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Federico Chesani
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- affiliation: University of Bologna, Italy
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2020 – today
- 2024
- [c65]Michela Vespa, Elena Bellodi, Federico Chesani, Daniela Loreti, Paola Mello, Evelina Lamma, Anna Ciampolini:
Probabilistic Compliance in Declarative Process Mining. PMAI@ECAI 2024: 11-22 - 2023
- [j32]Riccardo Buscaroli, Federico Chesani
, Giulia Giuliani, Daniela Loreti
A Prolog application for reasoning on maths puzzles with diagrams. J. Exp. Theor. Artif. Intell. 35(7): 1079-1099 (2023) - [j31]Federico Chesani
Process Discovery on Deviant Traces and Other Stranger Things. IEEE Trans. Knowl. Data Eng. 35(11): 11784-11800 (2023) - 2022
- [j30]Giorgio Visani
Statistical stability indices for LIME: Obtaining reliable explanations for machine learning models. J. Oper. Res. Soc. 73(1): 91-101 (2022) - [c64]Federico Chesani, Chiara Di Francescomarino, Chiara Ghidini, Daniela Loreti, Fabrizio Maria Maggi, Paola Mello, Marco Montali, Elena Palmieri, Sergio Tessaris:
Discovering Business Processes models expressed as DNF or CNF formulae of Declare constraints. CILC 2022: 201-216 - [c63]Giorgio Visani, Giacomo Graffi, Mattia Alfero, Enrico Bagli
Enabling Synthetic Data adoption in regulated domains. DSAA 2022: 1-10 - [c62]Federico Chesani, Chiara Di Francescomarino, Chiara Ghidini, Giulia Grundler, Daniela Loreti
Shape Your Process: Discovering Declarative Business Processes from Positive and Negative Traces Taking into Account User Preferences. EDOC 2022: 217-234 - [c61]Federico Chesani, Chiara Di Francescomarino, Chiara Ghidini, Giulia Grundler, Daniela Loreti
Optimising Business Process Discovery Using Answer Set Programming. LPNMR 2022: 498-504 - [i8]Giorgio Visani, Giacomo Graffi, Mattia Alfero, Enrico Bagli, Davide Capuzzo, Federico Chesani:
Enabling Synthetic Data adoption in regulated domains. CoRR abs/2204.06297 (2022) - 2021
- [i7]Federico Chesani, Chiara Di Francescomarino, Chiara Ghidini, Daniela Loreti, Fabrizio Maria Maggi, Paola Mello, Marco Montali, Sergio Tessaris:
Process discovery on deviant traces and other stranger things. CoRR abs/2109.14883 (2021) - 2020
- [j29]Federico Chesani, Giuseppe Cota, Marco Gavanelli
Declarative and Mathematical Programming approaches to Decision Support Systems for food recycling. Eng. Appl. Artif. Intell. 95: 103861 (2020) - [j28]Luca Cattelani, Federico Chesani, Luca Palmerini
A rule-based framework for risk assessment in the health domain. Int. J. Approx. Reason. 119: 242-259 (2020) - [j27]Daniela Loreti
Generating synthetic positive and negative business process traces through abduction. Knowl. Inf. Syst. 62(2): 813-839 (2020) - [c60]Pierpaolo Palumbo, Luca Cattelani, Federica Fusco, Mirjam Pijnappels, Lorenzo Chiari, Federico Chesani, Sabato Mellone:
A Recommender System for Behavioral Change in 60-70-year-old Adults. AIxAS@AI*IA 2020: 69-80 - [c59]Giorgio Visani, Enrico Bagli, Federico Chesani:
OptiLIME: Optimized LIME Explanations for Diagnostic Computer Algorithms. CIKM (Workshops) 2020 - [i6]Giorgio Visani, Enrico Bagli
Statistical stability indices for LIME: obtaining reliable explanations for Machine Learning models. CoRR abs/2001.11757 (2020) - [i5]Giorgio Visani, Enrico Bagli
OptiLIME: Optimized LIME Explanations for Diagnostic Computer Algorithms. CoRR abs/2006.05714 (2020) - [i4]Giorgio Visani, Federico Chesani, Enrico Bagli, Davide Capuzzo, Alessandro Poluzzi:
Explanations of Machine Learning predictions: a mandatory step for its application to Operational Processes. CoRR abs/2012.15103 (2020)
2010 – 2019
- 2019
- [j26]Daniela Loreti
Complex reactive event processing for assisted living: The Habitat project case study. Expert Syst. Appl. 126: 200-217 (2019) - [j25]Elena Borelli, Giacomo Paolini
HABITAT: An IoT Solution for Independent Elderly. Sensors 19(5): 1258 (2019) - [j24]Luca Cattelani
Risk Prediction Model for Late Life Depression: Development and Validation on Three Large European Datasets. IEEE J. Biomed. Health Informatics 23(5): 2196-2204 (2019) - [c58]Lorenzo Donati
Prediction of Decline in Activities of Daily Living Through Deep Artificial Neural Networks and Domain Adaptation. AI*IA 2019: 376-391 - [c57]Federico Chesani, Chiara Di Francescomarino, Chiara Ghidini, Daniela Loreti, Fabrizio Maria Maggi, Paola Mello, Marco Montali, Vasyl Skydanienko, Sergio Tessaris:
Towards the Generation of the "Perfect" Log Using Abductive Logic Programming. CILC 2019: 179-192 - 2018
- [j23]Daniela Loreti
A distributed approach to compliance monitoring of business process event streams. Future Gener. Comput. Syst. 82: 104-118 (2018) - [j22]Federico Chesani, Marco Gavanelli
Evaluating Compliance: From LTL to Abductive Logic Programming. Fundam. Informaticae 159(1-2): 35-63 (2018) - [j21]Federico Chesani, Paola Mello, Riccardo De Masellis, Chiara Di Francescomarino, Chiara Ghidini, Marco Montali, Sergio Tessaris:
Compliance in Business Processes with Incomplete Information and Time Constraints: a General Framework based on Abductive Reasoning. Fundam. Informaticae 161(1-2): 75-111 (2018) - [j20]Federico Chesani
Can Deep Networks Learn to Play by the Rules? A Case Study on Nine Men's Morris. IEEE Trans. Games 10(4): 344-353 (2018) - [c56]Federico Chesani, Giuseppe Cota, Evelina Lamma, Paola Mello, Fabrizio Riguzzi:
A Decision Support System for Food Recycling based on Constraint Logic Programming and Ontological Reasoning. CILC 2018: 117-131 - 2017
- [j19]Federico Chesani, Paola Mello, Michela Milano:
Solving Mathematical Puzzles: A Challenging Competition for AI. AI Mag. 38(3): 83-96 (2017) - [c55]Federico Chesani, Andrea Galassi
A Game-Based Competition as Instrument for Teaching Artificial Intelligence. AI*IA 2017: 72-84 - [c54]Federico Chesani
Abduction for Generating Synthetic Traces. Business Process Management Workshops 2017: 151-159 - [c53]Federico Chesani, Paola Mello, Marco Montali:
Abductive Reasoning on Compliance Monitoring - Balancing Flexibility and Regulation. ISMIS 2017: 3-16 - [c52]Daniela Loreti
Distributed Compliance Monitoring of Business Processes over MapReduce Architectures. ICPE Companion 2017: 79-84 - [e3]Federico Chesani, Paola Mello, Michela Milano:
Proceedings of the AI*IA Workshop on Deep Understanding and Reasoning: A Challenge for Next-generation Intelligent Agents 2016 co-located with 15th International Conference of the Italian Association for Artificial Intelligence (AIxIA 2016), Genova, Italy, November 28th, 2016. CEUR Workshop Proceedings 1802, CEUR-WS.org 2017 [contents] - 2016
- [j18]Elisabeth Boulton
Developing the FARSEEING Taxonomy of Technologies: Classification and description of technology use (including ICT) in falls prevention studies. J. Biomed. Informatics 61: 132-140 (2016) - [c51]Federico Chesani, Paola Mello, Michela Milano:
Solving Mathematical Puzzles: a Deep Reasoning Challenge (Position Paper). URANIA@AI*IA 2016: 44-49 - [c50]Federico Chesani, Riccardo De Masellis, Chiara Di Francescomarino, Chiara Ghidini, Paola Mello, Marco Montali, Sergio Tessaris:
Abducing Compliance of Incomplete Event Logs. AI*IA 2016: 208-222 - [c49]Federico Chesani, Anna Ciampolini, Daniela Loreti, Paola Mello:
Process Mining Monitoring for Map Reduce Applications in the Cloud. CLOSER (1) 2016: 95-105 - [c48]Federico Chesani, Anna Ciampolini, Daniela Loreti
Map Reduce Autoscaling over the Cloud with Process Mining Monitoring. CLOSER (Selected Papers) 2016: 109-130 - [c47]Federico Chesani, Riccardo De Masellis, Chiara Di Francescomarino, Chiara Ghidini, Paola Mello, Marco Montali, Sergio Tessaris:
Abducing Workflow Traces: A General Framework to Manage Incompleteness in Business Processes. ECAI 2016: 1734-1735 - [i3]Federico Chesani, Riccardo De Masellis, Chiara Di Francescomarino, Chiara Ghidini, Paola Mello, Marco Montali, Sergio Tessaris:
Abducing Compliance of Incomplete Event Logs. CoRR abs/1606.05446 (2016) - 2015
- [c46]Ather Nawaz, Jorunn Lægdheim Helbostad, Lorenzo Chiari
User Experience (UX) of the Fall Risk Assessment Tool (FRAT-up). CBMS 2015: 19-22 - [c45]Marco Montali, Federico Chesani, Marco Gavanelli, Evelina Lamma, Paola Mello:
Evaluating compliance: from LTL to abductive logic programming. CILC 2015: 101-116 - [p5]Federico Chesani, Catherine G. Enright, Marco Montali, Michael G. Madden
Monitoring in the Healthcare Setting. Foundations of Biomedical Knowledge Representation 2015: 71-80 - [p4]Stefano Bragaglia, Federico Chesani, Paola Mello, Marco Montali:
Conformance Verification of Clinical Guidelines in Presence of Computerized and Human-Enhanced Processes. Foundations of Biomedical Knowledge Representation 2015: 81-106 - 2014
- [c44]Luca Cattelani
FRAT-Up, a Rule-Based System Evaluating Fall Risk in the Elderly. CBMS 2014: 38-41 - [c43]Marco Gavanelli, Michela Milano, Stefano Bragaglia, Federico Chesani, Elisa Marengo, Paolo Cagnoli:
Multi-Criteria Optimal Planning for Energy Policies in CLP. CILC 2014: 54-68 - [i2]Marco Gavanelli, Stefano Bragaglia, Michela Milano, Federico Chesani, Elisa Marengo, Paolo Cagnoli:
Multi-Criteria Optimal Planning for Energy Policies in CLP. CoRR abs/1405.3824 (2014) - 2013
- [j17]Federico Chesani, Paola Mello, Marco Montali
Representing and monitoring social commitments using the event calculus. Auton. Agents Multi Agent Syst. 27(1): 85-130 (2013) - [j16]Marco Montali
Monitoring business constraints with the event calculus. ACM Trans. Intell. Syst. Technol. 5(1): 17:1-17:30 (2013) - [c42]Luca Cattelani, Pierpaolo Palumbo, Federico Chesani, Luca Palmerini, Lorenzo Chiari:
LPAD-based Fall Risk Assessment. PAI@AI*IA 2013: 15-20 - [c41]Marco Montali
Towards data-aware constraints in declare. SAC 2013: 1391-1396 - [e2]Matteo Baldoni, Federico Chesani, Paola Mello, Marco Montali:
Proceedings of the Workshop Popularize Artificial Intelligence co-located with the 13th Conference of the Italian Association for Artificial Intelligence (AI*IA 2013), Turin, Italy, December 5, 2013. CEUR Workshop Proceedings 1107, CEUR-WS.org 2013 [contents] - 2012
- [c40]Stefano Bragaglia, Federico Chesani, Paola Mello, Marco Montali
Reactive Event Calculus for Monitoring Global Computing Applications. Logic Programs, Norms and Action 2012: 123-146 - [c39]Stefano Bragaglia, Federico Chesani, Paola Mello, Davide Sottara:
A Rule-Based Calculus and Processing of Complex Events. RuleML 2012: 151-166 - [e1]Matteo Baldoni, Federico Chesani, Bernardo Magnini, Paola Mello, Marco Montali:
Popularize Artificial Intelligence, Proceedings of the AI*IA Workshop and Prize for Celebrating 100th Anniversary of Alan Turing's Birth, Rome, Italy, June 15, 2012. CEUR Workshop Proceedings 860, CEUR-WS.org 2012 [contents] - 2011
- [j15]Federico Chesani, Paola Mello, Marco Montali
Monitoring Time-Aware Commitments within Agent-Based Simulation Environments. Cybern. Syst. 42(7): 546-566 (2011) - [j14]Federico Chesani, Paola Mello, Marco Montali, Paolo Torroni
Modeling and verifying business processes and choreographies through the abductive proof procedure SCIFF and its extensions. Intelligenza Artificiale 5(1): 101-105 (2011) - [j13]Marco Alberti, Massimiliano Cattafi, Federico Chesani, Marco Gavanelli, Evelina Lamma, Paola Mello, Marco Montali, Paolo Torroni:
A Computational Logic Application Framework for Service Discovery and Contracting. Int. J. Web Serv. Res. 8(3): 1-25 (2011) - [c38]Stefano Bragaglia, Federico Chesani, Paola Mello, Marco Montali
Fuzzy Conformance Checking of Observed Behaviour with Expectations. AI*IA 2011: 80-91 - [c37]Alessio Bottrighi
Conformance Checking of Executed Clinical Guidelines in Presence of Basic Medical Knowledge. Business Process Management Workshops (2) 2011: 200-211 - [c36]Paolo Torroni
A Retrospective on the Reactive Event Calculus and Commitment Modeling Language. DALT 2011: 120-127 - [c35]Stefano Bragaglia, Federico Chesani, Emory Fry, Paola Mello, Marco Montali
Event Condition Expectation (ECE-) Rules for Monitoring Observable Systems. RuleML America 2011: 267-281 - 2010
- [j12]Marco Montali
Abductive Logic Programming as an Effective Technology for the Static Verification of Declarative Business Processes. Fundam. Informaticae 102(3-4): 325-361 (2010) - [j11]Federico Chesani, Paola Mello, Marco Montali
A Logic-Based, Reactive Calculus of Events. Fundam. Informaticae 105(1-2): 135-161 (2010) - [j10]Federico Chesani, Paola Mello, Marco Montali, Sergio Storari, Paolo Torroni
On the integration of declarative choreographies and Commitment-based agent societies into the SCIFF logic programming framework. Multiagent Grid Syst. 6(2): 165-190 (2010) - [j9]Marco Montali
Declarative specification and verification of service choreographiess. ACM Trans. Web 4(1): 3:1-3:62 (2010) - [c34]Özgür Kafali, Federico Chesani, Paolo Torroni
What Happened to My Commitment? Exception Diagnosis among Misalignment and Misbehavior. CLIMA 2010: 82-98 - [c33]Stefano Bragaglia, Federico Chesani, Anna Ciampolini, Paola Mello, Marco Montali
An Hybrid Architecture Integrating Forward Rules with Fuzzy Ontological Reasoning. HAIS (1) 2010: 438-445 - [c32]Federico Chesani, Paola Mello, Marco Montali
Declarative Technologies for Open Agent Systems and Beyond. KES-AMSTA (1) 2010: 1-5 - [c31]Federico Chesani, Paola Mello, Marco Montali
Role Monitoring in Open Agent Societies. KES-AMSTA (1) 2010: 112-121 - [c30]Stefano Bragaglia, Federico Chesani, Paola Mello, Davide Sottara:
A Step toward Tight Integration of Fuzzy Ontological Reasoning with Forward Rules. RR 2010: 227-230 - [c29]Stefano Bragaglia, Federico Chesani, Paola Mello, Davide Sottara:
A Rule-Based Implementation of Fuzzy Tableau Reasoning. RuleML 2010: 35-49
2000 – 2009
- 2009
- [j8]Federico Chesani, Evelina Lamma, Paola Mello, Marco Montali
Exploiting Inductive Logic Programming Techniques for Declarative Process Mining. Trans. Petri Nets Other Model. Concurr. 2: 278-295 (2009) - [c28]Alessio Bottrighi
Analysis of the GLARE and GPROVE Approaches to Clinical Guidelines. KR4HC 2009: 76-87 - [c27]Alessio Bottrighi
A Hybrid Approach to Clinical Guideline and to Basic Medical Knowledge Conformance. AIME 2009: 91-95 - [c26]Paolo Torroni
Social Commitments in Time: Satisfied or Compensated. DALT 2009: 228-243 - [c25]Marco Alberti
Integrating Abductive Logic Programming and Description Logics in a Dynamic Contracting Architecture. ICWS 2009: 254-261 - [c24]Federico Chesani, Paola Mello, Marco Montali, Paolo Torroni:
Commitment Tracking via the Reactive Event Calculus. IJCAI 2009: 91-96 - [c23]Federico Chesani, Paola Mello, Marco Montali, Paolo Torroni:
Verifying A-Priori the Composition of Declarative Specified Services. MALLOW 2009 - [p3]Paolo Torroni
Modelling Interactions via Commitments and Expectations. Handbook of Research on Multi-Agent Systems 2009: 263-284 - [p2]Paolo Torroni
Arguing on the Semantic Grid. Argumentation in Artificial Intelligence 2009: 423-441 - 2008
- [j7]Marco Alberti
Expressing and Verifying Business Contracts with Abductive Logic Programming. Int. J. Electron. Commer. 12(4): 9-38 (2008) - [j6]Marco Alberti
Verifiable agent interaction in abductive logic programming: The SCIFF framework. ACM Trans. Comput. Log. 9(4): 29:1-29:43 (2008) - [c22]Federico Chesani, Paola Mello, Marco Montali, Paolo Torroni:
Modeling and Verification of Business Processes and Choreographies in ALP. Il Milione 2008 - [c21]Federico Chesani, Paola Mello, Marco Montali
Checking Compliance of Execution Traces to Business Rules. Business Process Management Workshops 2008: 134-145 - [c20]Marco Montali
Verification from Declarative Specifications Using Logic Programming. ICLP 2008: 440-454 - [c19]Federico Chesani, Anna Ciampolini, Paola Mello:
E-learning by Doing with Computational Logic. Knowledge Construction in E-learning Context 2008 - [c18]Federico Chesani, Paola Mello, Marco Montali, Paolo Torroni:
Ontological Reasoning and Abductive Logic Programming for Service Discovery and Contracting. SWAP 2008 - [c17]Federico Chesani, Paola Mello, Marco Montali, Paolo Torroni:
Verification of Choreographies During Execution Using the Reactive Event Calculus. WS-FM 2008: 55-72 - [p1]Federico Chesani, Evelina Lamma, Paola Mello, Marco Montali
Compliance Checking of Cancer-Screening CareFlows: an Approach based on Computational Logic. Computer-based Medical Guidelines and Protocols 2008: 183-192 - 2007
- [b1]Federico Chesani:
Specification, execution and verification of interaction protocols: an approach based on computational logic. University of Bologna, Italy, 2007 - [j5]Paolo Torroni
Argumentation in the Semantic Web. IEEE Intell. Syst. 22(6): 66-74 (2007) - [j4]Marco Alberti, Federico Chesani, Davide Daolio, Marco Gavanelli, Evelina Lamma, Paola Mello, Paolo Torroni:
Specification and Verification of Agent Interaction Protocols in a Logic-based System. Scalable Comput. Pract. Exp. 8(1) (2007) - [c16]Federico Chesani, Paola Mello, Marco Montali, Sergio Storari:
Testing Careflow Process Execution Conformance by Translating a Graphical Language to Computational Logic. AIME 2007: 479-488 - [c15]Marco Alberti
Web Service Contracting: Specification and Reasoning with SCIFF. ESWC 2007: 68-83 - [c14]Marco Alberti, Federico Chesani, Marco Gavanelli
A Rule-Based Approach for Reasoning About Collaboration Between Smart Web Services. RR 2007: 279-288 - [i1]Marco Alberti, Federico Chesani, Marco Gavanelli, Evelina Lamma, Paola Mello, Marco Montali, Paolo Torroni:
Expressing and Verifying Business Contracts with Abductive Logic Programming. Normative Multi-agent Systems 2007 - 2006
- [j3]Marco Alberti
Compliance verification of agent interaction: a logic-based software tool. Appl. Artif. Intell. 20(2-4): 133-157 (2006) - [c13]Marco Alberti, Federico Chesani, Marco Gavanelli
A Verifiable Logic-Based Agent Architecture. ISMIS 2006: 188-197 - [c12]Federico Chesani, Pietro De Matteis, Paola Mello, Marco Montali, Sergio Storari:
A Framework for Defining and Verifying Clinical Guidelines: A Case Study on Cancer Screening. ISMIS 2006: 338-343 - [c11]Marco Alberti, Marco Gavanelli
An abductive framework for a-priori verification of web services. PPDP 2006: 39-50 - [c10]Marco Alberti, Federico Chesani, Marco Gavanelli, Evelina Lamma, Paola Mello:
Policy-based Reasoning for Smart Web Service Interaction. SWAP 2006 - [c9]Marco Alberti, Federico Chesani, Marco Gavanelli
Computational Logic for Run-Time Verification of Web Services Choreographies: Exploiting the SOCS-SI Tool. WS-FM 2006: 58-72 - 2005
- [j2]Marco Alberti, Federico Chesani, Marco Gavanelli, Alessio Guerri, Evelina Lamma, Paola Mello, Paolo Torroni:
Expressing interaction in combinatorial auction through social integrity constraints. Intelligenza Artificiale 2(1): 22-29 (2005) - [j1]Marco Alberti, Federico Chesani:
The computational behaviour of the SCIFF abductive proof procedure and the SOCS-SI system. Intelligenza Artificiale 2(3): 45-51 (2005) - [c8]Federico Chesani, Marco Gavanelli
Specification and Verification of Agent Interaction Using Abductive Reasoning (Tutorial Paper). CLIMA 2005: 243-264 - [c7]Marco Alberti
Security Protocols Verification in Abductive Logic Programming: A Case Study. ESAW 2005: 106-124 - [c6]Federico Chesani:
Formalization and Verification of Interaction Protocols. ICLP 2005: 437-438 - [c5]Marco Alberti, Federico Chesani, Alessio Guerri, Marco Gavanelli, Evelina Lamma, Paola Mello, Michela Milano, Paolo Torroni:
Expressing Interaction in Combinatorial Auction through Social Integrity Constraints. W(C)LP 2005: 53-64 - [c4]Marco Alberti, Federico Chesani, Marco Gavanelli, Evelina Lamma:
The CHR-based Implementation of a System for Generation and Confirmation of Hypotheses. W(C)LP 2005: 111-122 - [c3]Federico Chesani, Anna Ciampolini, Paola Mello, Marco Montali, Paolo Torroni, Marco Alberti, Sergio Storari:
Protocol Specification and Verification by Using Computational Logic. WOA 2005: 184-192 - 2004
- [c2]Marco Alberti, Federico Chesani, Marco Gavanelli
The SOCS Computational Logic Approach to the Specification and Verification of Agent Societies. Global Computing 2004: 314-339 - [c1]Marco Alberti, Marco Gavanelli
A Logic based Approach to Interaction Design in Open Multi-Agent Systems. WETICE 2004: 387-392
Coauthor Index
[c65] [j32] [j31] [c64] [c62] [c61] [i7] [j29] [j27] [j26] [j25] [c57] [j23] [j22] [j21] [j20] [c56] [j19] [c55] [c54] [c53] [c52] [e3] [c51] [c50] [c49] [c48] [c47] [i3] [c45] [p4] [j17] [j16] [c41] [e2] [c40] [c39] [e1] [j15] [j14] [j13] [c38] [c37] [c36] [c35] [j12] [j11] [j10] [j9] [c33] [c32] [c31] [c30] [c29] [j8] [c28] [c27] [c26] [c25] [c24] [c23] [p3] [j7] [j6] [c22] [c21] [c20] [c19] [c18] [c17] [p1] [j4] [c16] [c15] [c14] [i1] [j3] [c13] [c12] [c11] [c10] [c9] [j2] [c8] [c7] [c5] [c3] [c2] [c1]
[j31] [c64] [c62] [c61] [i7] [c57] [j22] [j21] [c53] [c50] [c47] [i3] [c45] [p5] [p4] [j17] [j16] [c41] [e2] [c40] [e1] [j15] [j14] [j13] [c38] [c37] [c36] [c35] [j12] [j11] [j10] [j9] [c33] [c32] [c31] [j8] [c28] [c27] [c26] [c25] [c24] [c23] [j7] [c22] [c21] [c20] [c18] [c17] [p1] [c16] [c15] [c14] [i1] [c12] [c11] [c9] [c3]
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