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Basic Enhancement Strategies When Using Bayesian Optimization for Hyperparameter Tuning of Deep Neural Networks File File

Cho, Hyunghun , Kim, Yongjin , Lee, Eunjung , Choi, Daeyoung , Lee, Yongjae , Rhee, Wonjong

Article Issue Date2020-03 View8

An Alternative Fuel Refueling Station Location Model considering Detour Traffic Flows on a Highway Road System File File

Hwang, Seong Wook , Kweon, Sang Jin , Ventura, Jose A.

Article Issue Date2020-02 View10

A multi-dimensional model of Enterprise Resource Planning critical success factors File

Vargas, Marcela Alejandra , Comuzzi, Marco

Article Issue Date2020-01 View13

Secure and Differentially Private Logistic Regression for Horizontally Distributed Data File

Kim, Miran , Lee, Junghye , Ohno-Machado, Lucila , Jiang, Xiaoqian

Article Issue Date2020-01 View9

Semi-supervised distributed representations of documents for sentiment analysis File

Park, Saerom , Lee, Jaewook , Kim, Kyoungok

Article Issue Date2019-11 View12

국내 인적자본을 고려한 생애주기별 자산관리 File

유제용 , 홍주환 , 이용재 , 김장호

Article Issue Date2019-10 View20

Autoencoders for improving quality of process event logs File

Nguyen, Hoang Thi Cam , Lee, Suhwan , Kim, Jongchan , Ko, Jonghyeon , Comuzzi, Marco

Article Issue Date2019-10 View8

Learning multi-market microstructure from order book data File

Ju, Geonhwan , Kim, Kyoung-Kuk , Lim, Dong-Young

Article Issue Date2019-09 View5

Learning of indiscriminate distributions of document embeddings for domain adaptation File

Park, Saerom , Lee, Woojin , Lee, Jaewook

Article Issue Date2019-09 View14

An empirical comparison of classification techniques for next event prediction using business process event logs File

Tama, Bayu Adhi , Comuzzi, Marco

Article Issue Date2019-09 View5

Mining Twitter data for causal links between tweets and real-world outcomes File File

Lim, Sunghoon , Tucker, Conrad S.

Article Issue Date2019-09 View5

TSE-IDS: A Two-Stage Classifier Ensemble for Intelligent Anomaly-based Intrusion Detection System File File

Tama, Bayu Adhi , Comuzzi, Marco , Rhee, Kyung-Hyune

Article Issue Date2019-07 View7

A practical approach to measuring the impacts of stockouts on demand File

Kim, Sungil , Kim, Heeyoung , Lu, Jye-Chyi

Article Issue Date2019-06 View11

Ant-Colony Optimisation for Path Recommendation in Business Process Execution File

Comuzzi, Marco

Article Issue Date2019-06 View8

Revealing household characteristics using connected home products File

Kim, Sungil

Article Issue Date2019-06 View10

Loss-Driven Adversarial Ensemble Deep Learning for On-Line Time Series Analysis File File

Ko, Hyungjin , Lee, Jaewook , Byun, Junyoung , Son, Bumho , Park, Saerom

Article Issue Date2019-06 View11

A recursive method for static replication of autocallable structured products File

Kim, Kyoung-Kuk , Lim, Dong-Young

Article Issue Date2019-04 View5

Multi-factor service design: identification and consideration of multiple factors of the service in its design process File File

Lim, Chiehyeon , Kim, Ki-Hun , Kim, Min-Jun , Kim, Kwang-Jae

Article Issue Date2019-03 View10

Spatial cluster detection in mobility networks: a copula approach File

Kim, Heeyoung , Duan, Rong , Kim, Sungil , Lee, Jaehwan , Ma, Guang-Qin

Article Issue Date2019-01 View16

Optimal directed hypergraph traversal with ant-colony optimisation File

Comuzzi, Marco

Article Issue Date2019-01 View7

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