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เข้าร่วมเมื่อ 23 พ.ย. 2015
"Scalable Vector Analytics: A Story of Twists and Turns" Prof. Themis Palpanas (DATA 2024)
Keynote Title: Scalable Vector Analytics: A Story of Twists and Turns
Keynote Lecturer: Themis Palpanas
Presented on: 09/07/2024, Dijon, France
Abstract: Similarity search in high-dimensional data spaces was a relevant and challenging data management problem in the early 1970s, when the first solutions to this problem were proposed. Today, fifty years later, we can safely say that the exact same problem is more relevant (from Time Series Management Systems to Vector Databases) and challenging than ever. Very large amounts of high-dimensional data are now omnipresent (ranging from traditional multidimensional data to time series and deep embeddings), and the performance requirements (i.e., response-time and accuracy) of a variety of applications that need to process and analyze these data have become very stringent and demanding. In these past fifty years, high-dimensional similarity search has been studied in its many flavors. Similarity search algorithms for exact and approximate, one-off and progressive query answering. Approximate algorithms with and without (deterministic or probabilistic) quality guarantees. Solutions for on-disk and in-memory data, static and streaming data. Approaches based on multidimensional space-partitioning and metric trees, random projections and locality-sensitive hashing (LSH), product quantization (PQ) and inverted files, k-nearest neighbor graphs and optimized linear scans. Surprisingly, the work on data-series (or time-series) similarity search has recently been shown to achieve the state-of-the-art performance for several variations of the problem, on both time-series and general high-dimensional vector data. In this talk, we will touch upon the different aspects of this interesting story, present some of the state-of-the-art solutions, and discuss open research directions.
Conference Website: data.scitevents.org
Presented at the following Conference:
DATA, 13th International Conference on Data Science, Technology and Applications
Keynote Lecturer: Themis Palpanas
Presented on: 09/07/2024, Dijon, France
Abstract: Similarity search in high-dimensional data spaces was a relevant and challenging data management problem in the early 1970s, when the first solutions to this problem were proposed. Today, fifty years later, we can safely say that the exact same problem is more relevant (from Time Series Management Systems to Vector Databases) and challenging than ever. Very large amounts of high-dimensional data are now omnipresent (ranging from traditional multidimensional data to time series and deep embeddings), and the performance requirements (i.e., response-time and accuracy) of a variety of applications that need to process and analyze these data have become very stringent and demanding. In these past fifty years, high-dimensional similarity search has been studied in its many flavors. Similarity search algorithms for exact and approximate, one-off and progressive query answering. Approximate algorithms with and without (deterministic or probabilistic) quality guarantees. Solutions for on-disk and in-memory data, static and streaming data. Approaches based on multidimensional space-partitioning and metric trees, random projections and locality-sensitive hashing (LSH), product quantization (PQ) and inverted files, k-nearest neighbor graphs and optimized linear scans. Surprisingly, the work on data-series (or time-series) similarity search has recently been shown to achieve the state-of-the-art performance for several variations of the problem, on both time-series and general high-dimensional vector data. In this talk, we will touch upon the different aspects of this interesting story, present some of the state-of-the-art solutions, and discuss open research directions.
Conference Website: data.scitevents.org
Presented at the following Conference:
DATA, 13th International Conference on Data Science, Technology and Applications
มุมมอง: 11
วีดีโอ
"Software Development... for all?" Prof. Juan de Lara (ICSOFT 2024)
มุมมอง 92 หลายเดือนก่อน
Keynote Title: Software Development... for all? Keynote Lecturer: Juan de Lara Presented on: 08/07/2024, Dijon, France Abstract: Our world runs on software. It governs all major aspects of our life. It is an enabler for research and innovation, and is critical for business competitivity. Traditional software engineering techniques have achieved high effectiveness, but still may fall short on de...
"Optimization with Simulation and Swarm Intelligence..." Dr. Xin-She Yang (SIMULTECH 2024)
มุมมอง 142 หลายเดือนก่อน
Keynote Title: Optimization with Simulation and Swarm Intelligence: Inspiration from Nature Keynote Lecturer: Xin-She Yang Presented on: 10/07/2024, Dijon, France Abstract: Many design optimization problems in engineering and industry have stringent constraints with highly nonlinear, multimodal design objectives, and such optimization requires techniques beyond traditional gradient-based method...
"Simulating Sustainability: Challenges and Opportunities..." Dr. Alexis Drogoul (SIMULTECH 2024)
2 หลายเดือนก่อน
Keynote Title: Simulating Sustainability: Challenges and Opportunities in Open-Source Agent-Based Platforms Like GAMA for Supporting Transdisciplinary Approaches Keynote Lecturer: Alexis Drogoul Presented on: 12/07/2024, Dijon, France Abstract: Open-source agent-based modeling and simulation platforms (ABPs) such as GAMA offer powerful tools for simulating the evolution of complex socio-environ...
"Deep Learning for Wearable Biometrics" Dr. Emanuele Maiorana (DeLTA 2024)
มุมมอง 112 หลายเดือนก่อน
Keynote Title: Deep Learning for Wearable Biometrics Keynote Lecturer: Emanuele Maiorana Presented on: 11/07/2024, Dijon, France Abstract: Wearable devices are rapidly becoming widespread, to an extent that they have been often mentioned as the next big thing in personal computing after mobile devices. This is due to the several capabilities these devices can offer, exploited for applications r...
"New Synergies Between Deep Learning and Kernel Machines" Prof. Johan Suykens (DeLTA 2024)
มุมมอง 342 หลายเดือนก่อน
Keynote Title: New Synergies Between Deep Learning and Kernel Machines Keynote Lecturer: Johan Suykens Presented on: 11/07/2024, Dijon, France Abstract: In this talk we will focus on new connections between deep learning and kernel machines that are related to least squares support vector machines. We will explain how restricted kernel machine representations can be obtained from least squares ...
"Exploring AI Capabilities in Operations Management..." Prof. Samuel Fosso Wamba (ICSBT 2024)
มุมมอง 192 หลายเดือนก่อน
Keynote Title: Exploring AI Capabilities in Operations Management: Going from a bibliometric analysis to Empirical Studies Keynote Lecturer: Samuel Fosso Wamba Presented on: 09/07/2024, Dijon, France Abstract: Artificial intelligence (AI) has been seen as the next productivity frontier for its high capability to transform almost all aspects of intra-and-inter-organizational operations across in...
"Towards a Responsible Thinking in the New Era of Gen AI..." Prof. Mona Diab (DATA and ICSBT 2024)
มุมมอง 282 หลายเดือนก่อน
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"It's not Just a Game. It's a Game Changer" Prof. Johanna Pirker (ICSOFT 2024)
มุมมอง 132 หลายเดือนก่อน
Keynote Title: It's not Just a Game. It's a Game Changer Keynote Lecturer: Johanna Pirker Presented on: 09/07/2024, Dijon, France Abstract: The games industry has long been a driver of technological and creative innovation, continually pushing the boundaries of what is possible. Beyond entertainment, the principles, tools, and environments developed for and within this industry have significant...
"Modern Computing for Smart Industries" Prof. Sukhpal Singh Gill (ICSBT 2024)
มุมมอง 52 หลายเดือนก่อน
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มุมมอง 132 หลายเดือนก่อน
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"Artificial Intelligence for Biometrics" Prof. Vincenzo Piuri (SECRYPT 2024)
มุมมอง 122 หลายเดือนก่อน
Keynote Title: Artificial Intelligence for Biometrics Keynote Lecturer: Vincenzo Piuri Presented on: 08/07/2024, Dijon, France Abstract: Biometrics concerns the study of automated methods for authenticating an individual or identifying her among many people by measuring one or more physical or behavioral traits of her, like fingerprint, face, iris, voice, and gait. Biometrics was originally use...
“Personalising and Scaling Mental Health Care and Mental…” Prof. Harald Baumeister (ICT4AWE 2024)
มุมมอง 124 หลายเดือนก่อน
Keynote Title: Personalising and Scaling Mental Health Care and Mental Health Research by Digital Means Keynote Lecturer: Harald Baumeister Presented on: 30/04/2024, Angers, France Abstract: Digital mental health is a broad term that refers to both diagnostic and interventional solutions for healthcare as well as innovative digital research approaches in the field of mental health research. The...
“How to Make User Interfaces More Accessible and Easier to…” Prof. Harold Thimbleby (ICT4AWE 2024)
มุมมอง 44 หลายเดือนก่อน
Keynote Title: How to Make User Interfaces More Accessible and Easier to Use for People Who Are Different from Us - Breaking the Spell of the Curse of Knowledge Keynote Lecturer: Harold Thimbleby Presented on: 28/04/2024, Angers, France Abstract: When we are young most things are reasonably easy to use and we rarely think much about them - we just get on and do things. As we get older, though, ...
“From Anthropomorphic to Zoomorphic Social Robots: Our Experiences” Prof. Patrick Hung (IoTBDS 2024)
มุมมอง 44 หลายเดือนก่อน
Keynote Title: From Anthropomorphic to Zoomorphic Social Robots: Our Experiences Keynote Lecturer: Patrick Hung Presented on: 28/04/2024, Angers, France Abstract: A social robot consists of a physical hardware component to interact with humans connected through a network infrastructure as a cyber-physical computing system supported by Cloud services. Human-robot interaction (HRI) is a research ...
“Barrier and Opportunities to Develop Personalized Services…” Prof. Laura Fiorini (ICT4AWE 2024)
มุมมอง 54 หลายเดือนก่อน
“Barrier and Opportunities to Develop Personalized Services…” Prof. Laura Fiorini (ICT4AWE 2024)
“Massivizing Computer Systems: VU on the Science, Design…” Prof. Alexandru Iosup (CLOSER 2023)
มุมมอง 34 หลายเดือนก่อน
“Massivizing Computer Systems: VU on the Science, Design…” Prof. Alexandru Iosup (CLOSER 2023)
“The Potential of Social Robots in Higher Education” Prof. Birgit Lugrin (CSEDU 2024)
มุมมอง 154 หลายเดือนก่อน
“The Potential of Social Robots in Higher Education” Prof. Birgit Lugrin (CSEDU 2024)
“AI for Adaptive Tutoring and College Student Success” Prof. Zach Pardos (CSEDU 2024)
มุมมอง 334 หลายเดือนก่อน
“AI for Adaptive Tutoring and College Student Success” Prof. Zach Pardos (CSEDU 2024)
“AI and High Field MRI for Neurodegenerative...” Prof. Christine Fernandez-Maloigne (IMPROVE 2024)
มุมมอง 44 หลายเดือนก่อน
“AI and High Field MRI for Neurodegenerative...” Prof. Christine Fernandez-Maloigne (IMPROVE 2024)
“Observing the Users to Estimate the…” Prof. Luigi Atzori (COMPLEXIS, IOTBDS and FEMIB 2024)
มุมมอง 24 หลายเดือนก่อน
“Observing the Users to Estimate the…” Prof. Luigi Atzori (COMPLEXIS, IOTBDS and FEMIB 2024)
“AI Engineering: A Necessary Condition…” Mrs. Juliette Mattioli (ICEIS, ENASE and FEMIB 2024)
มุมมอง 104 หลายเดือนก่อน
“AI Engineering: A Necessary Condition…” Mrs. Juliette Mattioli (ICEIS, ENASE and FEMIB 2024)
“Software Innovation, Concepts & AI” Prof. Daniel Jackson (ICEIS and ENASE 2024)
มุมมอง 204 หลายเดือนก่อน
“Software Innovation, Concepts & AI” Prof. Daniel Jackson (ICEIS and ENASE 2024)
“Semantic Models for Trustworthy Systems: A Hybrid…” Dr. Giancarlo Guizzardi (ICEIS and ENASE 2024)
มุมมอง 144 หลายเดือนก่อน
“Semantic Models for Trustworthy Systems: A Hybrid…” Dr. Giancarlo Guizzardi (ICEIS and ENASE 2024)
“In a World of Digital Transformation...” Mr. Matthieu Deboeuf Rouchon (FEMIB and IoTBDS 2024)
มุมมอง 54 หลายเดือนก่อน
“In a World of Digital Transformation...” Mr. Matthieu Deboeuf Rouchon (FEMIB and IoTBDS 2024)
“Structuring and Exploring Geographic Iconographic Heritage” Dr. Valérie Gouet-Brunet (GISTAM 2024)
มุมมอง 44 หลายเดือนก่อน
“Structuring and Exploring Geographic Iconographic Heritage” Dr. Valérie Gouet-Brunet (GISTAM 2024)
“Making Talents and Leadership Ready for the Digital Era…” Prof. Kecheng Liu (ICEIS 2024)
มุมมอง 54 หลายเดือนก่อน
“Making Talents and Leadership Ready for the Digital Era…” Prof. Kecheng Liu (ICEIS 2024)
“Climate Change: Impacts, Trends and Extremes” Prof. Ricardo Trigo (GISTAM 2024)
มุมมอง 64 หลายเดือนก่อน
“Climate Change: Impacts, Trends and Extremes” Prof. Ricardo Trigo (GISTAM 2024)
“Novel Approaches to Model Assessment and Interpretation...” Prof. Alexander Brenning (GISTAM 2024)
มุมมอง 44 หลายเดือนก่อน
“Novel Approaches to Model Assessment and Interpretation...” Prof. Alexander Brenning (GISTAM 2024)
“RGB-Depth Imaging for High-Throughput Monitoring of Plant Growth” Dr. David Rousseau (IMPROVE 2024)
มุมมอง 164 หลายเดือนก่อน
“RGB-Depth Imaging for High-Throughput Monitoring of Plant Growth” Dr. David Rousseau (IMPROVE 2024)
Where can I find the rest of this talk?
This is excellent! Is there a full length video of her talk on this subject? I found a PDF by Mireille Hildebrandt of the same title, but I'd love to see her present it.
Nice presentation.
Love requirements engineering!
where is the full video?
cheum je guette cette vidéo en classe pr raconter sa sal vie
I would like to watch the full video. Please, thanks😊
RIP
😔 Promo'SM
Mr. Friedenthal, we love your book! Wish we could get the full lecture here.
excellent warm up
Thank you! However, the video is not complete. Good presentation.
ρ尺ｏΜ𝐎ᔕᗰ
fathi medos fez said thank you so much
My master thesis is based on your paper NSGA-ii solving platooning problem
What are the themata for hlektronik emporious for tomorrow? Shall we expect antisos? The pages of ili are near 1000. We don't have time for it
roy ruddle
Thankyou sir
interesting conference format, invited talks just three minutes long. they could get dozens in before lunch
oh it is a shame the video stopped after 3 mins :(
Trop bien
MDRRRR mais?????
Je suis d'accord
pila
Has the presentation PPT for this talk been posted anywhere online?
For the complete talk: vimeo.com/401304851
Hi, TH-camINSTICC. this is a exceptionally decent video. thanks. :)
Full video here: vimeo.com/327022597
Thanks, nothing is said actually in this vid on youtube. The link helps quite much!
0:42 coronavirus-sexgirls.online
Very interesting presentation, cloud services are a key tool for the research in almost all fields of science.
link to the complete video?
Good Afternoon, To have access to the full video please follow this link to the VISIGRAPP website: www.visigrapp.org/PreviousInvitedSpeakers.aspx
Good lecture
please where can I find the slides ?
way to go
Paulo ribeiro
Isidro
Oiii
This is ridiculous: to put all this effort into recording the video, editing and uploading - just to make a 3 minute teaser out of it! If you have access to IEEE, just read the full paper: www.semanticscholar.org/paper/Wise-Computing%3A-Toward-Endowing-System-Development-Harel-Katz/3f2d72b1cb73d7855266cf064ac88b08f1e01192 UPD: there is a video of this talk at the Israel Academy of Sciences: th-cam.com/video/-FxYcpvBfwk/w-d-xo.html
Where is the rest video?
vimeo.com/218002189
good presentation prof
my lecturer. very difficult for an accounting student to understand, but it is interesting.