MLDM (1)

Publications

2019

Aozhong Wang, Xiaochun Wang, Xia Li Wang
A New Minimum Spanning Tree Algorithm Constructed in A Backward Fashion. MLDM (1) (2019)
Eric L. Goodman, Chase Zimmerman, Corey Hudson
Packet2Vec: Utilizing Word2Vec for Feature Extraction in Packet Data. MLDM (1) (2019)
Hua Zhao, Fairouz Kamareddine
A Novel Phonetic Algorithm for Predicting Chinese Names using Chinese Pin Yin. MLDM (1) (2019)
Iago Richard Rodrigues Silva, Marília Nayara Clemente de Almeida Lima, Wellington Pinheiro dos Santos, Roberta Andrade de Araújo Fagundes
A Model for Diagnosis of Alzheimer's Disease Using Haralick Texture Features and Meta Feature Selection. MLDM (1) (2019)
Hang Shi, Chengjun Liu
An Unsupervised Statistical Moving Shadow Detection Method for Video Analysis. MLDM (1) (2019)
Jose Guillermo Guarnizo, Luis Fernando Niño
Clonal Selection Algorithm Applied to Object Recognition in Mobile Robots. MLDM (1) (2019)
Xiaochun Wang, Xia Li Wang, Xuan Xiong Lin
Fast K-medoids Clustering Algorithm Using Triangle Inequality. MLDM (1) (2019)
Milan Cisty, Frantisek Cyprich, Veronika Soldanova
A comparison of linear and machine learning models for the simulation of soil moisture. MLDM (1) (2019)
Luciano C. M. Andrade, André C. P. L. F. de Carvalho
Fraud Detection Using Explainable Machine Learning Algorithms. MLDM (1) (2019)
Bruno Marques, Dante Barone
Explainable Artificial Intelligence for Match Analysis in Association Football. MLDM (1) (2019)
Hyun-chul Chang, Sungbum Park
Design and Implementation of an Intrusion Detection System using Deep Neural Network. MLDM (1) (2019)
Leeanne Lindsay, Sonya Coleman, Brian Taylor, Dermot Kerr, Anne Moorhead
Using Machine Learning Algorithms to Predict the Likelihood of Recurrent Falls in Older Adults. MLDM (1) (2019)
Eldane Vieira Junior, Rita Maria da Silva Julia, Elaine Ribeiro de Faria
Mining Data Stream to Detect Behavior Change in a Real-Time Strategy Game. MLDM (1) (2019)
Dieinison Jack Freire Braga, Leodécio Braz S. S., Críston Pereira de Souza, Ticiana L. Coelho da Silva
Handbags Classication Model via Deep Learning. MLDM (1) (2019)
Valentina Sulimova, Sergey Bukhonov, Olga Krasotkina, Vadim Mottl, Annette Sterr, Kevin Wells, David Windridge
Sparse Multimodal Classification of EEG Signals from Rapid Serial Visual Presentation of Diagnostic Images. MLDM (1) (2019)
Kevin Stower, Dirk Krechel
Seq2SQL - Evaluating Different Deep Learning Architectures Using Word Embeddings. MLDM (1) (2019)
Terry N. Guo, Animesh Dahal, Ambareen Siraj
Precise Feature Selection and Case Study of Intrusion Detection in an Industrial Control System (ICS) Environment?. MLDM (1) (2019)
Francielle M. Nascimento, Dante A. C. Barone, Henrique Carlos de Castro
Social Activism Analysis: An Application of Machine Learning in the World Values Survey. MLDM (1) (2019)
Ali Hatamizadeh, Hamid Hosseini, Zhengyuan Liu, Steven D. Schwartz, Demetri Terzopoulos
Deep Dilated Convolutional Nets for the Automatic Segmentation of Retinal Vessels. MLDM (1) (2019)
Mythili Krishnan, Madhan Kumar Srinivasan
Server Failure Prediction Framework for IT Infrastructure Supporting Critical Applications. MLDM (1) (2019)
Nidhi Gupta, Pushpraj Bhatele, Pritee Khanna
Customized use of Expectation Maximization for Glioma Identication from Brain MRIs. MLDM (1) (2019)
Nada Almugren, Hala M. Alshamlan
FF-SVM: New FireFly-based Gene Selection Algorithm for Microarray Cancer Classification. MLDM (1) (2019)
Qing Chen, Mingxuan Sun, Jian Zhang
Neural-Attention Multi-Instance Learning for Predicting User Demographics from Highly Noisy Tweets. MLDM (1) (2019)
Junmei Zhong, William Li
Detecting Customer Churn Signals for Telecommunication Industry Through Analyzing Phone Call Transcripts with Recurrent Neural Networks. MLDM (1) (2019)
Tahsinur Rahman, Aniqa Zaida Khanom, Sheikh Mastura Farzana, Sharowar Md. Shahriar Khan, Md. Ashraful Alam
Analysis of Linear and Non-Linear Classiers in Imbalanced Data to Predict Diabetes Induced Complications. MLDM (1) (2019)
Vadim Mottl, Olga Krasotkina, Valentina Sulimova, Alexey Morozov, Ilya Pugach, Alexander Tatarchuk
Linear complexity algorithms for high dimensional SVM and regression problems with smart sparse regularization. MLDM (1) (2019)
Xiaochun Wang, Xia Li Wang, Xuan Xiong Lin
A Fast AEMST Algorithm for High-Dimensional Datasets by Removing Redundant Distance Computation. MLDM (1) (2019)
Hatem M. Elsherif, Khaled Mohammad Alomari, Ahmad Qasim Mohammad AlHamad, Khaled Shaalan
Arabic Rule-based Named Entity Recognition System Using GATE. MLDM (1) (2019)
Mohammad O. Faruque, Hadi Ghahremannezhad, Chengjun Liu
Vehicle Classication in Video Using Deep Learning. MLDM (1) (2019)
Machine Learning and Data Mining in Pattern Recognition, 15th International Conference on Machine Learning and Data Mining, MLDM 2019, New York, NY, USA, July 20-25, 2019, Proceedings, Volume I MLDM (1) (2019)
Lee A. Carraher, Sayantan Dey, Philip A. Wilsey
Tree Based Clustering On Large, High Dimensional Datasets?. MLDM (1) (2019)
Zhengyong Jiang, Frans Coenen
Long Short-Term Memory-based Multi-Period Price Prediction for Portfolio Management. MLDM (1) (2019)
Adison Khomprasert, Thanawin Rakthanmanon, Kitsana Waiyamai
Entropy-based Approach for Parameter-free Attribute Clustering. MLDM (1) (2019)
Pradumn Kumar Pandey, T. Ramalingeswara Rao, Satyajeet Maharana
Community detection in networks with fuzzy boundaries. MLDM (1) (2019)

2018

volume 10934, 2018

Machine Learning and Data Mining in Pattern Recognition - 14th International Conference, MLDM 2018, New York, NY, USA, July 15-19, 2018, Proceedings, Part I MLDM (1) 10934 (2018)