Search results for "ICMLA"

Hits ?▲	Authors	Title	Venue	Year	Link
1	Johan Schubert, Ulrika Wickenberg Bolin	Cluster Management of Scientific Literature in HSTOOL.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Scott Wahl, John Sheppard 0001	Approximate Orthogonal Spectral Autoencoders for Community Analysis in Social Networks.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Charles De Trogoff, Rim Hantach, Gisela Lechuga, Philippe Calvez	Automatic Key Information Extraction from Visually Rich Documents.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Marco Dossena, Christopher Irwin, Luigi Portinale	Graph-based Recommendation using Graph Neural Networks.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Yassine El Manyari, Patrick Le Callet, Laurent Dollé	Imitation from Observation using RL and Graph-based Representation of Demonstrations.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Bassam A. Abdelghani, Sophia Fadal, Shadi Bedoor, Shadi Banitaan	Prediction of Heart Attacks using Data Mining Techniques.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Seth Ockerman, Erin Carrier	Predicting COVID-19 Case Counts using Twitter Image Data.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Hamidreza Mahyar, Peter Tulala, Elahe Ghalebi, Radu Grosu	DeepWafer: A Generative Wafermap Model with Deep Adversarial Networks.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Mori Kurokawa, Kei Yonekawa, Shuichiro Haruta, Tatsuya Konishi, Hideki Asoh, Chihiro Ono, Masafumi Hagiwara	Multi-view Contrastive Multiple Knowledge Graph Embedding for Knowledge Completion.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Daniel Klosa, Christof Büskens	Evolutionary Neural Architecture Search for Traffic Forecasting.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Jessica An	Using CatBoost and Other Supervised Machine Learning Algorithms to Predict Alzheimer's Disease.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Nafiz Sadman, Akib Sadmanee, Kishor Datta Gupta, Roy George	HeteroGenius: An Improvised 'Intelligence' in Heterogeneous Graph Transformers.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Abdulrahman Ahmed Gharawi, Jumana Alsubhi, Lakshmish Ramaswamy	Impact of Labeling Noise on Machine Learning: A Cost-aware Empirical Study.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Marco Faella, Luigi Sauro	Universal Thompson Sampling.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Azar Alizadeh, Pooya Tavallali, Vahid Behzadan, Aditya Ranganath, Mukesh Singhal	A Novel Approach for Synthetic Reduced Nearest-Neighbor Leveraging Neural Networks.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Samuel Blad, Martin Längkvist, Franziska Klügl, Amy Loutfi	Empirical analysis of the convergence of Double DQN in relation to reward sparsity.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Shaun Anthony Little, Kaushik Roy 0003, Ahmed Al Hamoud	Performance Benchmark of Machine Learning-Based Methodology for Swahili News Article Categorization.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Amit S. Chhetri, Philip Hilmes, Mrudula Athi, Nikhil Shankar	On the Robustness of Deep Learning-Based Speech Enhancement.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Cecilia Latotzke, Batuhan Balim, Tobias Gemmeke	Post-Training Quantization for Energy Efficient Realization of Deep Neural Networks.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Alexander Naumann, Felix Hertlein, Benchun Zhou, Laura Dörr, Kai Furmans	Scrape, Cut, Paste and Learn: Automated Dataset Generation Applied to Parcel Logistics.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Mingming Qiu, Elie Najm, Rémi Sharrock, Bruno Traverson	Reinforcement Learning Based Architectures for Dynamic Generation of Smart Home Services.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Peter Belcak, David Hofer, Roger Wattenhofer	A Neural Model for Regular Grammar Induction.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Dhruv Nandakumar, Robert Schiller, Christopher Redino, Kevin Choi, Abdul Rahman, Edward Bowen, Marc Vucovich, Joe Nehila, Matthew Weeks, Aaron Shaha	Zero Day Threat Detection Using Metric Learning Autoencoders.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Chun Yuan, Youxuan Zhong, Jiake Tian, Yi Zou	A Real-time Digit Gesture Recognition System Based on mmWave Radar.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Ruchita Mehta, Vasile Palade, Sara Sharifzadeh, Bo Tan 0003, Yordanka Karayaneva	Continuous Human Activity Recognition using Radar Imagery and Dynamic Time Warping.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Noel Elias	Audio Classification of Low Feature Spectrograms Utilizing Convolutional Neural Networks.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Alexander M. Moore, Randy C. Paffenroth, Ken T. Ngo, Joshua R. Uzarski	ACGANs Improve Chemical Sensors for Challenging Distributions.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Tong Chen, Jiho Noh, Luke Cranfill, John Morris, Junggab Son	Improving Fashion Attribute Classification Accuracy with Limited Labeled Data Using Transfer Learning.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Yan-Bin Chen, Khong-Loon Tiong, Chen-Hsiang Yeang	Clustering image data with a fixed embedding.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Xingyu Li, Zhe Qu, Bo Tang 0011, Zhuo Lu	Stragglers Are Not Disasters: A Hybrid Federated Learning Framework with Delayed Gradients.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Feiyang Cai, Zhenkai Zhang, Jie Liu 0001, Xenofon D. Koutsoukos	A Vision Transformer Architecture for Open Set Recognition.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Adnan Ben Mansour, Gaia Carenini, Alexandre Duplessis, David Naccache	Federated Learning Aggregation: New Robust Algorithms with Guarantees.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Hidetomo Sakaino	DeepReject and DeepRoad: Road Condition Recognition and Classification Under Adversarial Conditions.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Andrew Tittaferrante, Abdulsalam Yassine	Hyperparameter Tuning in Offline Reinforcement Learning.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Yifan Zhao, Xian Yang, Ranga Raju Vatsavai	Multi-stream Deep Residual Network for Cloud Imputation Using Multi-resolution Remote Sensing Imagery.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Moamar Sayed Mouchaweh, Lala H. Rajaoarisoa	Explainable Decision Support Tool for IoT Predictive Maintenance within the context of Industry 4.0.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Khensa Daoudi, Maroua Yamami, Salem Benferhat, Lila Méziani	Managing imprecise map and image data in a possibility theory framework.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Werickson F. C. Rocha, Antônio U. Lucena, Gabriel F. Sarmanho, Rodrigo C. Félix, Sandro A Miqueleti, Tiago C. Dourado	Machine learning protocol from ultrasound data for monitoring, predicting, and supporting the analysis of dam slopes.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Sara Karimi, Sahar Asadi, Francesco Lorenzo, Amir Hossein Payberah	CandyRL: A Hybrid Reinforcement Learning Model for Gameplay.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Sheuli Paul, Michael Sintek, Veton Këpuska, Marius Silaghi 0001, Liam Robertson	Intent based Multimodal Speech and Gesture Fusion for Human-Robot Communication in Assembly Situation.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Giovanni Ciaramella, Stefano Fagnano, Giacomo Iadarola, Fabio Martinelli, Francesco Mercaldo, Antonella Santone	Continuous and Silent User Authentication Through Mouse Dynamics and Explainable Deep Learning.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Adiba Haque, Anika Nahian Binte Kabir, Maisha Islam, Mayesha Monjur, Md. Khalilur Rhaman, Moin Mostakim	Determining Association between Fatal Heart Failure and Chronic Kidney Disease: A Machine Learning Approach.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Jawaher Alghamdi, Yuqing Lin, Suhuai Luo	Towards Fake News Detection on Social Media.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Adrin Issai Arasu, Manish Modani, Nagabhushana Rao Vadlamani	Application of Machine Learning Techniques in Temperature Forecast.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Azar Alizadeh, Mukesh Singhal, Vahid Behzadan, Pooya Tavallali, Aditya Ranganath	Stochastic Induction of Decision Trees with Application to Learning Haar Trees.	ICMLA	2022	DBLP DOI BibTeX RDF
1	M. Arif Wani, Mehmed M. Kantardzic, Vasile Palade, Daniel Neagu, Longzhi Yang, Kit Yan Chan (eds.)	21st IEEE International Conference on Machine Learning and Applications, ICMLA 2022, Nassau, Bahamas, December 12-14, 2022	ICMLA	2022	DBLP DOI BibTeX RDF
1	Mohammed Terry-Jack, Nikolai Rozanov	Connecting the Semantic Dots: Zero-shot Learning with Self-Aligning Autoencoders and a New Contrastive-Loss for Negative Sampling.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Ala Alam Falaki, Robin Gras	A Robust Approach to Fine-tune Pre-trained Transformer-based models for Text Summarization through Latent Space Compression.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Bahman Afsari, Alexander V. Favorov, Elana J. Fertig, Leslie Cope	Regression Expression Variation Analysis (REVA): a rank-based multi-dimensional measure of correlation.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Pooja Prajod, Elisabeth André	On the Generalizability of ECG-based Stress Detection Models.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Pascal Hecker, Arpita Kappattanavar, Maximilian Schmitt, Sidratul Moontaha, Johannes Wagner 0001, Florian Eyben, Björn W. Schuller, Bert Arnrich	Quantifying Cognitive Load from Voice using Transformer-Based Models and a Cross-Dataset Evaluation.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Claire Thorp, Sean Sisti, Walter D. Bennette	Feature Extraction for Out of Distribution Detection via Self-Supervised Learning.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Susana Lavado, Miguel Mateus, Leid Zejnilovic	The Performance-Actionability Trade-Off in Retention Prediction at Middle School.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Maksim Ekin Eren, Manish Bhattarai, Nicholas Solovyev 0001, Luke E. Richards, Roberto Yus, Charles Nicholas, Boian S. Alexandrov	One-Shot Federated Group Collaborative Filtering.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Alexander V. Demin, Denis K. Ponomaryov	Interpretable Reinforcement Learning with Multilevel Subgoal Discovery.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Indrajeet Ghosh, Avijoy Chakma, Sreenivasan Ramasamy Ramamurthy, Nirmalya Roy, Nicholas R. Waytowich	PerMTL: A Multi-Task Learning Framework for Skilled Human Performance Assessment.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Dennis Bogatov Wilkman, Lifei Tang, Kateryna Morozovska, Federica Bragone	Self-Supervised Transformer Networks for Error Classification of Tightening Traces.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Joshua Peeples, Alina Zare, Jeffrey Dale, James Keller 0001	Histogram Layers for Synthetic Aperture Sonar Imagery.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Olaoluwa Adigun, Bart Kosko	Deeper Bidirectional Neural Networks with Generalized Non-Vanishing Hidden Neurons.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Md. Rafiqul Islam Rabin, Mohammad Amin Alipour	Code2Snapshot: Using Code Snapshots for Learning Representations of Source Code.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Jennifer Schwabe, Chelsea Hua, Emma M. Allen, Leonard A. Jason, Jacob Furst 0001, Daniela Raicu	Predicting ME/CFS After Infectious Mononucleosis Using Cytokine Network Correlations.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Carlos Ramos-Carreño, José Luis Torrecilla, Alberto Suárez 0001	Classification of Functional Data: A Comparative Study.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Pu Yang, Arinbjörn Kolbeinsson, Naman Shukla, Javier A. Barria	Deep Contrastive Anomaly Detection for Airline Ancillaries Prediction.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Bassam A. Abdelghani, Mina Maleki, Shadi Banitaan, Amna Mazen	Occupancy Detection based on WI-FI SysLog Data.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Oliver Welin Odeback, Federica Bragone, Tor Laneryd, Michele Luvisotto, Kateryna Morozovska	Physics-Informed Neural Networks for prediction of transformer's temperature distribution.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Jacqueline Höllig, Cedric Kulbach, Steffen Thoma	TSEvo: Evolutionary Counterfactual Explanations for Time Series Classification.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Dirar Sweidan, Ulf Johansson, Anders Gidenstam, Beatrice Alenljung	Predicting Customer Churn in Retailing.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Ahsanullah Yunas Mahmoud, Daniel Neagu, Daniele Scrimieri, Amr Rashad Ahmed Abdullatif	Machine Learning Experiments with Artificially Generated Big Data from Small Immunotherapy Datasets.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Zahra Montajabi, Vahid Khorasani Ghassab, Nizar Bouguila	Recurrent Neural Network-Based Video Compression.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Gabriel A. Pinheiro, Felipe V. Calderan, Juarez L. F. Da Silva, Marcos G. Quiles	The impact of low-cost molecular geometry optimization in property prediction via graph neural network.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Tue Herlau	Active learning of causal probability trees.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Prerit Datta, Akbar Siami Namin, Keith S. Jones	Can We Predict Consequences of Cyber Attacks?	ICMLA	2022	DBLP DOI BibTeX RDF
1	Krishna Karthik Gadiraju, Zexi Chen, Bharathkumar Ramachandra, Ranga Raju Vatsavai	Real-Time Change Detection At the Edge.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Sriram Baireddy, Da-Young Lee, Carlos Gongora-Canul, Christian D. Cruz, Edward J. Delp	Leaf Tar Spot Detection Using RGB Images.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Ola Mustafa Alqahtani, Lakshmish Macheeri Ramaswamy	A Layer Decomposition Approach to Inference Time Prediction of Deep Learning Architectures.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Marija Stanojevic, Lesley A. Norris, Philip C. Kendall, Zoran Obradovic	Predicting anxiety treatment outcomes with machine learning.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Muhammad Fawad Akbar Khan, Hamid Karimi	A New Framework to Assess the Individual Fairness of Probabilistic Classifiers.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Sai Prathyush Katragadda, Tyler Cody, Peter A. Beling, Laura J. Freeman	Active Learning with Combinatorial Coverage.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Andrew Tittaferrante, Abdulsalam Yassine	Benchmarking Offline Reinforcement Learning.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Yue Han, Yang Lei, Viktor Shkolnikov, Daisy Xin, Steven Barcelo, Jan P. Allebach, Edward J. Delp	Label-Free Mammalian Cell Tracking Enhanced by Precomputed Velocity Fields.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Federica Bragone, Khaoula Oueslati, Tor Laneryd, Michele Luvisotto, Kateryna Morozovska	Physics-Informed Neural Networks for Modeling Cellulose Degradation in Power Transformers.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Anand Dubey, Niall Lyons, Avik Santra, Ashutosh Pandey	XAI-BayesHAR: A novel Framework for Human Activity Recognition with Integrated Uncertainty and Shapely Values.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Hao Zhu, Mahashweta Das, Mangesh Bendre, Fei Wang 0062, Hao Yang 0007, Soha Hassoun	Few-Shot Link Prediction with Domain-Agnostic Graph Embedding.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Caroline Svahn, Oleg Sysoev	CCVAE: A Variational Autoencoder for Handling Censored Covariates.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Timo Maiwald, Erich Leder, Ralf Pijahn, Reinhard Buchhold, Georg Fischer 0001	Nuclide Identification using CsI(Tl) Gamma Ray Spectra and Neural Networks.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Mina Ameli, Philipp Aaron Becker, Katharina Lankers, Markus van Ackeren, Holger Bähring, Wolfgang Maaß 0002	Explainable Unsupervised Multi-Sensor Industrial Anomaly Detection and Categorization.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Steven E. Arroyo, Shen-Shyang Ho	Autoencoder Ensemble Method for Botnets Detection on IOT Devices.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Tak-Shing T. Chan, Alex J. Gibberd	Identifying Metering Hierarchies with Distance Correlation and Dominance Constraints.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Boaz Ilan, Aditya Ranganath, Jacqueline Alvarez, Shilpa Khatri, Roummel F. Marcia	Interpretability of ReLU for Inversion.	ICMLA	2022	DBLP DOI BibTeX RDF
1	K. M. Kavitha, A Nishmitha, Gowda Karthik Balgopal, Kausalya K. Naik, Mranali Gourish Gaonkar	Aspect-based Sentiment Analysis of English and Hindi Opinionated Social Media Texts.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Kamalakkannan Ravi, Adan Ernesto Vela, Rickard Ewetz	Classifying the Ideological Orientation of User-Submitted Texts in Social Media.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Tasin Islam, Alina Dana Miron, Xiaohui Liu 0001, Yongmin Li 0001	SVTON: Simplified Virtual Try-On.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Hamid Karimi, Tyler Derr	Decision Boundaries of Deep Neural Networks.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Xueying Liu, Shiaofen Fang, George O. Mohler, Joan Carlson, Yunyu Xiao	Time-to-event modeling of subreddits transitions to r/SuicideWatch.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Thuan Nguyen, Boyang Lyu, Prakash Ishwar, Matthias Scheutz, Shuchin Aeron	Trade-off between reconstruction loss and feature alignment for domain generalization.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Yusuf Arslan, Kevin Allix, Clément Lefebvre, Andrey Boytsov, Tegawendé F. Bissyandé, Jacques Klein	Exploiting Prototypical Explanations for Undersampling Imbalanced Datasets.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Xuke Yan, Linxi Zhang, Bo Liu 0024, Guangzhi Qu	A Lightweight and Fast Approach for Upper Limb Range of Motion Assessment.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Ana Carolina Rodrigues, Ricardo M. Marcacini	Sentence Similarity Recognition in Portuguese from Multiple Embedding Models.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Ricardo Cerri, Elaine R. Faria, João Gama 0001	An Algorithm Adaptation Method for Multi-Label Stream Classification using Self-Organizing Maps.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Imen Chakroun, Geert Vanmeerbeeck, Roel Wuyts, Wilfried Verarcht	AI privacy preserving robots working in a smart sensor environment.	ICMLA	2022	DBLP DOI BibTeX RDF

Publications at "ICMLA"( http://dblp.L3S.de/Venues/ICMLA )