Daniel Aloise

Orcid: 0000-0002-9876-2921

According to our database1, Daniel Aloise authored at least 56 papers between 2006 and 2024.

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Bibliography

2024
An efficient implementation of a VNS heuristic for the weighted fair sequences problem.
Int. Trans. Oper. Res., May, 2024

2023
A Practical Survey on Faster and Lighter Transformers.
ACM Comput. Surv., 2023

Language Models for Novelty Detection in System Call Traces.
CoRR, 2023

A Lagrangian-based approach to learn distance metrics for clustering with minimal data transformation.
Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

Using Transformer Models and Textual Analysis for Log Parsing.
Proceedings of the 34th IEEE International Symposium on Software Reliability Engineering, 2023

2022
On Transfer Learning for Building Damage Assessment from Satellite Imagery in Emergency Contexts.
Remote. Sens., 2022

Anomaly detection in microservice environments using distributed tracing data analysis and NLP.
J. Cloud Comput., 2022

Heuristics for optimizing 3D mapping missions over swarm-powered ad-hoc clouds.
J. Heuristics, 2022

TraceSim: An Alignment Method for Computing Stack Trace Similarity.
Empir. Softw. Eng., 2022

Visual attractiveness in vehicle routing via bi-objective optimization.
Comput. Oper. Res., 2022

FaST: A linear time stack trace alignment heuristic for crash report deduplication.
Proceedings of the 19th IEEE/ACM International Conference on Mining Software Repositories, 2022

OptiMaP: swarm-powered Optimized 3D Mapping Pipeline for emergency response operations.
Proceedings of the 18th International Conference on Distributed Computing in Sensor Systems, 2022

2021
Preface to the special issue of JOGO on the occasion of the 40th anniversary of the Group for Research in Decision Analysis (GERAD).
J. Glob. Optim., 2021

The Covering-Assignment Problem for Swarm-Powered Ad Hoc Clouds: A Distributed 3-D Mapping Usecase.
IEEE Internet Things J., 2021

Heuristics for the dynamic facility location problem with modular capacities.
Eur. J. Oper. Res., 2021

A Framework for Detecting System Performance Anomalies Using Tracing Data Analysis.
Entropy, 2021

A Lagrangian-based score for assessing the quality of pairwise constraints in semi-supervised clustering.
Data Min. Knowl. Discov., 2021

Soft Attention: Does it Actually Help to Learn Social Interactions in Pedestrian Trajectory Prediction?
CoRR, 2021

Exploring dual information in distance metric learning for clustering.
CoRR, 2021

On Improving Deep Learning Trace Analysis with System Call Arguments.
Proceedings of the 18th IEEE/ACM International Conference on Mining Software Repositories, 2021

2020
Multi-level host-based intrusion detection system for Internet of things.
J. Cloud Comput., 2020

Convex fuzzy <i>k</i>-medoids clustering.
Fuzzy Sets Syst., 2020

RecSeats: A Hybrid Convolutional Neural Network Choice Model for Seat Recommendations at Reserved Seating Venues.
Proceedings of the RecSys 2020: Fourteenth ACM Conference on Recommender Systems, 2020

A Soft Alignment Model for Bug Deduplication.
Proceedings of the MSR '20: 17th International Conference on Mining Software Repositories, 2020

Scaling Optimizations for Large-Scale Distributed Data with Lightweight Coresets.
Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium Workshops, 2020

An Exact CP Approach for the Cardinality-Constrained Euclidean Minimum Sum-of-Squares Clustering Problem.
Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2020

2019
Ascent-descent variable neighborhood decomposition search for community detection by modularity maximization.
Ann. Oper. Res., 2019

Automatic Cause Detection of Performance Problems in Web Applications.
Proceedings of the IEEE International Symposium on Software Reliability Engineering Workshops, 2019

Empirical Comparison between Autoencoders and Traditional Dimensionality Reduction Methods.
Proceedings of the 2nd IEEE International Conference on Artificial Intelligence and Knowledge Engineering, 2019

2018
Parallel synchronous and asynchronous coupled simulated annealing.
J. Supercomput., 2018

A sampling-based exact algorithm for the solution of the minimax diameter clustering problem.
J. Glob. Optim., 2018

A review of Dynamic Data Envelopment Analysis: state of the art and applications.
Int. Trans. Oper. Res., 2018

Efficient heuristics for the minimum labeling global cut problem.
Electron. Notes Discret. Math., 2018

A Scalable Shared-Memory Parallel Simplex for Large-Scale Linear Programming.
CoRR, 2018

The Weighted Fair Sequences Problem.
Comput. Oper. Res., 2018

Towards Station-Level Demand Prediction for Effective Rebalancing in Bike-Sharing Systems.
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

On the k-Medoids Model for Semi-supervised Clustering.
Proceedings of the Variable Neighborhood Search - 6th International Conference, 2018

2017
NP-Hardness of balanced minimum sum-of-squares clustering.
Pattern Recognit. Lett., 2017

Less is more: basic variable neighborhood search heuristic for balanced minimum sum-of-squares clustering.
Inf. Sci., 2017

On Strategies to Fix Degenerate k-means Solutions.
J. Classif., 2017

2016
A model for clustering data from heterogeneous dissimilarities.
Eur. J. Oper. Res., 2016

2015
A derivative-free algorithm for refining numerical microaggregation solutions.
Int. Trans. Oper. Res., 2015

2014
On the Weber facility location problem with limited distances and side constraints.
Optim. Lett., 2014

Column generation bounds for numerical microaggregation.
J. Glob. Optim., 2014

Global optimization workshop 2012.
J. Glob. Optim., 2014

Reactive Search strategies using Reinforcement Learning, local search algorithms and Variable Neighborhood Search.
Expert Syst. Appl., 2014

A simple and effective genetic algorithm for the two-stage capacitated facility location problem.
Comput. Ind. Eng., 2014

2012
A VNS heuristic for escaping local extrema entrapment in normalized cut clustering.
Pattern Recognit., 2012

An improved column generation algorithm for minimum sum-of-squares clustering.
Math. Program., 2012

Modularity maximization in networks by variable neighborhood search.
Proceedings of the Graph Partitioning and Graph Clustering, 2012

2011
Evaluating a branch-and-bound RLT-based algorithm for minimum sum-of-squares clustering.
J. Glob. Optim., 2011

Adaptive memory in multistart heuristics for multicommodity network design.
J. Heuristics, 2011

2009
NP-hardness of Euclidean sum-of-squares clustering.
Mach. Learn., 2009

2008
A hybrid heuristic for a multi-objective real-life car sequencing problem with painting and assembly line constraints.
Eur. J. Oper. Res., 2008

An efficient implementation of a VNS/ILS heuristic for a real-life car sequencing problem.
Eur. J. Oper. Res., 2008

2006
Scheduling workover rigs for onshore oil production.
Discret. Appl. Math., 2006


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