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Algorithm used by recommender systems
Collaborative filtering (CF) is, besides content-based filtering, one of two major techniques used by recommender systems. Collaborative filtering has
Collaborative_filtering
suggested to improve robustness of both model-based and memory-based collaborative filtering. However, robust collaborative filtering techniques are still
Robust collaborative filtering
Robust_collaborative_filtering
System to predict users' preferences
or both collaborative filtering and content-based filtering, as well as other systems such as knowledge-based systems. Collaborative filtering approaches
Recommender_system
2006–2009 innovation competition
The Netflix Prize was an open competition for the best collaborative filtering algorithm to predict user ratings for films, based on previous ratings
Netflix_Prize
Potential problem in computer-based information systems
characteristics (content-based filtering) or the user's social environment and past behavior (collaborative filtering). Depending on the system, the user
Cold start (recommender systems)
Cold_start_(recommender_systems)
Computational navigational technique used by robots and autonomous vehicles
2828321. ISSN 2329-9290. Mahler, R.P.S. (October 2003). "Multitarget bayes filtering via first-order multitarget moments". IEEE Transactions on Aerospace and
Simultaneous localization and mapping
Simultaneous_localization_and_mapping
Group intelligence that emerges from collective efforts
CI research agendas. Citizen science Civic intelligence Collaborative filtering Collaborative innovation network Collective decision-making Collective
Collective_intelligence
Global system of connected computer networks
Initiative does not check for filtering of child pornography and because their classifications focus on technical filtering, they do not include other types
Internet
Process of reducing the number of random variables under consideration
Guangtun B.; Duchêne, Gaspard (2018). "Non-negative Matrix Factorization: Robust Extraction of Extended Structures". The Astrophysical Journal. 852 (2):
Dimensionality_reduction
Community rating algorithm
between reputation systems and collaborative filtering is the ways in which they use user feedback. In collaborative filtering, the goal is to find similarities
Reputation_system
resilience of secure information infrastructure. CloudFilter (2012–13) was an EPSRC collaborative project with Imperial College to explore novel methods
Nexor
American knowledge discovery software company
Inc. (/dɪfˈiːoʊ/ dif-E-oh), is a software company that developed a collaborative intelligence text mining product for defense, intelligence and financial
Diffeo,_Inc.
Alias and "tied to" addresses in user identities Integration with e-mail filtering Integration with addressbook Integration with calendar S/MIME and PGP
Internet_Messaging_Program
Video compression format, succeeds H.264/MPEG-4 AVC
merging, improved motion compensation filtering, and an additional filtering step called sample-adaptive offset filtering. Effective use of these improvements
High_Efficiency_Video_Coding
US Army research program
The Cognition and Neuroergonomics (CaN) Collaborative Technology Alliance was a research program initiated, sponsored and partly performed by the U.S
Cognition and Neuroergonomics Collaborative Technology Alliance
Cognition_and_Neuroergonomics_Collaborative_Technology_Alliance
United States research program
throat microphone signals for noise-robust speech recognition using an optimum filter algorithm. "ROBOTICS COLLABORATIVE TECHNOLOGY ALLIANCE (RCTA): Proposed
Robotics Collaborative Technology Alliance
Robotics_Collaborative_Technology_Alliance
Distributed software architecture pattern
servers or clients. The broker may also perform additional tasks, such as filtering, modifying messages, ensuring a quality of service (QoS) (e.g. 0 for "at
Broker_pattern
Analysis of social structures using network and graph theory
computer-supported collaborative learning: A role for Social Network Analysis". International Journal of Computer-Supported Collaborative Learning. 2 (1):
Social_network_analysis
Research field that lies at the intersection of machine learning and computer security
assess the robustness of machine learning models and minimize the risk of adversarial attacks. Examples include attacks in spam filtering, where spam
Adversarial_machine_learning
Plain text markup language
and large language models, and also used elsewhere in online forums, collaborative software, documentation pages, and readme files. The initial description
Markdown
Meetings for information retrieval research
search results from a large number of real on-line web search services. Filtering Track – Goal: to binarily decide retrieval of new incoming documents given
Text_Retrieval_Conference
American computer scientist and statistician
2009 Second Place in the $1 million Netflix Prize competition for collaborative filtering 2010 Best Student Paper Award, International Conference on Machine
Lester_Mackey
Chinese internet regulations
Roskomnadzor agency collaborates with Chinese Great Firewall security officials in implementing its data retention and filtering infrastructure. During
Great_Firewall
"INNOVATIONSPREIS-IT 2011" (in German). Retrieved 1 February 2013. Patrick Marschik (March 2010). "Evaluation of Collaborative Filtering Algorithms" (PDF). Vienna.
Easyrec
Channel access method used by various radio communication technologies
and higher-quality signal. A novel collaborative multi-user transmission and detection scheme called collaborative CDMA has been investigated for the
Code-division_multiple_access
Overview of and topical guide to machine learning
recognition Speech recognition Recommendation system Collaborative filtering Content-based filtering Hybrid recommender systems Search engine Search engine
Outline_of_machine_learning
Type of software
software for public critical discussion, collaborative development, group commitment, and collaborative filtering of content based on voting and rating.
Social_software
Finding information for an information need
extraction). The result of feature extraction is a description. Methods for the filtering of media descriptions (for example, elimination of redundancy) Methods
Information_retrieval
Productivity and collaboration software
Customers now had the ability to better configure their spam and virus filtering, implement retention policies, restore deleted messages, and give administrators
Google_Workspace
Diode that emits light from an organic compound
degradation. Two secondary benefits of the aluminum capping layer include robustness to electrical contacts and the back reflection of emitted light out to
OLED
AI standards for robustness and data privacy
designed to have transparent reasoning, are explainable (XAI), accountable, robust, fair and honest, respectful of data privacy, and steerable or alignable
Trustworthy_AI
Type of machine learning model
may include filtering out such content. LLM-generated content can pose a problem if the content is similar to human text (making filtering difficult) but
Large_language_model
the application scenario Process Design & Innovation are collaborative robots. Collaborative robotic arms are able to learn the motion and path demonstrated
Artificial intelligence in industry
Artificial_intelligence_in_industry
Networking protocol for clock synchronization
may also peer with other stratum 2 computers to provide more stable and robust time for all devices in the peer group. Stratum 3 These are computers that
Network_Time_Protocol
Concept in machine learning
spatial structure such as an image or volume. The inputs are convolved by filtering before being passed to the next layer. A typical use is to perform feature
Tensor_(machine_learning)
Online debate platform
debate trees. It is a collaborative reasoning tool for thoughtful discussion, understanding different points of view, and collaborative decision-making, showing
Kialo
American semiconductor company
dominant in the standards-setting space currently, China would likely compete robustly to fill any void left by Qualcomm as a result of this hostile takeover
Broadcom
Rankings of higher education providers in the United Kingdom
annually by the Complete University Guide and The Guardian, as well as a collaborative list by The Times and The Sunday Times. Rankings have also been produced
Rankings of universities in the United Kingdom
Rankings_of_universities_in_the_United_Kingdom
Type of decentralized and distributed network architecture
all peers in the network is the same, unstructured networks are highly robust in the face of high rates of "churn"—that is, when large numbers of peers
Peer-to-peer
2015 film by Todd Haynes
third-largest of 2015. In its second weekend, the film grossed $203,076, with a "robust" average of $50,769 per location, the best of the week, bringing its nine-day
Carol_(film)
Open-source web server software
(module mod_gzip) URL rewriting (module mod_rewrite) Filtering (modules mod_include, mod_ext_filter) Headers and content rewriting Custom logging with rotation
Apache_HTTP_Server
Intelligence of machines
dynamic Bayesian networks). Probabilistic algorithms can also be used for filtering, prediction, smoothing, and finding explanations for streams of data,
Artificial_intelligence
Textual emotion detection method
on explicit data set. For example, collaborative filtering works on the rating matrix, and content-based filtering works on the meta-data of the items
Sentiment_analysis
Doppler Labs showcased Here One to fans and performing artists through a collaborative integration at the 2016 Coachella Music Festival. The products were
Here_One
Web standards
It also became clear that the new format could form the basis of a more robust replacement for blog editing protocols such as the Blogger API and LiveJournal
Atom_(web_standard)
British musician (born 1977)
of different actions, including adjusting volume, recording loops and filtering sound. The gloves also come with a custom gesture recognition software
Imogen_Heap
Image dataset
2008 and ended in April 2010. It took 49K workers from 167 countries filtering and labeling over 160M candidate images. They had enough budget to have
ImageNet
Browser-based music production software
detunization (which produces a sort of chorus effect) Distortion Audiotool has a robust library of samples available to users on the site. With the release of Audiotool
Audiotool
Optimization problem in computer science
MPEG-2 standard Robotic sensing Recommendation systems, e.g. see Collaborative filtering Internet marketing – see contextual advertising and behavioral
Nearest_neighbor_search
2010 studio album by Katy Perry
singer also claimed that working with Martin and Luke was "a wonderful collaborative effort". As for the visual component, the singer likens it to "going
Teenage_Dream
English singer and songwriter (born 1986)
Rosen of Rolling Stone described Florence and the Machine's style as "dark, robust and romantic", deeming the ballad "Only If for a Night" as a mix of "classic
Florence_Welch
Nonprofit global organization
law enforcement investigations by filtering the material investigators find on offenders' computers. Using robust hash sets, Project VIC technology allows
International Centre for Missing & Exploited Children
International_Centre_for_Missing_&_Exploited_Children
Retrieved 2017-12-13. Schubotz, Moritz; Wicke, Gabriel (2014). "Mathoid: Robust, Scalable, Fast and Accessible Math Rendering for Wikipedia". In Watt, Stephen
List of TCP and UDP port numbers
List_of_TCP_and_UDP_port_numbers
1966 studio album by the Beatles
into their work for the first time. The guitar sound on the album was more robust than before, through the use of new Fender amplifiers; the choice of guitars
Revolver_(Beatles_album)
Non-parametric classification method
Sahin (2013), "User-centric evaluation of a k-furthest neighbor collaborative filtering recommender algorithm", Proceedings of the 2013 ACM Conference
K-nearest_neighbors_algorithm
Method of spatial measurement using laser
using a toolbox called Toolbox for Lidar Data Filtering and Forest Studies (TIFFS) for lidar data filtering and terrain study software. The data is interpolated
Lidar
System that transfers heat from one space to another
underscoring the importance of vocational training for industry growth. This robust development in the heat pump market is set to play a significant role in
Heat_pump
Greek computer vision and robotics researcher
capabilities, Chli became interested in creating multi-robot collaborative SLAM. Collaborative scene perception and mapping by a group of autonomous robots
Margarita_Chli
model or the Internet protocol suite would result in the best and most robust computer networks. Japan, which had built the UUCP-based network JUNET in
History_of_the_Internet
Central nervous system stimulant
trials found that stimulant medications were the only intervention with robust short-term efficacy, and were associated with lower all-cause treatment
Amphetamine
Wikipedia. The authors concluded that information generated through collaborative projects such as Wikipedia may be susceptible to an editorial bias that
Ideological_bias_on_Wikipedia
Equipment of the British Army
companies selected to take part to showcase their platforms: Elbit with its Robust, Milrem and its Type X, and Rheinmetall with its Wiesel. The Hydra 400 jet-propelled
List of equipment of the British Army
List_of_equipment_of_the_British_Army
Co-founder of Wikipedia (born 1966)
experienced the potential of computer networks to foster large-scale collaborative projects. Inspired by the successful initial public offering of Netscape
Jimmy_Wales
Digital audio format
(Germany), and Matsushita (Japan), was chosen due to its simplicity and error robustness, as well as for its high level of computational efficiency. The MUSICAM
MP3
United Nations goals for people for 2039
different goals; for example, for SDG 13 (climate action), the IPCC sees robust synergies with SDGs 3 (health), 7 (clean energy), 11 (cities and communities)
Sustainable_Development_Goals
Branch of machine learning
computer vision, speech recognition, machine translation, social network filtering, playing board and video games and medical diagnosis. As of 2017, neural
Deep_learning
Part of a Geiger counter
gaseous detectors showing ion current against applied voltage. While it is a robust and inexpensive detector, the G–M is unable to measure high radiation rates
Geiger–Müller_tube
English-American urban designer and theorist
(16 January 2023). "Does Petaluma Have Any Neighborhoods That Provide A Robust In-Person Social Network?". 0 to 100. ranked 57. "Allan Jacobs and Donald
Donald_Appleyard
For designing software used in electronics and embedded systems
integration with third-party CAD and CAE software tools; multi-objective and robust optimization algorithms; data analysis, and uncertainty quantification tools
PSeven
Study of mental functions and behaviors
gender, spirituality, and sexual orientation. With the advent of more robust research on psychotherapy, there is evidence that most major therapies are
Psychology
Infection caused by Bacillus anthracis bacteria
bags and treated as biohazard waste. Respiratory equipment capable of filtering small particles, such the US National Institute for Occupational Safety
Anthrax
Marvel Studios film
model built from reconstituted parts, Joss Whedon's buoyant, witty, and robustly entertaining superhero smash-up is escapism of a sophisticated order, boasting
The_Avengers_(2012_film)
Radar used to locate and monitor meteorological conditions
a meteorologist. Due to the spread of dual-polarization radar systems, robust and efficient approaches for the compensation of rain attenuation are currently
Weather_radar
Lab technique in biology and chemistry
Gottardo R (April 2008). "Automated gating of flow cytometry data via robust model-based clustering". Cytometry Part A. 73 (4): 321–32. doi:10.1002/cyto
Flow_cytometry
Rod-shaped, gram-negative bacterium
premature destruction of the red blood cells, which then clog the body's filtering system, the kidneys, in some rare cases (usually in children and the elderly)
Escherichia_coli
Twin-aisle airliner family
Boeing's Everett, Washington engineering center. The collaborators began ongoing collaborative group sessions—not just a series of meetings—that lasted
Boeing_787_Dreamliner
Protection of computer systems from information disclosure, theft or damage
real-time filtering and blocking. Another implementation is a so-called physical firewall, which consists of a separate machine filtering network traffic
Computer_security
Michael Rutter's extensive research in the 1960s provided statistically robust evidence that the syndrome of "early infantile autism" existed. His most
History_of_autism
Islamic scholar and jurist (1263–1328)
Muath al-Kasasbeh. After the Iranian revolution, conservative Sunni ulema robustly championed Ibn Taymiyya's anti-Shia polemics across the Islamic World since
Ibn_Taymiyya
American stealth air superiority fighter
(PMP) every 300 flight hours. Its stealth coatings were designed to be more robust and weather-resistant than those of earlier stealth aircraft, yet early
Lockheed_Martin_F-22_Raptor
Functional programming language
data type declarations were permitted to contain no constructors, enabling robust nonce types for foreign data that could not be constructed in Haskell. This
Haskell
American dark comedy-drama film by Sam Mendes
strong debuts in Brazil, Mexico, and South Korea. Other high spots included robust returns in Argentina, Greece, and Turkey. On the weekend of March 3, 2000
American_Beauty_(1999_film)
is incompatible with LaTeX. Among other things, it does not provide for robust citation keys. Some reference management software include support for automatic
Comparison of reference management software
Comparison_of_reference_management_software
Viewed social effects of communications technology
being in place, the perception of social presence is low and affective filtering (a communication blockage brought about by negative emotional feelings)
Social_presence_theory
Large flightless bird endemic to Australia
and long legs. It can grow up to 1.9 m (6 ft 3 in) in height. It is a robust bipedal runner that can travel great distances, and when necessary can sprint
Emu
Device that vaporizes a liquid nicotine solution for inhalation
confounding. The median E‐value was 2.90, indicating that the estimates were not robust against unmeasured confounding. Phillips, Carl V. (21 May 2015). "Gateway
Electronic_cigarette
Decentralized hacktivist collective
cyber war with indignant hackers; Company with security once considered 'robust' now dealing with constant breaches". Associated Press. May 30, 2011. Archived
Anonymous_(hacker_group)
knowledge to develop more robust projects, creating mutual benefits that reinforce the value of participation. "The collaborative efforts among competing
Open_coopetition
President of the United States from 2021 to 2025
the COVID-19 recession and his first year in office was characterized by robust growth in real GDP, employment, wages, and stock market returns, amid significantly
Joe_Biden
Application programming interface for multimedia processing
Windows versions. One reason cited by Microsoft is to provide "much more robust support for content protection systems" (see digital rights management)
DirectShow
Type of psychological relationship
case study for parasocial relationships due to its long-running nature, robust community interactions, and clearly defined personalities of the Mane Six
Parasocial_interaction
Chong-Yu; Guo, Shenglian; Chen, Xiaohong; Zhang, Zhenxing (August 2021). "Robust Meteorological Drought Prediction Using Antecedent SST Fluctuations and
Applications of artificial intelligence
Applications_of_artificial_intelligence
Overuse of a shared resource
common in question, the consumptive nature of their uses, and the relative robustness of the common. The same concept is sometimes called the "tragedy of the
Tragedy_of_the_commons
Field of design focusing on the creation of user-centered products and websites
four main principles of POUR: Perceivable, Operable, Understandable, and Robust. Web Content Accessibility Guidelines (WCAG) 2.0 covers a wide range of
User_experience_design
Method of collaboration
significant cost and effort. Collaborative engineering Computer supported brainstorming Computer-supported collaboration Collaborative software Mobile collaboration
Virtual_collaboration
Group of spatially dispersed and dedicated sensors
resources and they have to be self organized. As for the distributed filtering over distributed sensor network. the general setup is to observe the underlying
Wireless_sensor_network
reduction measure if they do not quit, which however also only has little robust evidence. Frequency of use is a major factor in the level of risks or permanence
List of causes of death by rate
List_of_causes_of_death_by_rate
Heat and light produced during an electrical arc fault
the short circuit. By redirecting the fault current, this action provides robust protection for personnel in close proximity to the arc flash and limits
Arc_flash
Indonesian infrastructure projects
completed infrastructure, and the project's deadline. The results of this filtering process are then discussed in a limited meeting with the Coordinating
National_Strategic_Projects
Data about other data
accessibility needs of information seekers are beginning to become more robust, their adoption into established metadata schemas has not been as developed
Metadata
ROBUST COLLABORATIVE-FILTERING
ROBUST COLLABORATIVE-FILTERING
Boy/Male
Muslim
Strong, Tough, Robust
Boy/Male
Indian
Collaborate
Biblical
strong; robust
Surname or Lastname
English, French, German, Dutch, Hungarian (Róbert), etc
English, French, German, Dutch, Hungarian (Róbert), etc : from a Germanic personal name composed of the elements hrÅd
‘renown’ + berht ‘bright’, ‘famous’. This is found occasionally
in England before the Conquest, but in the main it was introduced into
England by the Normans and quickly became popular among all classes of
society. The surname is also occasionally borne by Jews, as an
Americanized form of one or more like-sounding Jewish surnames.A Robert from La Rochelle, France is documented in Trois-Rivières,
Quebec, in 1666, with the secondary surname
Surname or Lastname
English
English : patronymic from the personal name Robb.
Surname or Lastname
English and French
English and French : variant of Robert.
Male
French
 Norman French form of Latin Robertus, ROBERT means "bright fame." Compare with another form of Robert.
Boy/Male
American, Anglo, Australian, British, Chinese, Christian, Czechoslovakian, Danish, Dutch, English, Finnish, French, German, Indian, Irish, Italian, Jamaican, Netherlands, Polish, Scottish, Swedish, Swiss, Teutonic
Bright with Fame; Famed; Bright; Shining; An All-time Favorite Boys Name Since the Middle Ages; A; 14th-century King Robert the Bruce; Robert Burns the Poet
Boy/Male
Hindu, Indian, Marathi
Strong; Robust
Boy/Male
Christian & English(British/American/Australian)
Robust
Male
English
 English form of Anglo-Saxon Hreodbeorht, ROBERT means "bright fame." Compare with another form of Robert.
Male
Dutch
, supplanter.
Boy/Male
Indian
Strong, Tough, Robust
Surname or Lastname
English
English : nickname for a person with red hair, from Middle English, Old French rous ‘red(-haired)’ (Latin russ(e)us).Americanized spelling of German Raus.
Boy/Male
Arabic, Muslim
Strong; Tough; Robust; Forceful
Boy/Male
German American Shakespearean Teutonic English French Scottish
Famed, bright; shining. An all-time favorite boys' name since the Middle Ages. Famous Bearers:...
Male
Czechoslovakian
, bright fame.
Male
Dutch
, supplanter.
Surname or Lastname
English
English : variant spelling of Rout.
Surname or Lastname
English
English : variant spelling of Roebuck.
ROBUST COLLABORATIVE-FILTERING
ROBUST COLLABORATIVE-FILTERING
Female
Icelandic
 Feminine form of Icelandic Jóhann, JANNA means "God is gracious." Compare with another form of Janna.
Girl/Female
Hindu
Girl/Female
Hindu
Boy/Male
Tamil
Ramanuj | ராமாநà¯à®œ
Born after Rama i.e. Lakshman (Younger brother of Rama)
Boy/Male
Tamil
Brilliance, Lord of excellent intellect
Boy/Male
Tamil
Aryadita | à®…à®°à¯à®¯à®¾à®¤à¯€à®¤à®¾
Aryadita combines the names Arya meaning noble and adita the Sun or conqueror. therefore, It means the noble conqueror
Boy/Male
Indian, Punjabi, Sikh
Exact Love
Boy/Male
Tamil
Victory, Glory, Fame, Success
Girl/Female
Arabic, Muslim, Pashtun
Name of Flower
Girl/Female
Arabic, French, German, Indian, Muslim
Attractive; Good Looking; Generous; Virtuous
ROBUST COLLABORATIVE-FILTERING
ROBUST COLLABORATIVE-FILTERING
ROBUST COLLABORATIVE-FILTERING
ROBUST COLLABORATIVE-FILTERING
ROBUST COLLABORATIVE-FILTERING
n.
Roast.
n.
The act of working together; united labor.
v. t.
To mark or indicate by a rebus.
v. t.
To dry and parch by exposure to heat; as, to roast coffee; to roast chestnuts, or peanuts.
a.
Robust.
v. t.
See Roust, v. t.
a.
Sickly; not robust.
a.
Requiring strength or vigor; as, robust employment.
n.
See Roust.
n.
A composition used in making a rust joint. See Rust joint, below.
a.
Pithy; robust.
n.
The locust tree. See Locust Tree (definition, note, and phrases).
n.
See Herb Robert, under Herb.
adv.
In a robust manner.
a.
Roasted; as, roast beef.
v. t.
To cause to contract rust; to corrode with rust; to affect with rust of any kind.
v.
To wake from sleep or repose; as, to rouse one early or suddenly.
a.
Evincing strength; indicating vigorous health; strong; sinewy; muscular; vigorous; sound; as, a robust body; robust youth; robust health.
v. t.
To cook by surrounding with hot embers, ashes, sand, etc.; as, to roast a potato in ashes.
v. t.
To rouse; to disturb; as, to roust one out.