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DSAA
2014
2017
2020
2023
2014
2023
Keyphrases
Publications
2023
Peter D. Nagy
,
Heidar Davoudi
Towards Deep Learning Models for Automatic Computer Program Grading.
DSAA
(2023)
Youcef Djenouri
,
Ahmed Nabil Belbachir
Empowering Urban Connectivity in Smart Cities using Federated Intrusion Detection.
DSAA
(2023)
Md. Rezaul Karim
,
Md Shajalal
,
Alexander Graß
,
Till Döhmen
,
Sisay Adugna Chala
,
Alexander Boden
,
Christian Beecks
,
Stefan Decker
Interpreting Black-box Machine Learning Models for High Dimensional Datasets.
DSAA
(2023)
Alessandro Falcetta
,
Massimo Pavan
,
Stefano Canali
,
Viola Schiaffonati
,
Manuel Roveri
To Personalize or Not To Personalize? Soft Personalization and the Ethics of ML for Health.
DSAA
(2023)
Huixin Zhan
,
Liyuan Gao
,
Kun Zhang
,
Zhong Chen
,
Victor S. Sheng
Defending the Graph Reconstruction Attacks for Simplicial Neural Networks.
DSAA
(2023)
Alessia Galdeman
,
Matteo Zignani
,
Sabrina Gaito
Unfolding temporal networks through statistically significant graph evolution rules.
DSAA
(2023)
Rafal Kozik
,
Wojciech Mazurczyk
,
Krzysztof Cabaj
,
Aleksandra Pawlicka
,
Marek Pawlicki
,
Michal Choras
Combating Disinformation with Holistic Architecture, Neuro-symbolic AI and NLU Models.
DSAA
(2023)
André Mourão
,
Daniel Gomes
Searching images in a web archive.
DSAA
(2023)
Raphaelle Akhras
,
Wassim El-Hajj
,
Hazem M. Hajj
,
Khaled B. Shaban
,
Rabih Jaber
ECC: Enhancing Smart Grid Communication with Ethereum Blockchain, Asymmetric Cryptography, and Cloud Services.
DSAA
(2023)
Saeed Alqubaisi
,
Deepak Puthal
,
Joy Dutta
,
Ernesto Damiani
Privacy-aware Adaptive Collaborative Learning Approach for Distributed Edge Networks.
DSAA
(2023)
Chetraj Pandey
,
Anli Ji
,
Trisha Nandakumar
,
Rafal A. Angryk
,
Berkay Aydin
Exploring Deep Learning for Full-disk Solar Flare Prediction with Empirical Insights from Guided Grad-CAM Explanations.
DSAA
(2023)
Katarzyna Filus
,
Joanna Domanska
Recycling of generic ImageNet-trained models for smart-city applications.
DSAA
(2023)
Errikos Streviniotis
,
Nikos Giatrakos
,
Yannis Kotidis
,
Thaleia Ntiniakou
,
Miguel Ponce de Leon
Optimizing Resource Allocation for Tumor Simulations over HPC Infrastructures.
DSAA
(2023)
Carina Newen
,
Emmanuel Müller
On the Independence of Adversarial Transferability to Topological Changes in the Dataset.
DSAA
(2023)
Shruti Saxena
,
Joydeep Chandra
EvoAlign: A Continual Learning Framework for Aligning Evolving Networks.
DSAA
(2023)
Chiyu Cai
,
Wei Wang
,
Yuan Jiang
Adaptive Clustered Federated Learning with Representation Similarity.
DSAA
(2023)
Jiaxing Jason Mai
,
Carson K. Leung
,
Connor C. J. Hryhoruk
,
Adam G. M. Pazdor
Enhanced Mining of High Utility Patterns from Streams of Dynamic Profit.
DSAA
(2023)
Haiting Sun
,
Peng Tian
,
Yun Xiong
,
Yao Zhang
,
Yali Xiang
,
Xing Jia
,
Haofen Wang
DynamiSE: Dynamic Signed Network Embedding for Link Prediction.
DSAA
(2023)
Etienne Le Naour
,
Ghislain Agoua
,
Nicolas Baskiotis
,
Vincent Guigue
Interpretable time series neural representation for classification purposes.
DSAA
(2023)
Jaroslaw Flak
,
Tomasz Skowron
,
Rafal Cupek
,
Marcin Fojcik
,
Dariusz Caban
,
Adam Domanski
ZigBee Network for AGV Communication in Industrial Environments.
DSAA
(2023)
Bozena Malysiak-Mrozek
,
Mario Bas
,
Vaidy S. Sunderam
,
Stanislaw Kozielski
,
Dariusz Mrozek
Predicting Conflict Zones on Terrestrial Routes of Automated Guided Vehicles with Fuzzy Querying on Apache Kafka.
DSAA
(2023)
Ali Ismail-Fawaz
,
Maxime Devanne
,
Stefano Berretti
,
Jonathan Weber
,
Germain Forestier
LITE: Light Inception with boosTing tEchniques for Time Series Classification.
DSAA
(2023)
Jingwei Zuo
,
Wenbin Li
,
Michele Baldo
,
Hakim Hacid
Opportunistic Air Quality Monitoring and Forecasting with Expandable Graph Neural Networks.
DSAA
(2023)
George Arvanitakis
,
Jingwei Zuo
,
Mthandazo Ndhlovu
,
Hakim Hacid
Practical Insights on Incremental Learning of New Human Physical Activity on the Edge.
DSAA
(2023)
Lihi Idan
Organizational Resource Scheduling using Deep Reinforcement Learning.
DSAA
(2023)
Giuseppe Rizzo
,
Angelo Impedovo
Supplier qualification document recognition through open-set recognition.
DSAA
(2023)
Léonard Tschora
,
Tias Guns
,
Erwan Pierre
,
Marc Plantevit
,
Céline Robardet
Electricity Price Forecasting based on Order Books: a differentiable optimization approach.
DSAA
(2023)
Wei Liang
,
Derui Ding
,
Hui Yu
PAF-Tracker: A Novel Pre-Frame Auxiliary and Fusion Visual Tracker.
DSAA
(2023)
Xiyao Cheng
,
Yuanxun Zhang
,
Harsh Joshi
,
Mayank Kejriwal
,
Prasad Calyam
Knowledge Graph-based Embedding for Connecting Scholars in Academic Social Networks.
DSAA
(2023)
Raphael Fischer
,
Andreas Pauly
,
Rahel Wilking
,
Anoop Kini
,
David Graurock
Prioritization of Identified Data Science Use Cases in Industrial Manufacturing via C-EDIF Scoring.
DSAA
(2023)
Pascal Weber
,
Lukas Miklautz
,
Akshey Kumar
,
Moritz Grosse-Wentrup
,
Claudia Plant
CaFe DBSCAN: A Density-based Clustering Algorithm for Causal Feature Learning.
DSAA
(2023)
Pietro Recalcati
,
Fabio Garcea
,
Luca Piano
,
Fabrizio Lamberti
,
Lia Morra
Toward a Realistic Benchmark for Out-of-Distribution Detection.
DSAA
(2023)
Guowei Zhang
,
Xuyun Zhang
,
Zhiyong Wang
,
Amin Beheshti
Multi-Granularity Entity Recognition based Sentence Ranking for Multi-Document Summarization.
DSAA
(2023)
Nourhan Ahmed
,
Lars Schmidt-Thieme
Sparse Self-Attention Guided Generative Adversarial Networks for Time-Series Generation.
DSAA
(2023)
João Victor Galvão da Mata
,
Martin S. Andersen
AdaSub: Stochastic Optimization Using Second-Order Information in Low-Dimensional Subspaces.
DSAA
(2023)
Ameeta Agrawal
,
Lisa Singh
,
Elizabeth Jacobs
,
Yaguang Liu
,
Gwyneth Dunlevy
,
Rhitabrat Pokharel
,
Varun Uppala
All Translation Tools Are Not Equal: Investigating the Quality of Language Translation for Forced Migration.
DSAA
(2023)
Keheng Wang
,
Chuantao Yin
,
Rumei Li
,
Sirui Wang
,
Yunsen Xian
,
Wenge Rong
,
Zhang Xiong
TOCOL: Improving Contextual Representation of Pre-trained Language Models via Token-Level Contrastive Learning.
DSAA
(2023)
Grzegorz Dudek
Combining Forecasts using Meta-Learning: A Comparative Study for Complex Seasonality.
DSAA
(2023)
Kuan Yan
,
Junbin Gao
,
Dmytro Matsypura
FIW-GNN: A Heterogeneous Graph-Based Learning Model for Credit Card Fraud Detection.
DSAA
(2023)
Daniele Giampaoli
,
Francesca Cipollini
,
Denise Maffione
,
Luca Oneto
Short-term Forecast and Long-term Simulation for Accurate Energy Consumption Prediction.
DSAA
(2023)
David Ing
,
Fabien Delorme
,
Saïd Jabbour
,
Nelly Robin
,
Lakhdar Sais
Classification with Explanation for Human Trafficking Networks.
DSAA
(2023)
Fatoumata Dama
,
Christine Sinoquet
,
Corinne Lejus-Bourdeau
A Framework for Context-Sensitive Prediction in Time Series - Feasibility Study for Data-Driven Simulation in Medicine.
DSAA
(2023)
Giang Ngo
,
Nhi N. Y. Vo
Enhancing recommendation systems with hybrid manifold regularized knowledge graph.
DSAA
(2023)
Dimitrios Proios
,
Anthony Yazdani
,
Alban Bornet
,
Julien Ehrsam
,
Islem Rekik
,
Douglas Teodoro
Leveraging patient similarities via graph neural networks to predict phenotypes from temporal data.
DSAA
(2023)
Yang Lin
AMLNet: Adversarial Mutual Learning Neural Network for Non-AutoRegressive Multi-Horizon Time Series Forecasting.
DSAA
(2023)
Carolina Stephanie Jerônimo de Almeida
,
Zenilton K. G. do Patrocínio
,
Simon Malinowski
,
Silvio Jamil Ferzoli Guimarães
,
Guillaume Gravier
A Novel Method for Temporal Graph Classification based on Transitive Reduction.
DSAA
(2023)
Lukasz Struski
,
Adam Pardyl
,
Jacek Tabor
,
Bartosz Zielinski
ProPML: Probability Partial Multi-label Learning.
DSAA
(2023)
Yadi Han
,
Shanshan Wang
,
Yiwen Li
,
Xueyang Cao
,
Limei Huang
,
Zhenxiang Chen
Measurement of Illegal Android Gambling App Ecosystem From Joint Promotion Perspective.
DSAA
(2023)
Arijit Khan
,
Ehsan Bonabi Mobaraki
Interpretability Methods for Graph Neural Networks.
DSAA
(2023)
Dimitrios Akrivousis
,
Nikolaos Mylonas
,
Ioannis Mollas
,
Grigorios Tsoumakas
Text classification is keyphrase explainable! Exploring local interpretability of transformer models with keyphrase extraction.
DSAA
(2023)