Search results for "ICMLA"

Hits ?▲	Authors	Title	Venue	Year	Link
1	Hidetomo Sakaino, Atsushi Higuchi	Sat2rain: Multiple Satellite Images to Rainfall Amounts Conversion By Improved GAN.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Nada Abdalla, Damien Forthomme	Probabilistic Approach for Recommendation Systems.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Jumanah Alshehri, Marija Stanojevic, Eduard C. Dragut, Zoran Obradovic	On Label Quality in Class Imbalance Setting -A Case Study.	ICMLA	2022	DBLP DOI BibTeX RDF
1	Hee Jun Park, Abhinav Goel	Dynamic Adjustment of Concurrent Neural Networks within Limited Power Thermal Constraints in Autonomous Driving.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Helik Kanti Thacker, Atishay Kumar, Adrita Barari, Damini, Ankit Gupta 0010, Keerthi Kiran Jagannathachar, Deokgu Yoon	AlphaRA: An AlphaZero based approach to Redundancy Analysis.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Xiaohong W. Gao, Alice Gao	COVID-CBR: A Deep Learning Architecture Featuring Case-Based Reasoning for Classification of COVID-19 from Chest X-Ray Images.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Ahmad Slim, Don R. Hush, Tushar Ojha, Georges El-Howayek, Chaouki T. Abdallah, Terry Babbitt	Maximizing University Enrollment Using Institutional-Based Aid Scholarship.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Jonathan Michael Gomes Selman, Nikita Demir, Peter H. Wrege, Andreas Paepcke	Curriculum Learning to Handle Extreme Class Imbalance for Acoustic Modeling of Forest Elephant Calls.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Milan Aryal, Nasim Yahyasoltani	Identifying Catheter and Line Position in Chest X-Rays Using GANs.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Jan-Christoph Schmitz, Adrian Bauer, Anton Kummert	Large-Scale Curb Extraction Based on 3D Deep Learning and Iterative Refinement Post-Processing.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Marko Orescanin, Mehmet Ergezer, Gurminder Singh, Matthew Baxter	Federated Fine-Tuning Performance on Edge Devices.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Yasutaka Furusho, Shuhei Nitta, Yukinobu Sakata	Kernel ridge reconstruction for anomaly detection: general and low computational reconstruction.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Henry Musto, Daniel Stamate, Ida M. Pu, Daniel Stahl	A Machine Learning Approach for Predicting Deterioration in Alzheimer's Disease.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Muhammad Junaid Khan, Shah Hassan, Gita Sukthankar	Leveraging Transformers for StarCraft Macromanagement Prediction.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Ying Li, Alexander Ding, Yu Cao 0002, Benyuan Liu, Shuijiao Chen, Xiaowei Liu	Detection of Endoscope Withdrawal Time in Colonoscopy Videos.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Federica Mandreoli, Federico Motta, Paolo Missier	An HMM-ensemble approach to predict severity progression of ICU treatment for hospitalized COVID-19 patients.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Kihyung Joo, Simon S. Woo	IVDR: Imitation learning with Variational inference and Distributional Reinforcement learning to find Optimal Driving Strategy.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Rishab Sharma, Fatemeh H. Fard, Apurva Narayan	Retrieval Enhanced Ensemble Model Framework For Rumor Detection On Micro-blogging Platforms.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Daniel Schwartz, Jonathan Michael Gomes Selman, Peter H. Wrege, Andreas Paepcke	Deployment of Embedded Edge-AI for Wildlife Monitoring in Remote Regions.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Carolina Frangeto, Marcius Fabius Carvalho, Frédéric Andrès, Bernard Blancan, Lia Toledo Moreira Mota	Monitoring Karting Pilot's Moodflow: a First Experience.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Francisco Marques, Rodrigo Melo, Alano Pinto, Arthur Bastos, Samira Ribeiro, Ana Gonçalves, Flávio Reis	Assisted Maintenance of Automatic Reclosers with Object Detection through Mobile Devices.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Tegg Tae Kyong Sung, Bo Ryu	SoCRATES: System-on-Chip Resource Adaptive Scheduling using Deep Reinforcement Learning.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Hans Hao-Hsun Hsu, Jiawen Xu, Ravi Sama, Matthias Kovatsch	Automated Antenna Testing Using Encoder-Decoder-based Anomaly Detection.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Pankaj Dikshit, B. Chandra 0001, M. P. Gupta 0001	Automating Questions and Answers of Good and Services Tax system using clustering and embeddings of queries.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Thomas W. Webb, Neelanjan Bhowmik, Yona Falinie A. Gaus, Toby P. Breckon	Operationalizing Convolutional Neural Network Architectures for Prohibited Object Detection in X-Ray Imagery.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Arnab Sharma, Caglar Demir, Axel-Cyrille Ngonga Ngomo, Heike Wehrheim	MLCHECK- Property-Driven Testing of Machine Learning Classifiers.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Tyler Cody, Stephen C. Adams, Peter A. Beling	Trade-offs in Metric Learning for Bearing Fault Diagnosis.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Yi Ru Wang, Samir Khaki, Weihang Zheng, Mahdi S. Hosseini, Konstantinos N. Plataniotis	CONetV2: Efficient Auto-Channel Size Optimization for CNNs.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Nawshad Farruque, Randy Goebel, Osmar R. Zaïane, Sudhakar Sivapalan	Explainable Zero-Shot Modelling of Clinical Depression Symptoms from Text.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Victor Elijah Adeyemo, Anna Palczewska, Ben Jones	LCCspm: l-Length Closed Contiguous Sequential Patterns Mining Algorithm to Find Frequent Athlete Movement Patterns from GPS.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Aashish Rai, Clara Ducher, Jeremy R. Cooperstock	Improved Attribute Manipulation in the Latent Space of StyleGAN for Semantic Face Editing.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Riley White, Nathan Sprague	Deep Metric Learning for Code Authorship Attribution and Verification.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Jason Henry, Mehmet Ergezer, Marko Orescanin	Perceptually Constrained Fast Adversarial Audio Attacks.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Oshada Jayasinghe, Damith Anhettigama, Sahan Hemachandra, Shenali Kariyawasam, Ranga Rodrigo, Peshala Jayasekara	SwiftLane: Towards Fast and Efficient Lane Detection.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Prasad Hajare, Sadia Kamal, Siddharth Krishnan, Arunkumar Bagavathi	A Machine Learning Pipeline to Examine Political Bias with Congressional Speeches.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Joffrey L. Leevy, John T. Hancock, Taghi M. Khoshgoftaar, Jared M. Peterson	Detecting Information Theft Attacks in the Bot-IoT Dataset.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Joyal Raju, Yona Falinie A. Gaus, Toby P. Breckon	Continuous Multi-modal Emotion Prediction in Video based on Recurrent Neural Network Variants with Attention.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Muralikrishnna G. Sethuraman, Ali Payani, Faramarz Fekri, J. Clayton Kerce	Visual Question Answering based on Formal Logic.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Berry Weinstein, Shai Fine, Yacov Hel-Or	Pairwise Margin Maximization for Deep Neural Networks.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Jun Zhu, Gautier Viaud, Céline Hudelot	Improving Next-Application Prediction with Deep Personalized-Attention Neural Network.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Liam A. Kruse, Allan L. Reiss, Mykel J. Kochenderfer, Stephanie Balters	Dyadic Sex Composition and Task Classification Using fNIRS Hyperscanning Data.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Naima Khan, Nirmalya Roy	BuiltNet: Graph based Spatio-Temporal Indoor Thermal Variation Detection.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Guimin Dong, Mingyue Tang, Lihua Cai, Laura E. Barnes, Mehdi Boukhechba	Semi-supervised Graph Instance Transformer for Mental Health Inference.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Oliviero Riganelli, Paolo Saltarel, Alessandro Tundo, Marco Mobilio, Leonardo Mariani	Cloud Failure Prediction with Hierarchical Temporal Memory: An Empirical Assessment.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Jing Zhang, Chao Wang, Zezhou Li, Xianbo Zhang	Threshold-free Anomaly Detection for Streaming Time Series through Deep Learning.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Amish Garg, Tanav Shah, Vinay Kumar Jain, Raksha Sharma	CrypTop12: A Dataset For Cryptocurrency Price Movement Prediction From Tweets And Historical Prices.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Felix Havugimana, Mohammed Bany Muhammad, Kazi Ashraf Moinudin, Mohammed Yeasin	Predicting Cognitive Load using Parameter-optimized CNN from Spatial-Spectral Representation of EEG Recordings.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Carmine Guida, Ming Zhang, Jordan Blackadar, Zilong Yang, Jeffrey B. Driban, Jeffrey W. Duryea, Lena Schaefer, Charles B. Eaton, Timothy E. McAlindon, Juan Shan	Automated Hand Osteoarthritis Classification Using Convolutional Neural Networks.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Swetha Govindu, Raviteja Vidya Guttula, Swati Kohli, Poonam Patil, Anagha Kulkarni 0001, Ilmi Yoon	Towards Intelligent Reading through Multimodal and Contextualized Word LookUp.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Marzieh Mousavian, Jianhua Chen 0003, Steven G. Greening	Depression Detection Using Combination of sMRI and fMRI Image Features.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Ali Ahsan Muhummad Muzaheed, Shah Muhammad Hamdi, Soukaïna Filali Boubrahimi	Sequence Model-based End-to-End Solar Flare Classification from Multivariate Time Series Data.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Rene Garcia Franceschini, Jeffrey Liu, Saurabh Amin	Damage Estimation and Localization from Sparse Aerial Imagery.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Enrico Meloni, Matteo Tiezzi, Luca Pasqualini, Marco Gori, Stefano Melacci	Messing Up 3D Virtual Environments: Transferable Adversarial 3D Objects.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Walter Gerych, Jessica L. Bader, Declan Nelson, Thalia Chao-Zhang, Luke Buquicchio, Abdulaziz Alajaji, Kavin Chandrasekaran, Emmanuel Agu, Elke A. Rundensteiner	Local Geometry Preserving Deep Networks For Featurizing High Dimensional Datasets.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Arthur Müller, Vishal Rangras, Tobias Ferfers, Florian Hufen, Lukas Schreckenberg, Jürgen Jasperneite, Georg Schnittker, Michael Waldmann, Maxim Friesen, Marco A. Wiering	Towards Real-World Deployment of Reinforcement Learning for Traffic Signal Control.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Yongzhao Wang 0001, Arunesh Sinha, Sky CH-Wang, Michael P. Wellman	Building Action Sets in a Deep Reinforcement Learner.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Schubert R. Carvalho, Nicolas M. Bertagnolli, Tyler Folkman	Temporal Bottleneck Attention for Video Recognition.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Venkat Margapuri, Niketa Penumajji, Mitchell L. Neilsen	Seed Classification using Synthetic Image Datasets Generated from Low-Altitude UAV Imagery.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Sunil Thulasidasan, Sushil Thapa, Sayera Dhaubhadel, Gopinath Chennupati, Tanmoy Bhattacharya 0001, Jeff A. Bilmes	An Effective Baseline for Robustness to Distributional Shift.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Ajay Soni, Pratik Padamwar, Krishna Reddy Konda	Contextual road lane and symbol generation for autonomous driving.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Shantanu Ghar, Sayali Patil, Venkhatesh Arunachalam	Data Driven football scouting assistance with simulated player performance extrapolation.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Nikola Markovic, Daniel Vahle, Volker Staudt, Dorothea Kolossa	Condition Monitoring for Power Converters via Deep One-Class Classification.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Erkai Li, Huiming Tang	A Novel Convolutional Neural Network For Pavement Crack Segmentation.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Hamed Ayoobi, Ming Cao 0001, Rineke Verbrugge, Bart Verheij	Argue to Learn: Accelerated Argumentation-Based Learning.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Tak-Sung Heo, Yongmin Yoo, Yeongjoon Park, Byeong-Cheol Jo, Kyounguk Lee, Kyungsun Kim	Medical Code Prediction from Discharge Summary: Document to Sequence BERT using Sequence Attention.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Marcus Hägglund, Francisco J. Peña, Sepideh Pashami, Ahmad Al-Shishtawy, Amir Hossein Payberah	COCLUBERT: Clustering Machine Learning Source Code.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Lixing Song, Junheng Wang, Junhong Xu	A Data-Efficient Reinforcement Learning Method Based on Local Koopman Operators.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Louis Jensen, Jayme Fosa, Ben Teitelbaum, Peter Chin 0001	How Dense Autoencoders can still Achieve the State-of-the-art in Time-Series Anomaly Detection.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Lukas Johannes Dust, Marina López Murcia, Andreas Mäkilä, Petter Nordin, Ning Xiong 0001, Francisco Herrera	Federated Fuzzy Learning with Imbalanced Data.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Aditya Singh, Anubhav Gupta, Hardik Wadhwa, Siddhartha Asthana, Ankur Arora	Temporal Debiasing using Adversarial Loss based GNN architecture for Crypto Fraud Detection.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Nandish Chattopadhyay, Anupam Chattopadhyay	ROWBACK: RObust Watermarking for neural networks using BACKdoors.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Patrick Kinyua Gikunda, Nicolas Jouandeau	Homogeneous Transfer Active Learning for Time Series Classification.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Mirza Jasarevic, Veselka Boeva, Fredrik Sjölin, Per-Olav Gramstad	Understanding Traffic Cruising Causation Via Parking Data Enhancement.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Quchen Fu, Zhongwei Teng, Jules White, Douglas C. Schmidt	A Transformer-based Approach for Translating Natural Language to Bash Commands.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Jaydeep Chakraborty, Hamada M. Zahera, Mohamed Ahmed Sherif, Srividya K. Bansal	ONTOCONNECT: Domain-Agnostic Ontology Alignment using Graph Embedding with Negative Sampling.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Lerina Aversano, Mario Luca Bernardi, Marta Cimitile, Riccardo Pecori	Anomaly Detection of actual IoT traffic flows through Deep Learning.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Xudong Liu	On Learning Probabilistic Partial Lexicographic Preference Trees.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Shain Shahid Chowdhury, Soukaïna Filali Boubrahimi, Shah Muhammad Hamdi	Time Series Data Augmentation using Time-Warped Auto-Encoders.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Narges Manouchehri, Nizar Bouguila, Wentao Fan	Batch and Online Variational Learning of Hierarchical Pitman-Yor Mixtures of Multivariate Beta Distributions.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Qing Tang, Marie-Hélène Abel, Elsa Negre	Improve Learner-based Recommender System with Learner's Mood in Online Learning Platform.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Anand Ravishankar, Santhi Natarajan, A. Bharathi Malakreddy	Pruned Genetic-NAS on GPU Accelerator Platforms with Chaos-on-Edge Hyperparameters.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Kristina Kirsten, Bjarne Pfitzner, Lando Löper, Bert Arnrich	Sensor-Based Obsessive-Compulsive Disorder Detection With Personalised Federated Learning.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Abtin Shahkarami, Mansoor I. Yousefi, Yves Jaouën	Efficient Deep Learning of Nonlinear Fiber-Optic Communications Using a Convolutional Recurrent Neural Network.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Praveen Kumar R, I Niranjan Kumar, Sujith Sivasankaran, A. Mohan Vamsi, Vineeth Vijayaraghavan	Critical State Detection for Adversarial Attacks in Deep Reinforcement Learning.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Cagri Ozdemir, Randy C. Hoover, Kyle A. Caudle	Fast Tensor Singular Value Decomposition Using the Low-Resolution Features of Tensors.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Arghya Basak, Pradeep Rathore, Sri Harsha Nistala, Sagar Srinivas 0001, Venkataramana Runkana	Universal Adversarial Attack on Deep Learning Based Prognostics.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Andreas Selmaier, Benjamin Lutz, Dominik Kißkalt, Simon Börnicke, Jens Fürst, Jörg Franke	Semantic Segmentation of Multi-Channel Polycrystalline Structure Micrographs Using Convolutional Neural Networks.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Jérôme Buisine, Fabien Teytaud, Samuel Delepoulle, Christophe Renaud	Guided-Generative Network for noise detection in Monte-Carlo rendering.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Diego Vallejo-Huanga, Esteban Carrera, Jonathan Mañay	AuTGeLy: Automatic Title Generator based on Song Lyrics Extractions.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Lingxiao Wang 0005, Shuo Pang, Jinlong Li	Learn to Trace Odors: Autonomous Odor Source Localization via Deep Learning Methods.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Khondker Fariha Hossain, Sharif Amit Kamran, Alireza Tavakkoli, Lei Pan 0002, Xingjun Ma, Sutharshan Rajasegarar, Chandan Karmaker	ECG-Adv-GAN: Detecting ECG Adversarial Examples with Conditional Generative Adversarial Networks.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Runfeng Miao, Solaiman Shokur, Andrea Cristina De Lima Pardini, Daniel Boari, Mohamed Bouri	Detecting Freezing of Gait in Parkinson's Disease Patient via Deep Residual Network.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Mehmet Emin Aktas, Thu Nguyen, Esra Akbas	Homology Preserving Graph Compression.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Giovanni Bacci 0001, Anna Ingólfsdóttir, Kim G. Larsen, Raphaël Reynouard	Active Learning of Markov Decision Processes using Baum-Welch algorithm.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Henry Eigen, Amir Sadovnik	TopKConv: Increased Adversarial Robustness Through Deeper Interpretability.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Omar Boursalie, Reza Samavi, Thomas E. Doyle	Decoder Transformer for Temporally-Embedded Health Outcome Predictions.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Maryam Pardakhti, Nila Mandal, Anson W. K. Ma, Qian Yang	Practical Active Learning with Model Selection for Small Data.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Alan Firmiano, Ticiana L. Coelho da Silva	Identifying Duplicate Police Reports.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Jonathan Jaegerman, Khalil Damouni, Mahdi S. Hosseini, Konstantinos N. Plataniotis	In Search of Probeable Generalization Measures.	ICMLA	2021	DBLP DOI BibTeX RDF
1	Haoran Wang, Shi Yu	Robo-Advising: Enhancing Investment with Inverse Optimization and Deep Reinforcement Learning.	ICMLA	2021	DBLP DOI BibTeX RDF

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