrant grants Sponsor an irrevocable, worldwide, royalty free license to use, reproduce, distribute, and display the Entry for any lawful purpose in all media whether now known or hereinafter created. Associate Editor: Jinjia Zhou, Hosei University, Japan, IEEE Access Editor-in-Chief: Prof. Derek Abbott, University of Adelaide, Article submission: Contact Associate Editor and submit manuscript to: The prize(s) for the Contest are being sponsored by IEEE. The article and/or multimedia do not follow the criteria for publication in IEEE Access. 3. IEEE Access; Technical Tours; IEEE.tv Specials Latest Video Programs. IEEE Xplore, delivering full text access to the world's highest quality technical literature in engineering and technology. Uploads viruses or other contaminating or destructive features. Back to Technical Program Page >> TECHNICAL TUTORIALS ON-DEMAND ACCESS STARTING AT 09:00 MONDAY, 7 DECEMBER (LOCAL TIME IN TAIPEI). IEEE Xplore, delivering full text access to the world's highest quality technical literature in engineering and technology. Size: x . IEEE DataPort Subscribers may download all our datasets or access them directly on AWS. ICRA 2020 Conference Awards; ICRA 2020 - RAS Awards Ceremony; Geometry of Robot Motion - ICRA 2020; Self-Supervised Learning & World Models - ICRA 2020; Planning in Robotics and Beyond - ⦠Artificial Intelligence (AI), and specifically Deep Learning (DL), are trending to become integral ⦠In the event of a dispute as to who submitted an online entry, the entry will be deemed submitted by the authorized account holder the email address submitted at the time of entry.
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