Daniel Aloise

Daniel Aloise

École Polytechnique de Montréal

H-index: 21

North America-Canada

About Daniel Aloise

Daniel Aloise, With an exceptional h-index of 21 and a recent h-index of 18 (since 2020), a distinguished researcher at École Polytechnique de Montréal, specializes in the field of data mining, mathematical programming, operations research.

His recent articles reflect a diverse array of research interests and contributions to the field:

On the simultaneous computation of target inventories and intervals for bimodal bike-sharing systems

An efficient implementation of a VNS heuristic for the weighted fair sequences problem

A Lagrangian-based approach to learn distance metrics for clustering with minimal data transformation

A practical survey on faster and lighter transformers

Using Transformer Models and Textual Analysis for Log Parsing

Language Models for Novelty Detection in System Call Traces

PATH LOSS PREDICTION FOR MESH NETWORKS IN A REAL URBAN ENVIRONMENT USING MACHINE LEARNING

FaST: A linear time stack trace alignment heuristic for crash report deduplication

Daniel Aloise Information

University

Position

___

Citations(all)

2967

Citations(since 2020)

1676

Cited By

1896

hIndex(all)

21

hIndex(since 2020)

18

i10Index(all)

37

i10Index(since 2020)

29

Email

University Profile Page

École Polytechnique de Montréal

Google Scholar

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Daniel Aloise Skills & Research Interests

data mining

mathematical programming

operations research

Top articles of Daniel Aloise

Title

Journal

Author(s)

Publication Date

On the simultaneous computation of target inventories and intervals for bimodal bike-sharing systems

Transportation Engineering

Maria Clara Martins Silva

Daniel Aloise

Sanjay Dominik Jena

2024/6/1

An efficient implementation of a VNS heuristic for the weighted fair sequences problem

International Transactions in Operational Research

Caroline Rocha

Bruno JS Pessoa

Daniel Aloise

Lucidio A Cabral

2024/5

A Lagrangian-based approach to learn distance metrics for clustering with minimal data transformation

Rodrigo Randel

Daniel Aloise

Alain Hertz

2023

A practical survey on faster and lighter transformers

Quentin Fournier

Gaétan Marceau Caron

Daniel Aloise

2023/7/17

Using Transformer Models and Textual Analysis for Log Parsing

Vithor Bertalan

Daniel Aloise

2023/10/9

Language Models for Novelty Detection in System Call Traces

arXiv preprint arXiv:2309.02206

Quentin Fournier

Daniel Aloise

Leandro R Costa

2023/9/5

PATH LOSS PREDICTION FOR MESH NETWORKS IN A REAL URBAN ENVIRONMENT USING MACHINE LEARNING

Marlon Jeske

Mariá Cristina Vasconcelos Nascimento

Daniel Aloise

Brunilde Sansò

2023

FaST: A linear time stack trace alignment heuristic for crash report deduplication

Irving Muller Rodrigues

Daniel Aloise

Eraldo Rezende Fernandes

2022/5/23

Data-driven Prioritization Strategies for Inventory Rebalancing in Bike-sharing Systems

Maria Clara Martins Silva

Daniel Aloise

Sanjay Dominik Jena

2022/6

Visual attractiveness in vehicle routing via bi-objective optimization

Computers & Operations Research

Diego Rocha

Daniel Aloise

Dario J Aloise

Claudio Contardo

2022/1/1

OptiMaP: swarm-powered Optimized 3D Mapping Pipeline for emergency response operations

Leandro R Costa

Daniel Aloise

Luca G Gianoli

Andrea Lodi

2022/5/30

Anomaly detection in microservice environments using distributed tracing data analysis and NLP

Journal of Cloud Computing

Iman Kohyarnejadfard

Daniel Aloise

Seyed Vahid Azhari

Michel R Dagenais

2022/8/13

On transfer learning for building damage assessment from satellite imagery in emergency contexts

Remote Sensing

Isabelle Bouchard

Marie-Ève Rancourt

Daniel Aloise

Freddie Kalaitzis

2022/5/25

On removing diverse data for training machine learning models

Les Cahiers du GERAD ISSN

KT Ton

D Aloise

C Contardo

2022/8

Tracesim: An alignment method for computing stack trace similarity

Empirical Software Engineering

Irving Muller Rodrigues

Aleksandr Khvorov

Daniel Aloise

Roman Vasiliev

Dmitrij Koznov

...

2022/3

Heuristics for optimizing 3D mapping missions over swarm-powered ad-hoc clouds

Journal of Heuristics

Leandro R Costa

Daniel Aloise

Luca G Gianoli

Andrea Lodi

2022/8

HurricaneLog: A humanitarian logistics game on hurricane preparedness and response operations

Thiago Pereira

Daniel Aloise

Marie-Ève Rancourt

Danny Godin

2022

Learning to branch for the crew pairing problem

Les Cahiers du GERAD ISSN

P Pereira

E Courtade

D Aloise

F Quesnel

F Soumis

...

2022/7

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

arXiv preprint arXiv:2106.15321

Laurent Boucaud

Daniel Aloise

Nicolas Saunier

2021/6/16

Exploring dual information in distance metric learning for clustering

arXiv preprint arXiv:2105.12703

Rodrigo Randel

Daniel Aloise

Alain Hertz

2021/5/26

See List of Professors in Daniel Aloise University(École Polytechnique de Montréal)

Co-Authors

H-index: 59
Celso C. Ribeiro

Celso C. Ribeiro

Universidade Federal Fluminense

H-index: 45
Leo Liberti

Leo Liberti

École Polytechnique

H-index: 31
Gilles Caporossi

Gilles Caporossi

HEC Montréal

H-index: 31
Michel Dagenais

Michel Dagenais

École Polytechnique de Montréal

H-index: 23
Sebastián Urrutia

Sebastián Urrutia

Universidade Federal de Minas Gerais

H-index: 22
Sonia Cafieri

Sonia Cafieri

École Nationale de l'Aviation Civile

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