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Agung Toto Wibowo

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Agung Toto Wibowo

Category: Publications

Some academic documentation to what I have been worked.

Incorporating Constraints into Matrix Factorization for Clothes Package Recommendation

April 16, 2018 atw Publications

Abstract Recommender systems have been widely applied in the literature to suggest individual items to users. In this paper, we[…]

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Matrix Factorization for Package Recommendations

April 16, 2018 atw Publications

Abstract Research in recommendation systems has to date focused on recommending individual items to users. However there are contexts in[…]

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Bumblebee Friendly Planting Recommendations with Citizen Science Data

April 16, 2018 atw Publications

Abstract Several citizen science projects engage with the public around pollinator species, typically requesting data (e.g. in the form of[…]

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Generating Pseudotransactions for Improving Sparse Matrix Factorization

April 16, 2018 atw Publications

Abstract Recent research on Recommender Systems, specifically Collaborative Filtering, has focussed on Matrix Factorization (MF) methods, which have been shown[…]

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Artificial fish swarm algorithm for job shop scheduling problem

April 16, 2018 atw Publications

Abstract One of the most difficult combinatorial optimization problems in recent studies is job shop scheduling. Job shop scheduling which[…]

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Naïve Random Neighbor Selection for memory based Collaborative Filtering

April 16, 2018 atw Publications

Abstract Collaborative Filtering (CF) is one challenging problem in information retrieval, with memory based become popular among other applicable methods.[…]

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Cluster-Smoothed with Random Neighbor Selection for Collaborative Filtering

April 16, 2018 atw Publications

Abstract Collaborative filtering is an approach that is usually used for recommendation system to get prediction value from item by[…]

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Non-relevant document reduction in anti-plagiarism using asymmetric similarity and AVL tree index

April 16, 2018 atw Publications

Abstract Anti-plagiarism applications have been developed using various approaches. Many methods compare one document to others, regardless of their relevance.[…]

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Performance efficiency in plagiarism indication detection system using indexing method with data structure 2-3 tree

April 16, 2018 atw Publications

Abstract Plagiarism is a form of cheating that has been so much happen. One of prevention is to make the[…]

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Malaria Incidence Forecasting from Incidence Record and Weather Pattern Using Polynomial Neural Network

April 16, 2018 atw Publications

Abstract Malaria affects over 100 million persons worldwide with approximately 2,414 deaths a day in average each year. Indonesia is[…]

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