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Filters
Neighborhood Troubles: On the Value of User Pre-Filtering To Speed Up and Enhance Recommendations
[article]
2018
arXiv
pre-print
Preserved Fulltext
In this paper, we present work-in-progress on applying user pre-filtering to speed up and enhance recommendations based on Collaborative Filtering. ...
We propose to pre-filter users in order to extract a smaller set of candidate neighbors, who exhibit a high number of overlapping entities and to compute the final user similarities based on this set. ...
The authors would like to thank the Social Computing research area of the Know-Center GmbH and the AFEL consortium for their support. ...
arXiv:1808.06417v1
fatcat:utd7ifz3jff3toynisslhf3e5u
Inside Greenwich Village: a New York City neighborhood, 1898-1918
2002
ChoiceReviews
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to preserve and enhance the status of the Village's core section as a neighborhood of middle-or upper-class houses and small businesses. ...
, as his guide recalled, "instantly turned on his heel and fled from the house at top speed." ...
Newspaper reporters had great fun describing the difficult time organizers had finding a suitable cow (a Long Island farmer came to the rescue and loaned them one named "Annie"), then the trouble they ...
doi:10.5860/choice.39-4780
fatcat:yedquwsjc5fgna36iavizb5ici
Inside Greenwich Village: A New York City Neighborhood, 1898-1918
2002
Journal of American History
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to preserve and enhance the status of the Village's core section as a neighborhood of middle-or upper-class houses and small businesses. ...
, as his guide recalled, "instantly turned on his heel and fled from the house at top speed." ...
Newspaper reporters had great fun describing the difficult time organizers had finding a suitable cow (a Long Island farmer came to the rescue and loaned them one named "Annie"), then the trouble they ...
doi:10.2307/3092433
fatcat:5lj5mr4kobahznjdkapj6rqdpa
Enhanced Web Log Data Mining using Probability Density Based Fuzzy C Means Clustering
2020
International journal of recent technology and engineering
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It says without any doubt to grip the trouble of news given over-weight on the net while many users are connected on the meeting thing by which something is done. ...
The World Wide the net provides its services to the ranges of the net users. The net users may have different interests, needs and back knowledge. ...
Continue work on PDF value for all user sessions, and next cluster center is selected with highest PDF value using Eq.(4.4). ...
doi:10.35940/ijrte.f8366.038620
fatcat:d3njmw6bibcofifsxde6wnal7y
Risk Warning of Independent Intellectual Property Rights of Small- and Medium-Sized Scientific and Technological Enterprises Using Deep Learning
2022
Mobile Information Systems
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Strengthening the construction of intellectual property rights of SM-TE (small and medium-sized scientific and technological enterprises) in China is an important measure to speed up the development of ...
In this paper, a patent recommendation algorithm based on deep semantic similarity is proposed to solve the problem of low calculation accuracy of similarity matrix among users in sparse interaction matrix ...
user list is obtained; (5) Find a list of patents that may be used for recommendation according to the nearest user list; (6) Predicting the score of the recommended user on the patent; (7) Output the ...
doi:10.1155/2022/2899674
fatcat:5vpci2vbvbanhgpvbe2kxxs6im
A modified fuzzy C-means algorithm for collaborative filtering
2008
Proceedings of the 2nd KDD Workshop on Large-Scale Recommender Systems and the Netflix Prize Competition - NETFLIX '08
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Speed vs. accuracy It is interesting and important to investigate the relation of accuracy and speed. ...
FCM AND MF ALGORITHMS
Fuzzy C-means (FCM) The idea of clustering users is quite natural since a collaborative filtering algorithm usually tries to make recommendations to a user based on the histories ...
doi:10.1145/1722149.1722151
fatcat:br7cxd6ljfhmpl2kdtqvi43q6e
Digital Vein Mapping Using Augmented Reality
2020
International Journal of Intelligent Engineering and Systems
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Finally, the enhanced view of veins appears on the smartphone screen. Portability and economic cost are taken into consideration while developing the proposed prototype. ...
On the other hand, systems that use powerful processors to produce high frame rates suffer from high costs and a lack of mobility. ...
Author Contributions All authors contributed to the design and implementation of the research, to the analysis of the results and to the writing of the manuscript. ...
doi:10.22266/ijies2020.1231.45
fatcat:zoj3xst7ora5je576con57przu
Dynamic Web-Based 2D Medical Image Visualization and Processing Software
2018
Zenodo
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efficiently, the system also user-friendly and easy to integrate with an existing system that have already been making use of web technologies. ...
The XAMPP 'apache server' is used to create a local web server for testing and deployment of the dynamic site. ...
/Publication/10009853
Livewire: to find the path line between the fixed start point and the variable endpoint. Filter: there are three filters (threshold, sharpen and Sobel filters) use for enhancing ...
doi:10.5281/zenodo.2022735
fatcat:573y6xf4uzafdprbc675gei2cu
A STUDY ON MULTIPLE METHODS OF FINGERPRINT HASH CODE GENERATION BASED ON MD5 ALGORITHM USING MODIFIED FILTERING TECHNIQUES AND MINUTIAE DETAILS
2021
Zenodo
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A STUDY ON MULTIPLE METHODS OF FINGERPRINT HASH CODE GENERATION BASED ON MD5 ALGORITHM USING MODIFIED FILTERING TECHNIQUES AND MINUTIAE DETAILS - Thesis ...
As depicted in Figure 2 .7 the image is preprocessed for enhancement, that's primarily based on the complexity of the image with Gabor filters adjusted to the neighborhood ridge orientation and frequency ...
High pass filter helps to enhance the superiority of the image by sharpening the edges of the fingerprint image. ...
doi:10.5281/zenodo.5140714
fatcat:steqwl6bcrg3volizjwqk2weuu
Classifying Infected and Uninfected Red Blood Cell Images for Malaria Detection using Convolutional Neural Networks
2021
American Journal Of Advanced Computing
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In a morphological operation, each pixel in the image is adjusted based on the value of other pixels in its neighborhood. The size and shape of the neighborhood can also be adjusted. ...
Then it checks the stack and pop the pixels from the stack one by one and checks the 8 neighborhood of the popped pixel whether any of its neighborhood is foreground and labeled or not. ...
doi:10.15864/ajac.2107
fatcat:cnqj7hzy6nbvlobtmrujhoy4bu
Semantically-enhanced advertisement recommender systems in social networks
2016
Proceedings of the 18th International Conference on Information Integration and Web-based Applications and Services - iiWAS '16
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I wish all the best for these dear people. This Thesis is included in the Spanish MINECO project ''Radio Access Technologies for Heterogeneous Wireless Networks'' (RACHEL TEC2013-47141-C4-4-R). ...
between users a and u, and K is the neighborhood or set of most similar users. ...
efficiency and speed. ...
doi:10.1145/3011141.3011489
dblp:conf/iiwas/PazahrZSBM16
fatcat:oi4kf355ovhkvl3wckpzfjajsu
HUMAN EYE DETECTION SYSTEM FOR RECOGNIZE EYE DISEASES USING IMAGE PROCESSING
2021
Zenodo
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Figure 4 . 4 The pre calculated LoG (`Laplacian of Gaussian') kernel ends up in execution of convolution merely once during processing time itself on the image.The LoG in 2D spatial operate focused on ...
A on-the move fastened 3 × 3 window with constituent neighborhood is employed for this strata. The operation of the enhanced algorithm is implemented for each motion. ...
doi:10.5281/zenodo.5148811
fatcat:4pzov2mwtzd2hbgqsxib46snae
Living analytics methods for the social web
2013
SIGIR Forum
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However, research on Living Analytics as unified field is very new, and there are many broad open questions to consider as outlined in the Introduction. ...
We believe that answering many of those questions will allow us to build more intelligent systems for the benefit of society. ...
assigned by the user u to the learning object i and T opN tags (i) is the set of size N corresponding to the tags recommended to the user for learning object i, either based on α-TaggingLDA or on the ...
doi:10.1145/2568388.2568412
fatcat:bvpurklgi5a3rgvb4ve2tk2ohq
Optimized Recommender Systems with Deep Reinforcement Learning
[article]
2021
arXiv
pre-print
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Recommender Systems have been the cornerstone of online retailers. ...
This work investigates and develops means to setup a reproducible testbed, and evaluate different state of the art algorithms in a realistic environment. ...
There has been research on ways generate faithful user simulations from website interaction data, and how to use such simulations to create ...
arXiv:2110.03039v1
fatcat:oqjh4aezxjdb7jkvrn6qw4254a
Transport-domain applications of widely used data sources in the smart transportation: A survey
[article]
2018
arXiv
pre-print
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social networks, 5) transit data with the focus on smart cards, and 6) environmental data. ...
Moreover, in order to alleviate the shortcomings pertaining to each single data source and acquire a better understanding of mobility behavior in transportation systems, the data fusion architectures are ...
Making the cities "smart", using Information and Communication Technology (ICT), is one solution to manage the urban troubles and enhance cities' livability, workability, and sustainability (2) . ...
arXiv:1803.10902v3
fatcat:tc67qy4x4vbtjb76qi6mbwrqy4
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