David Gianazza

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Publications

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Extracting aircraft conflict-resolution situations from historical ADS-B data

Kim Gaume , Xavier Olive , David Gianazza , Richard Alligier , Nicolas Durand

Transportation Research Interdisciplinary Perspectives, 2025, 34, pp.101669. ⟨10.1016/j.trip.2025.101669⟩

Article dans une revue hal-05364285v1
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A Catalogue of Deconfliction Actions Extracted from Historical ADS-B Data

Kim Gaume , Xavier Olive , David Gianazza , Richard Alligier , Nicolas Durand

TU Delft OPEN Publishing, 2024, 1 (2), ⟨10.59490/joas.2023.7222⟩

Article dans une revue hal-04930691v1
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Dual-Horizon Reciprocal Collision Avoidance for Aircraft and Unmanned Aerial Systems

Richard Alligier , David Gianazza , Nicolas Durand , Xavier Olive

Journal of Intelligent and Robotic Systems, 2022, 107 (1), 30 p. ⟨10.1007/s10846-022-01782-2⟩

Article dans une revue hal-03948501v1
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Learning aircraft operational factors to improve aircraft climb prediction: A large scale multi-airport study

Richard Alligier , David Gianazza

Transportation research. Part C, Emerging technologies, 2018, 96, pp.72-95. ⟨10.1016/j.trc.2018.08.012⟩

Article dans une revue hal-01878615v1
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High Confidence Intervals Applied to Aircraft Altitude Prediction

Mohammad Ghasemi Hamed , Richard Alligier , David Gianazza

IEEE Transactions on Intelligent Transportation Systems, 2016, 99, pp.1-13. ⟨10.1109/TITS.2016.2519266⟩

Article dans une revue hal-01284915v1
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Machine Learning and Mass Estimation Methods for Ground-Based Aircraft Climb Prediction

Richard Alligier , David Gianazza , Nicolas Durand

IEEE Transactions on Intelligent Transportation Systems, 2015, pp.1-12. ⟨10.1109/TITS.2015.2437452⟩

Article dans une revue hal-01181173v1
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Interactive image-based information visualization for aircraft trajectory analysis

Christophe Hurter , Stéphane Conversy , David Gianazza , Alexandru C Telea

Transportation research. Part C, Emerging technologies, 2014, pp.207-227. ⟨10.1016/j.trc.2014.03.005⟩

Article dans une revue hal-00987451v1
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Wind parameters extraction from aircraft trajectories

Christophe Hurter , Richard Alligier , David Gianazza , Stéphane Puechmorel , Gennady Andrienko et al.

Computers, Environment and Urban Systems, 2014, pp 1-16. ⟨10.1016/j.compenvurbsys.2014.01.005⟩

Article dans une revue hal-00987690v1
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Learning the aircraft mass and thrust to improve the ground-based trajectory prediction of climbing flights

Richard Alligier , David Gianazza , Nicolas Durand

Transportation research. Part C, Emerging technologies, 2013, 36, pp 45-60. ⟨10.1016/j.trc.2013.08.006⟩

Article dans une revue hal-00907651v1
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Forecasting workload and airspace configuration with neural networks and tree search methods

David Gianazza

Artificial Intelligence (AIJ), 2010, 174 (7-8), pp 530-549. ⟨10.1016/j.artint.2010.03.001⟩

Article dans une revue hal-01020725v1

Algorithme évolutionnaire et A* pour la séparation en 3D des flux de trafic aérien

David Gianazza

Journal Européen des Systèmes Automatisés, 2004, 38 (9-10), pp 1065-1095. ⟨10.3166/jesa.38.1065-1095⟩

Article dans une revue istex hal-01020118v1
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Evaluating Interoperability of Deconfliction Algorithms in UAS Traffic Management

Zeynep Bilgin , Matthieu Verdoucq , Rodolphe Fremond , Téo Chauvin , Nicolas Durand et al.

44th Digital Avionics Systems Conference, DASC, Sep 2025, Montréal (Québec), Canada

Communication dans un congrès hal-05525354v1
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Non-homotopic alternative short paths in the plane with polygonal obstacles

Téo Chauvin , David Gianazza , Nicolas Durand

ROADEF 2025, Feb 2025, Champs-sur-Marne, France

Communication dans un congrès hal-05369446v1
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Extracting Lateral Deconfliction Actions from Historical ADS-B data with Median Regression

Kim Gaume , Richard Alligier , Nicolas Durand , David Gianazza , Xavier Olive

International Conference on Research in Air Transportation, Jul 2024, Singapour, Singapore

Communication dans un congrès hal-04717046v1
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ORCA-A* : A Hybrid Reciprocal Collision Avoidance and Route Planning Algorithm for UAS in Dense Urban Areas

Téo Chauvin , David Gianazza , Nicolas Durand

Sesar innovation days 2024, Nov 2024, Rome, Italy

Communication dans un congrès hal-05074617v1
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Apprentissage d'un modèle d'incertitude de prévision de trajectoire à partir de données aéronautiques réelles

Sarah Degaugue , Kim Gaume , Richard Alligier , Nicolas Durand , David Gianazza et al.

ROADEF 2024, Mar 2024, Amiens, France

Communication dans un congrès hal-04716416v1
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The Curse of Time Horizon in Detect & Avoid Algorithms

David Gianazza , Richard Alligier , Nicolas Durand

Fifteenth USA/Europe Air Traffic Management Research and Development Seminar (ATM2023), Jun 2023, Savannah, United States

Communication dans un congrès hal-05074724v1
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Ant Colony Systems for Optimizing Sequences of Airspace Partitions

David Gianazza , Nicolas Durand

AIDA-AT 2020, 1st conference on Artificial Intelligence and Data Analytics in Air Transportation, Feb 2020, Singapour, Singapore. pp.ISBN: 978-1-7281-5381-0, ⟨10.1109/AIDA-AT48540.2020.9049206⟩

Communication dans un congrès hal-02547511v1
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Optimizing Successive Airspace Configurations with a Sequential A * Algorithm

David Gianazza

ATM 2019, 13th USA/Europe Air Traffic Management Research and Development Seminar, Jun 2019, Vienne, Austria

Communication dans un congrès hal-02178437v1
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Analysis of a Workload Model Learned from Past Sector Operations

David Gianazza

SID 2017, 7th SESAR Innovation Days, Nov 2017, Belgrade, Serbia

Communication dans un congrès hal-01652046v1
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Learning Air Traffic Controller Workload from Past Sector Operations

David Gianazza

ATM Seminar, 12th USA/Europe Air Traffic Management R&D Seminar, Jun 2017, Seattle, United States

Communication dans un congrès hal-01592233v1
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Predicting Aircraft Descent Length with Machine Learning

Richard Alligier , David Gianazza , Nicolas Durand

ICRAT 2016, 7th International Conference on Research in Air Transportation, FAA, Jun 2016, Philadelphia, United States

Communication dans un congrès hal-01353960v1
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Machine Learning Applied to Airspeed Prediction During Climb

Richard Alligier , David Gianazza , Nicolas Durand

ATM seminar 2015, 11th USA/EUROPE Air Traffic Management R&D Seminar, FAA & Eurocontrol, Jun 2015, Lisboa, Portugal

Communication dans un congrès hal-01168664v1
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Comparison of Two Ground-based Mass Estimation Methods on Real Data

Richard Alligier , David Gianazza , Mohammad Ghasemi Hamed , Nicolas Durand

ICRAT 2014, 6th International Conference on Research in Air Transportation, May 2014, Istanbul, Turkey. pp xxxx

Communication dans un congrès hal-01002401v1
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Ground-based estimation of the aircraft mass, adaptive vs. least squares method

Richard Alligier , David Gianazza , Nicolas Durand

ATM 2013, 10th USA/Europe Air Traffic Management Research and Development Seminar, Jun 2013, Chicago, United States. pp 1-10

Communication dans un congrès hal-00911686v1
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Statistical prediction of aircraft trajectory : regression methods vs point-mass model

Mohammad Ghasemi Hamed , David Gianazza , Mathieu Serrurier , Nicolas Durand

ATM 2013, 10th USA/Europe Air Traffic Management Research and Development Seminar, Jun 2013, Chicago, United States. pp xxxx

Communication dans un congrès hal-00911709v1
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Résolution de conflits aériens par un algorithme à évolution différentielle

Charlie Vanaret , David Gianazza , Jean-Baptiste Gotteland , Nicolas Durand

ROADEF 2012, 13ème congrès annuel de la Société Française de Recherche Opérationnelle et d'Aide à la Décision, Apr 2012, Angers, France. pp 550-553

Communication dans un congrès hal-00864898v1
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Implementing an interval computation library for OCaml on x86/amd64 architectures

Jean-Marc Alliot , Jean-Baptiste Gotteland , Charlie Vanaret , Nicolas Durand , David Gianazza

OUD 2012, OCaml Users and Developers workshop, Sep 2012, Copenhagen, Denmark

Communication dans un congrès hal-00934812v1
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Energy rate prediction using an equivalent thrust setting profile

Richard Alligier , David Gianazza , Nicolas Durand

ICRAT 2012, 5th International Conference on Research in Air Transportation, May 2012, Berkeley, United States. pp xxxx

Communication dans un congrès hal-00938734v1
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Finding and proving the optimum : cooperative stochastic and deterministic search

Jean-Marc Alliot , Nicolas Durand , David Gianazza , Jean-Baptiste Gotteland

ECAI 2012, 20th European Conference on Artificial Intelligence, Aug 2012, Montpellier, France. pp xxxx

Communication dans un congrès hal-00938712v1
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Benchmarking conflict resolution algorithms

Charlie Vanaret , David Gianazza , Nicolas Durand , Jean-Baptiste Gotteland

ICRAT 2012, 5th International Conference on Research in Air Transportation, May 2012, Berkeley, United States

Communication dans un congrès hal-00863090v1
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Ground-based prediction of aircraft climb : point-mass model vs regression methods

Richard Alligier , Mohammad Ghasemi Hamed , David Gianazza , Mathieu Serrurier

Complex World 2011, 1st Annual Complex World Conference, Jul 2011, Seville, Spain. pp xxxx

Communication dans un congrès hal-00940961v1
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A participatory design for the visualization of airspace configuration forecasts

Nicolas Saporito , Christophe Hurter , David Gianazza , Geraldine Beboux

ICRAT 2010, 4th International Conference on Research in Air Transportation, Jun 2010, Budapest, Hungary. pp xxxx

Communication dans un congrès hal-00938480v1
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An efficient airspace configuration forecast

David Gianazza , Cyril Allignol , Nicolas Saporito

ATM 2009, 8th USA/Europe Air Traffic Management Research and Developpment Seminar, Jun 2009, Napa, United States. pp xxxx

Communication dans un congrès hal-01020720v1
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Smoothed traffic complexity metrics for airspace configuration schedules

David Gianazza

ICRAT 2008, 3rd International Conference on Research in Air Transportation, Jun 2008, Fairfax, United States. pp xxxx

Communication dans un congrès hal-01020711v1
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Airspace configuration using air traffic complexity metrics

David Gianazza

ATM 2007, 7th USA/ Europe Air Traffic Management Research and Developpment Seminar, Jul 2007, Barcelona, Spain. pp xxxx

Communication dans un congrès hal-00938172v1
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Selection and evaluation of air traffic complexity metrics

David Gianazza , Kevin Guittet

DASC 2006, 25th Digital Avionics Systems Conference, Oct 2006, Portland, United States. pp 1-12, ⟨10.1109/DASC.2006.313710⟩

Communication dans un congrès hal-00938180v1
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Évaluation of air traffic complexity metrics using neural networks and sector status

David Gianazza , Kevin Guittet

ICRAT 2006, 2nd International Conference on Research in Air Transportation, Jun 2006, Belgrade, Serbia. pp xxxx

Communication dans un congrès hal-00938105v1
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Assessment of the 3D-separation of Air Traffic Flows

David Gianazza , Nicolas Durand

ATM 2005, 6th USA/ Europe Air Traffic Management Research and Development Seminar, Jun 2005, Baltimore, United States. pp xxxx

Communication dans un congrès hal-00938079v1
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Allocating 3D-trajectories to air traffic flows using A* and genetic algorithms

David Gianazza , Nicolas Durand , Nicolas Archambault

CIMCA 2004, international conference on Computational Intelligence for Modelling, Control and Automation, Jul 2004, Gold Coast, Australia. pp xxxx

Communication dans un congrès hal-01020102v1
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Separating air traffic flows by allocating 3D-trajectories

David Gianazza , Nicolas Durand

DASC 2004, 23rd Digital Avionics Systems Conference, Oct 2004, Salt Lake City, United States. pp 2.D.4 - 21-13, ⟨10.1109/DASC.2004.1391275⟩

Communication dans un congrès hal-00938063v1
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Optimisation des flux de trafic aérien : allocation de niveaux de vols et définition de trajectoires 3D

David Gianazza

EDIT 2003, Colloque des doctorants de l'École Doctorale Informatique et Télécommunications, Apr 2003, Toulouse, France

Communication dans un congrès hal-00990278v1
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Optimisation des schémas d'ouverture des secteurs de contrôle aérien par méthodes classiques et algorithmes génétiques

David Gianazza

EDIT 2002, Colloque des doctorants de l'École Doctorale Informatique et Télécommunications, Mar 2002, Toulouse, France

Communication dans un congrès hal-00990349v1
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Optimal combinations of Air Traffic Control sectors using classical and stochastic methods

David Gianazza , Jean-Marc Alliot , Géraud Granger

IC-AI 2002, International Conference on Artificial Intelligence, Jun 2002, Las Vegas, United States

Communication dans un congrès hal-00990320v1
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Optimization of air traffic control sector configurations using tree search methods and genetic algorithms

David Gianazza , Jean-Marc Alliot

DASC 2002, Digital Avionics Systems Conference, Oct 2002, Irvine, United States. pp 2A5-1 - 2A5-8, ⟨10.1109/DASC.2002.1067912⟩

Communication dans un congrès hal-00990194v1

Validation d'un système critique par rétro-conception formelle

David Gianazza , F. Girard , M. Lemoine , D. Marre , F. Preux et al.

GL1997, Congrès Génie Logiciel et ses Applications, Dec 1997, Paris, France. pp 118-122

Communication dans un congrès hal-00990391v1

Apprentissage artificiel et application en gestion du trafic aérien

David Gianazza

Techniques de l'Ingénieur, Technqiues de l'ingénieur, 2018, Innovations en électronique et TIC

Chapitre d'ouvrage hal-02967668v1

Applications to Air Traffic Management

Nicolas Durand , David Gianazza , Jean-Baptiste Gotteland , Charlie Vanaret , Jean-Marc Alliot

Patrick Siarry. Metaheuristics, Springer, pp 439-484, 2016, ISBN: 978-3-319-45401-6 (Print) 978-3-319-45403-0 (Online). ⟨10.1007/978-3-319-45403-0_16⟩

Chapitre d'ouvrage hal-01424992v1

Applications en gestion du trafic aérien

David Gianazza , Alliot Jean-Marc , Nicolas Durand , Gotteland Jean-Baptiste , Vanaret Charlie

Patrick Siarry. Métaheuristiques, Eyrolles, pp 413-460, 2014, 978-2-212-13929-7

Chapitre d'ouvrage hal-05296792v1