diff --git a/data/arch-out-journals.csv b/data/arch-out-journals.csv
index d4f7a305..61c2c742 100644
--- a/data/arch-out-journals.csv
+++ b/data/arch-out-journals.csv
@@ -1,7 +1,7 @@
 Future Generation CS,87
 Concurrency and Computation,47
 Supercomputing,46
-J. Parallel Distrib. Comput.,34
+J. Parallel Distrib. Comput.,38
 IEEE TPDS,10
 ACM TECS,7
 ACM TACO,6
diff --git a/data/arch-out-papers.csv b/data/arch-out-papers.csv
index 60964018..e0b17ad9 100644
--- a/data/arch-out-papers.csv
+++ b/data/arch-out-papers.csv
@@ -11,8 +11,12 @@
 2024,Future Generation CS,"VISO approach: A socialization proposal for the Internet of Things objects.",UFPEL,Leandro da Silva Camargo; J. F. Pauletti; Ana Marilza Pernas; Adenauer C. Yamin,https://doi.org/10.1016/j.future.2023.09.009,null,J,no_arxiv,0
 2024,IEEE TPDS,"Synergistically Rebalancing the EDP of Container-Based Parallel Applications.",UFRGS,Vinicius S. da Silva; Everton Camargo de Lima; Janaina Schwarzrock; Fábio D. Rossi; Marcelo Caggiani Luizelli; Antonio Carlos Schneider Beck; Arthur Francisco Lorenzon,https://doi.org/10.1109/TPDS.2024.3357353,top,J,no_arxiv,0
 2024,J. Parallel Distrib. Comput.,"Adaptive patch grid strategy for parallel protein folding using atomic burials with NAMD.",UnB,Emerson de Araujo Macedo; Alba C. M. A. Melo,https://doi.org/10.1016/j.jpdc.2024.104868,null,J,no_arxiv,0
+2024,J. Parallel Distrib. Comput.,"DuMato: An efficient warp-centric subgraph enumeration system for GPU.",UFMG,Samuel Ferraz; Vinícius Vitor dos Santos Dias; Carlos H. C. Teixeira; Srinivasan Parthasarathy 0001; George Teodoro; Wagner Meira Jr.,https://doi.org/10.1016/j.jpdc.2024.104903,null,J,no_arxiv,0
 2024,J. Parallel Distrib. Comput.,"General-purpose data stream processing on heterogeneous architectures with WindFlow.",PUC-RS,Gabriele Mencagli; Massimo Torquati; Dalvan Griebler; Alessandra Fais; Marco Danelutto,https://doi.org/10.1016/j.jpdc.2023.104782,null,J,no_arxiv,0
+2024,J. Parallel Distrib. Comput.,"HBPB, applying reuse distance to improve cache efficiency proactively.",UFRGS,Arthur M. Krause; Paulo C. Santos 0001; Arthur Francisco Lorenzon; Philippe O. A. Navaux,https://doi.org/10.1016/j.jpdc.2024.104919,null,J,no_arxiv,0
+2024,J. Parallel Distrib. Comput.,"Ion-molecule collision cross-section calculations using trajectory parallelization in distributed systems.",UNICAMP; Unisinos,Samuel Cajahuaringa; Leandro N. Zanotto; Sandro Rigo; Hervé Yviquel; Munir S. Skaf; Guido Araujo,https://doi.org/10.1016/j.jpdc.2024.104902,null,J,no_arxiv,0
 2024,J. Parallel Distrib. Comput.,"Scalable atomic broadcast: A leaderless hierarchical algorithm.",UFPR,Lucas V. Ruchel; Edson Tavares de Camargo; Luiz Antonio Rodrigues; Rogério C. Turchetti; Luciana Arantes; Elias Procópio Duarte Jr.,https://doi.org/10.1016/j.jpdc.2023.104789,null,J,no_arxiv,0
+2024,J. Parallel Distrib. Comput.,"Using hardware-transactional-memory support to implement speculative task execution.",UNESP,Juan Salamanca 0001; Alexandro Baldassin,https://doi.org/10.1016/j.jpdc.2024.104939,null,J,no_arxiv,0
 2024,PDP,"BTO, Block and Thread Optimization of GPU Kernels on Geophysical Exploration.",UFRGS,Brenda S. Schussler; Pedro H. C. Rigon; Arthur Francisco Lorenzon; Philippe O. A. Navaux,https://doi.org/10.1109/PDP62718.2024.00011,null,C,no_arxiv,0
 2024,PDP,"Interleaved Execution of Approximated CUDA Kernels in Iterative Applications.",UFRGS,Gabriel Freytag; Cristiano A. Künas; Paolo Rech; Philippe O. A. Navaux,https://doi.org/10.1109/PDP62718.2024.00017,null,C,no_arxiv,0
 2024,PDP,"Towards a Scalable Parallel Infomap Algorithm for Community Detection.",PUC-RS,Gabriel G. Santos; Kartik Lakhotia; César A. F. De Rose,https://doi.org/10.1109/PDP62718.2024.00023,null,C,no_arxiv,0
diff --git a/data/arch-out-profs-list.csv b/data/arch-out-profs-list.csv
index 109b516b..96b1611f 100644
--- a/data/arch-out-profs-list.csv
+++ b/data/arch-out-profs-list.csv
@@ -88,6 +88,7 @@ Gustavo Pessin,ITV
 Helio Crestana Guardia,UFSCar
 Henrique Cota de Freitas,PUC Minas
 Hermes Senger,UFSCar
+Herve Yviquel,UNICAMP
 Igor Machado Coelho,UERJ
 Isabel Rosseti,UFF
 Jairo Panetta,ITA
@@ -164,6 +165,7 @@ Rodolfo Stoffel Antunes,Unisinos
 Rodrigo Righi,Unisinos
 Rodrigo de Souza Couto,COPPE/UFRJ
 Salles Viana Gomes de Magalhaes,UFV
+Sandro Rigo,Unisinos
 Siang Song,IME/USP
 Sidney Lucena,UNIRIO
 Simone Souza,ICMC/USP
diff --git a/data/arch-out-scores.csv b/data/arch-out-scores.csv
index 6e346651..8ee194be 100644
--- a/data/arch-out-scores.csv
+++ b/data/arch-out-scores.csv
@@ -1,7 +1,7 @@
-UFRGS,22.91
-UNICAMP,13.77
+UFRGS,23.31
+UNICAMP,14.17
+UFMG,11.57
 PUC-RS,11.48
-UFMG,11.17
 UFPE,9.19
 Inatel,7.86
 UnB,7.18
@@ -9,9 +9,9 @@ UFSC,6.65
 UFF,6.24
 COPPE/UFRJ,5.78
 UERJ,4.1
+Unisinos,3.6
+UNESP,3.59
 UFAL,3.38
-Unisinos,3.2
-UNESP,3.19
 UFBA,3.13
 UFV,2.99
 UFPR,2.99
diff --git a/data/manual-classification.csv b/data/manual-classification.csv
index d067d14c..2a15a2f7 100644
--- a/data/manual-classification.csv
+++ b/data/manual-classification.csv
@@ -311,3 +311,5 @@ se,2024,"J. Syst. Softw.","Refactoring react-based Web apps.",db/journals/jss/js
 se,2024,"J. Syst. Softw.","Detecting semantic conflicts with unit tests.",db/journals/jss/jss214.html#SilvaBMMBMGL24
 se,2024,"J. Syst. Softw.","Feature-oriented test case selection and prioritization during the evolution of highly-configurable systems.",db/journals/jss/jss217.html#MendoncaAV24
 theory,2024,"Theor. Comput. Sci.","Approximations for the Steiner Multicycle problem.",db/journals/tcs/tcs1020.html#FernandesLM24
+se,2024,"J. Syst. Softw.","Generative AI in Software Engineering Must Be Human-Centered: The Copenhagen Manifesto.",db/journals/jss/jss216.html#RussoBBACCCCEFHHIKKLLLMMMOPPPPRRSSS24
+ds,2024,"Softw. Pract. Exp.","CLAACS-IOD: Certificate-embedded lightweight authentication and access control scheme for Internet of Drones.",db/journals/spe/spe54.html#SadhukhanRDR24
diff --git a/data/profs/search/Alessandro-Garcia.csv b/data/profs/search/Alessandro-Garcia.csv
index 402a8d2b..417d69ea 100644
--- a/data/profs/search/Alessandro-Garcia.csv
+++ b/data/profs/search/Alessandro-Garcia.csv
@@ -1,6 +1,8 @@
 2019,ISSRE,"On the Density and Diversity of Degradation Symptoms in Refactored Classes: A Multi-case Study.",Willian Nalepa Oizumi; Leonardo da Silva Sousa; Anderson Oliveira; Luiz Carvalho; Alessandro Garcia 0001; Thelma Elita Colanzi; Roberto Felicio Oliveira 0003,https://doi.org/10.1109/ISSRE.2019.00042,null,C,no_arxiv,0
 2024,FSE,"Understanding Developers' Discussions and Perceptions on Non-functional Requirements: The Case of the Spring Ecosystem.",Anderson Oliveira; João Lucas Correia; Wesley K. G. Assunção; Juliana Alves Pereira; Rafael Maiani de Mello; Daniel Coutinho; Caio Barbosa; Paulo Vítor C. F. Libório; Alessandro Garcia 0001,https://doi.org/10.1145/3643750,top,C,no_arxiv,0
 2024,SQJ,"Unraveling the code: an in-depth empirical study on the impact of development practices in auxiliary functions implementation.",Otávio Lemos; Fábio F. Silveira; Fabiano Cutigi Ferrari; Tiago Silva da Silva; Eduardo Martins Guerra; Alessandro F. Garcia 0001,https://doi.org/10.1007/s11219-024-09682-4,null,J,no_arxiv,0
+2024,SQJ,"An exploratory evaluation of code smell agglomerations.",Amanda Santana; Eduardo Figueiredo 0001; Juliana Alves Pereira; Alessandro Garcia 0001,https://doi.org/10.1007/s11219-024-09680-6,null,J,no_arxiv,0
+2024,SQJ,"Towards effective gamification of existing systems: method and experience report.",Anderson Gonçalves Uchôa; Rafael Maiani de Mello; Jairo Souza; Leopoldo Teixeira; Baldoino Fonseca; Alessandro Garcia 0001,https://doi.org/10.1007/s11219-024-09696-y,null,J,no_arxiv,0
 2024,TSE,"On the Usefulness of Automatically Generated Microservice Architectures.",Luiz Carvalho; Thelma Elita Colanzi; Wesley K. G. Assunção; Alessandro F. Garcia 0001; Juliana Alves Pereira; Marcos Kalinowski; Rafael Maiani de Mello; Maria Julia de Lima; Carlos Lucena,https://doi.org/10.1109/TSE.2024.3361209,top,J,no_arxiv,0
 2023,IST,"Composite refactoring: Representations, characteristics and effects on software projects.",Ana Carla Bibiano; Anderson G. Uchôa; Wesley K. G. Assunção; Daniel Tenório Martins de Oliveira; Thelma Elita Colanzi; Silvia Regina Vergilio; Alessandro F. Garcia 0001,https://doi.org/10.1016/j.infsof.2022.107134,null,J,no_arxiv,0
 2023,IEEE Software,"Recommendations for Developers Identifying Code Smells.",Rafael Maiani de Mello; Roberto Oliveira 0003; Anderson G. Uchôa; Willian Nalepa Oizumi; Alessandro F. Garcia 0001; Baldoino Fonseca; Fernanda de Mello,https://doi.org/10.1109/MS.2022.3203716,null,J,no_arxiv,0
diff --git a/data/profs/search/Alexandro-Baldassin.csv b/data/profs/search/Alexandro-Baldassin.csv
index 700b871a..252ecbdb 100644
--- a/data/profs/search/Alexandro-Baldassin.csv
+++ b/data/profs/search/Alexandro-Baldassin.csv
@@ -1,5 +1,6 @@
 2020,Neurocomputing,"An efficient parallel implementation for training supervised optimum-path forest classifiers.",Aldo Culquicondor; Alexandro Baldassin; César Castelo-Fernández; João P. L. de Carvalho; João Paulo Papa,https://doi.org/10.1016/j.neucom.2018.10.115,null,J,no_arxiv,0
 2019,Neurocomputing,"Semi-supervised and active learning through Manifold Reciprocal kNN Graph for image retrieval.",Daniel Carlos Guimarães Pedronette; Ying Weng; Alexandro Baldassin; Chaohuan Hou,https://doi.org/10.1016/j.neucom.2019.02.016,null,J,no_arxiv,0
+2024,J. Parallel Distrib. Comput.,"Using hardware-transactional-memory support to implement speculative task execution.",Juan Salamanca 0001; Alexandro Baldassin,https://doi.org/10.1016/j.jpdc.2024.104939,null,J,no_arxiv,0
 2023,J. Parallel Distrib. Comput.,"On the impact of mode transition on phased transactional memory performance.",Catalina Munoz Morales; Bruno C. Honorio; Joao P. L. de Carvalho; Alexandro Baldassin; Guido Araujo,https://doi.org/10.1016/j.jpdc.2022.11.009,null,J,no_arxiv,0
 2021,Euro-Par,"Accelerating Graph Applications Using Phased Transactional Memory.",Catalina Munoz Morales; Rafael Murari; Joao P. L. de Carvalho; Bruno Chinelato Honorio; Alexandro Baldassin; Guido Araujo,https://doi.org/10.1007/978-3-030-85665-6_26,null,C,no_arxiv,0
 2020,Euro-Par,"NV-PhTM: An Efficient Phase-Based Transactional System for Non-volatile Memory.",Alexandro Baldassin; Rafael Murari; João P. L. de Carvalho; Guido Araujo; Daniel Castro 0004; João Barreto 0001; Paolo Romano 0002,https://doi.org/10.1007/978-3-030-57675-2_30,null,C,no_arxiv,0
diff --git a/data/profs/search/Anderson-Uchoa.csv b/data/profs/search/Anderson-Uchoa.csv
index 93b4c6e9..8f7b8e5f 100644
--- a/data/profs/search/Anderson-Uchoa.csv
+++ b/data/profs/search/Anderson-Uchoa.csv
@@ -1,3 +1,4 @@
+2024,SQJ,"Towards effective gamification of existing systems: method and experience report.",Anderson Gonçalves Uchôa; Rafael Maiani de Mello; Jairo Souza; Leopoldo Teixeira; Baldoino Fonseca; Alessandro Garcia 0001,https://doi.org/10.1007/s11219-024-09696-y,null,J,no_arxiv,0
 2023,IST,"Composite refactoring: Representations, characteristics and effects on software projects.",Ana Carla Bibiano; Anderson G. Uchôa; Wesley K. G. Assunção; Daniel Tenório Martins de Oliveira; Thelma Elita Colanzi; Silvia Regina Vergilio; Alessandro F. Garcia 0001,https://doi.org/10.1016/j.infsof.2022.107134,null,J,no_arxiv,0
 2023,IST,"Negative effects of gamification in education software: Systematic mapping and practitioner perceptions.",Cláuvin Almeida; Marcos Kalinowski; Anderson G. Uchôa; Bruno Feijó,https://doi.org/10.1016/j.infsof.2022.107142,null,J,no_arxiv,0
 2023,IEEE Software,"Recommendations for Developers Identifying Code Smells.",Rafael Maiani de Mello; Roberto Oliveira 0003; Anderson G. Uchôa; Willian Nalepa Oizumi; Alessandro F. Garcia 0001; Baldoino Fonseca; Fernanda de Mello,https://doi.org/10.1109/MS.2022.3203716,null,J,no_arxiv,0
diff --git a/data/profs/search/Arthur-Francisco-Lorenzon.csv b/data/profs/search/Arthur-Francisco-Lorenzon.csv
index 7865a2f7..f24d315e 100644
--- a/data/profs/search/Arthur-Francisco-Lorenzon.csv
+++ b/data/profs/search/Arthur-Francisco-Lorenzon.csv
@@ -1,3 +1,4 @@
+2024,J. Parallel Distrib. Comput.,"HBPB, applying reuse distance to improve cache efficiency proactively.",Arthur M. Krause; Paulo C. Santos 0001; Arthur Francisco Lorenzon; Philippe O. A. Navaux,https://doi.org/10.1016/j.jpdc.2024.104919,null,J,no_arxiv,0
 2024,Supercomputing,"Allok: a machine learning approach for efficient graph execution on CPU-GPU clusters.",Marcelo K. Moori; Hiago Mayk G. de A. Rocha; Arthur Francisco Lorenzon; Antonio C. S. Beck,https://doi.org/10.1007/s11227-024-06079-9,null,J,no_arxiv,0
 2024,IEEE TPDS,"Synergistically Rebalancing the EDP of Container-Based Parallel Applications.",Vinicius S. da Silva; Everton Camargo de Lima; Janaina Schwarzrock; Fábio D. Rossi; Marcelo Caggiani Luizelli; Antonio Carlos Schneider Beck; Arthur Francisco Lorenzon,https://doi.org/10.1109/TPDS.2024.3357353,top,J,no_arxiv,0
 2024,PDP,"BTO, Block and Thread Optimization of GPU Kernels on Geophysical Exploration.",Brenda S. Schussler; Pedro H. C. Rigon; Arthur Francisco Lorenzon; Philippe O. A. Navaux,https://doi.org/10.1109/PDP62718.2024.00011,null,C,no_arxiv,0
diff --git a/data/profs/search/Baldoino-Fonseca.csv b/data/profs/search/Baldoino-Fonseca.csv
index 3a6f4534..020b34b8 100644
--- a/data/profs/search/Baldoino-Fonseca.csv
+++ b/data/profs/search/Baldoino-Fonseca.csv
@@ -1,4 +1,5 @@
 2020,VL/HCC,"Refactoring from 9 to 5? What and When Employees and Volunteers Contribute to OSS.",Luiz Felipe Dias; Caio Barbosa; Gustavo Pinto 0001; Igor Steinmacher; Baldoino Fonseca; Márcio Ribeiro 0001; Christoph Treude; Daniel Alencar da Costa,https://doi.org/10.1109/VL/HCC50065.2020.9127205,null,J,no_arxiv,0
+2024,SQJ,"Towards effective gamification of existing systems: method and experience report.",Anderson Gonçalves Uchôa; Rafael Maiani de Mello; Jairo Souza; Leopoldo Teixeira; Baldoino Fonseca; Alessandro Garcia 0001,https://doi.org/10.1007/s11219-024-09696-y,null,J,no_arxiv,0
 2023,EMSE,"Seeing confusion through a new lens: on the impact of atoms of confusion on novices' code comprehension.",José Aldo Silva da Costa; Rohit Gheyi; Fernando Castor; Pablo Roberto Fernandes de Oliveira; Márcio Ribeiro 0001; Baldoino Fonseca,https://doi.org/10.1007/s10664-023-10311-0,null,J,no_arxiv,0
 2023,IST,"Towards a better understanding of the mechanics of refactoring detection tools.",Jonhnanthan Oliveira; Rohit Gheyi; Leopoldo Teixeira; Márcio Ribeiro 0001; Osmar Leandro; Baldoino Fonseca,https://doi.org/10.1016/j.infsof.2023.107273,null,J,no_arxiv,0
 2023,IEEE Software,"Recommendations for Developers Identifying Code Smells.",Rafael Maiani de Mello; Roberto Oliveira 0003; Anderson G. Uchôa; Willian Nalepa Oizumi; Alessandro F. Garcia 0001; Baldoino Fonseca; Fernanda de Mello,https://doi.org/10.1109/MS.2022.3203716,null,J,no_arxiv,0
diff --git a/data/profs/search/Eduardo-Figueiredo.csv b/data/profs/search/Eduardo-Figueiredo.csv
index 1d933e64..6293e564 100644
--- a/data/profs/search/Eduardo-Figueiredo.csv
+++ b/data/profs/search/Eduardo-Figueiredo.csv
@@ -1,5 +1,7 @@
 2023,ISSRE,"Do Mutations of Strongly Subsuming Second-Order Mutants Really Mask Each Other?",João Paulo Diniz; Fischer Ferreira; Fabiano Cutigi Ferrari; Eduardo Figueiredo 0001,https://doi.org/10.1109/ISSRE59848.2023.00079,null,C,no_arxiv,0
+2024,JSEP,"Two sides of the same coin: A study on developers' perception of defects.",Geanderson E. dos Santos; Igor Muzetti; Eduardo Figueiredo 0001,https://doi.org/10.1002/smr.2699,null,J,no_arxiv,0
 2024,IEEE Software,"On the Usage of New JavaScript Features Through Transpilers: The Babel Case.",Thiago Nicolini; André C. Hora; Eduardo Figueiredo 0001,https://doi.org/10.1109/MS.2023.3243858,null,J,no_arxiv,0
+2024,SQJ,"An exploratory evaluation of code smell agglomerations.",Amanda Santana; Eduardo Figueiredo 0001; Juliana Alves Pereira; Alessandro Garcia 0001,https://doi.org/10.1007/s11219-024-09680-6,null,J,no_arxiv,0
 2024,ICPC,"Tuning Code Smell Prediction Models: A Replication Study.",Henrique Gomes Nunes; Amanda Santana; Eduardo Figueiredo 0001; Heitor A. X. Costa,https://doi.org/10.1145/3643916.3644436,null,C,no_arxiv,0
 2023,JSEP,"Perceptions of open-source software developers on collaborations: An interview and survey study.",Kattiana Constantino; Maurício R. de A. Souza; Shurui Zhou; Eduardo Figueiredo 0001; Christian Kästner,https://doi.org/10.1002/smr.2393,null,J,no_arxiv,0
 2023,SPE,"Dual analysis for helping developers to find collaborators based on co-changed files: An empirical study.",Kattiana Constantino; Fabiano Belém; Eduardo Figueiredo 0001,https://doi.org/10.1002/spe.3194,null,J,no_arxiv,0
diff --git a/data/profs/search/Fabiano-Ferrari.csv b/data/profs/search/Fabiano-Ferrari.csv
index 2cb4e9fe..55e8e36b 100644
--- a/data/profs/search/Fabiano-Ferrari.csv
+++ b/data/profs/search/Fabiano-Ferrari.csv
@@ -1,5 +1,6 @@
 2023,ISSRE,"Do Mutations of Strongly Subsuming Second-Order Mutants Really Mask Each Other?",João Paulo Diniz; Fischer Ferreira; Fabiano Cutigi Ferrari; Eduardo Figueiredo 0001,https://doi.org/10.1109/ISSRE59848.2023.00079,null,C,no_arxiv,0
 2024,SQJ,"Unraveling the code: an in-depth empirical study on the impact of development practices in auxiliary functions implementation.",Otávio Lemos; Fábio F. Silveira; Fabiano Cutigi Ferrari; Tiago Silva da Silva; Eduardo Martins Guerra; Alessandro F. Garcia 0001,https://doi.org/10.1007/s11219-024-09682-4,null,J,no_arxiv,0
+2024,SQJ,"Getting into the game: gamifying software development with the GSA framework.",Daniel de Paula Porto; Sandra Camargo Pinto Ferraz Fabbri; Fabiano Cutigi Ferrari,https://doi.org/10.1007/s11219-024-09694-0,null,J,no_arxiv,0
 2021,JSS,"Initiatives and challenges of using gamification in software engineering: A Systematic Mapping.",Daniel de Paula Porto; Gabriela Martins de Jesus; Fabiano Cutigi Ferrari; Sandra Camargo Pinto Ferraz Fabbri,https://doi.org/10.1016/j.jss.2020.110870,null,J,http://arxiv.org/abs/2011.07115v1,0
 2020,SCP,"Mutating code annotations: An empirical evaluation on Java and C# programs.",Pedro Pinheiro; José Carlos Viana; Márcio Ribeiro 0001; Leonardo Fernandes; Fabiano Cutigi Ferrari; Rohit Gheyi; Baldoino Fonseca,https://doi.org/10.1016/j.scico.2020.102418,null,J,no_arxiv,0
 2020,SANER,"Characterizing Architectural Drifts of Adaptive Systems.",Daniel San Martín; Bento R. Siqueira; Valter Vieira de Camargo; Fabiano Cutigi Ferrari,https://doi.org/10.1109/SANER48275.2020.9054856,null,C,no_arxiv,0
diff --git a/data/profs/search/Genaina-Rodrigues.csv b/data/profs/search/Genaina-Rodrigues.csv
index faf1451c..75d9b5ca 100644
--- a/data/profs/search/Genaina-Rodrigues.csv
+++ b/data/profs/search/Genaina-Rodrigues.csv
@@ -4,6 +4,7 @@
 2023,Robotics & Autonomous Syst.,"Mission specification and decomposition for multi-robot systems.",Eric Bernd Gil; Genaína Nunes Rodrigues; Patrizio Pelliccione; Radu Calinescu,https://doi.org/10.1016/j.robot.2023.104386,null,J,no_arxiv,0
 2024,IEEE Software,"Explainability for Property Violations in Cyberphysical Systems: An Immune-Inspired Approach.",João Paulo Costa de Araujo; Genaína Nunes Rodrigues; Marc Carwehl; Thomas Vogel 0001; Lars Grunske; Ricardo Caldas; Patrizio Pelliccione,https://doi.org/10.1109/MS.2024.3387289,null,J,no_arxiv,0
 2024,TSE,"Controller Synthesis for Autonomous Systems With Deep-Learning Perception Components.",Radu Calinescu; Calum Imrie; Ravi Mangal; Genaína Nunes Rodrigues; Corina S. Pasareanu; Misael Alpizar Santana; Gricel Vázquez,https://doi.org/10.1109/TSE.2024.3385378,top,J,no_arxiv,0
+2024,TSE,"Runtime Verification and Field-Based Testing for ROS-Based Robotic Systems.",Ricardo Caldas; Juan Antonio Piñera García; Matei Schiopu; Patrizio Pelliccione; Genaína Nunes Rodrigues; Thorsten Berger,https://doi.org/10.1109/TSE.2024.3444697,top,J,no_arxiv,0
 2024,ICSE,"Analyzing and Debugging Normative Requirements via Satisfiability Checking.",Nick Feng; Lina Marsso; Sinem Getir Yaman; Yesugen Baatartogtokh; Reem Ayad; Victória Oldemburgo de Mello; Beverley A. Townsend; Isobel Standen; Ioannis Stefanakos; Calum Imrie; Genaína Nunes Rodrigues; Ana Cavalcanti 0001; Radu Calinescu; Marsha Chechik,https://doi.org/10.1145/3597503.3639093,top,C,http://arxiv.org/abs/2401.05673v1,0
 2023,IST,"A property specification pattern catalog for real-time system verification with UPPAAL.",Thomas Vogel 0001; Marc Carwehl; Genaína Nunes Rodrigues; Lars Grunske,https://doi.org/10.1016/j.infsof.2022.107100,null,J,no_arxiv,0
 2022,JSS,"An architecture for mission coordination of heterogeneous robots.",Gabriel S. Rodrigues; Ricardo Caldas; Gabriel Araujo; Vicente de Moraes; Genaína Nunes Rodrigues; Patrizio Pelliccione,https://doi.org/10.1016/j.jss.2022.111363,null,J,no_arxiv,0
diff --git a/data/profs/search/George-Teodoro.csv b/data/profs/search/George-Teodoro.csv
index d572fb3a..29ef06eb 100644
--- a/data/profs/search/George-Teodoro.csv
+++ b/data/profs/search/George-Teodoro.csv
@@ -1,3 +1,4 @@
+2024,J. Parallel Distrib. Comput.,"DuMato: An efficient warp-centric subgraph enumeration system for GPU.",Samuel Ferraz; Vinícius Vitor dos Santos Dias; Carlos H. C. Teixeira; Srinivasan Parthasarathy 0001; George Teodoro; Wagner Meira Jr.,https://doi.org/10.1016/j.jpdc.2024.104903,null,J,no_arxiv,0
 2023,Parallel Computing,"Spatial-aware data partition for distributed memory parallelization of ANN search in multimedia retrieval.",Guilherme Andrade; Renato Ferreira 0001; George Teodoro,https://doi.org/10.1016/j.parco.2022.102992,null,J,no_arxiv,0
 2022,J. Parallel Distrib. Comput.,"Efficient microscopy image analysis on CPU-GPU systems with cost-aware irregular data partitioning.",Willian Barreiros Jr.; Alba C. M. A. Melo; Jun Kong; Renato Ferreira 0001; Tahsin M. Kurç; Joel H. Saltz; George Teodoro,https://doi.org/10.1016/j.jpdc.2022.02.004,null,J,no_arxiv,0
 2021,J. Parallel Distrib. Comput.,"Online multimedia retrieval on CPU-GPU platforms with adaptive work partition.",Rafael Souza; André Fernandes; Thiago S. F. X. Teixeira; George Teodoro; Renato Ferreira 0001,https://doi.org/10.1016/j.jpdc.2020.10.001,null,J,no_arxiv,0
diff --git a/data/profs/search/Guido-Araujo.csv b/data/profs/search/Guido-Araujo.csv
index fcd818ed..0eaef36c 100644
--- a/data/profs/search/Guido-Araujo.csv
+++ b/data/profs/search/Guido-Araujo.csv
@@ -1,3 +1,4 @@
+2024,J. Parallel Distrib. Comput.,"Ion-molecule collision cross-section calculations using trajectory parallelization in distributed systems.",Samuel Cajahuaringa; Leandro N. Zanotto; Sandro Rigo; Hervé Yviquel; Munir S. Skaf; Guido Araujo,https://doi.org/10.1016/j.jpdc.2024.104902,null,J,no_arxiv,0
 2023,J. Parallel Distrib. Comput.,"On the impact of mode transition on phased transactional memory performance.",Catalina Munoz Morales; Bruno C. Honorio; Joao P. L. de Carvalho; Alexandro Baldassin; Guido Araujo,https://doi.org/10.1016/j.jpdc.2022.11.009,null,J,no_arxiv,0
 2023,J. Parallel Distrib. Comput.,"Tensor slicing and optimization for multicore NPUs.",Rafael C. F. Sousa; Márcio Machado Pereira; Yongin Kwon; Taeho Kim; Namsoon Jung; Chang Soo Kim; Michael Frank 0008; Guido Araujo,https://doi.org/10.1016/j.jpdc.2022.12.008,null,J,http://arxiv.org/abs/2304.03013v1,0
 2023,ACM TACO,"Advancing Direct Convolution Using Convolution Slicing Optimization and ISA Extensions.",Victor Ferrari; Rafael Cardoso Fernandes Sousa; Márcio Machado Pereira; Joao P. L. de Carvalho; José Nelson Amaral; José E. Moreira; Guido Araujo,https://doi.org/10.1145/3625004,top,J,http://arxiv.org/abs/2303.04739v1,0
diff --git a/data/profs/search/Herve-Yviquel.csv b/data/profs/search/Herve-Yviquel.csv
index c8d5b236..49f3c958 100644
--- a/data/profs/search/Herve-Yviquel.csv
+++ b/data/profs/search/Herve-Yviquel.csv
@@ -1 +1,2 @@
+2024,J. Parallel Distrib. Comput.,"Ion-molecule collision cross-section calculations using trajectory parallelization in distributed systems.",Samuel Cajahuaringa; Leandro N. Zanotto; Sandro Rigo; Hervé Yviquel; Munir S. Skaf; Guido Araujo,https://doi.org/10.1016/j.jpdc.2024.104902,null,J,no_arxiv,0
 2023,TACO,"Source Matching and Rewriting for MLIR Using String-Based Automata.",Vinicius Espindola; Luciano G. Zago; Hervé Yviquel; Guido Araujo,https://doi.org/10.1145/3571283,top,J,no_arxiv,0
diff --git a/data/profs/search/Juliana-Alves-Pereira.csv b/data/profs/search/Juliana-Alves-Pereira.csv
index bcea172a..f3721615 100644
--- a/data/profs/search/Juliana-Alves-Pereira.csv
+++ b/data/profs/search/Juliana-Alves-Pereira.csv
@@ -1,5 +1,6 @@
 2020,ICPE,"Sampling Effect on Performance Prediction of Configurable Systems: A Case Study.",Juliana Alves Pereira; Mathieu Acher; Hugo Martin 0003; Jean-Marc Jézéquel,https://doi.org/10.1145/3358960.3379137,null,C,no_arxiv,0
 2024,FSE,"Understanding Developers' Discussions and Perceptions on Non-functional Requirements: The Case of the Spring Ecosystem.",Anderson Oliveira; João Lucas Correia; Wesley K. G. Assunção; Juliana Alves Pereira; Rafael Maiani de Mello; Daniel Coutinho; Caio Barbosa; Paulo Vítor C. F. Libório; Alessandro Garcia 0001,https://doi.org/10.1145/3643750,top,C,no_arxiv,0
+2024,SQJ,"An exploratory evaluation of code smell agglomerations.",Amanda Santana; Eduardo Figueiredo 0001; Juliana Alves Pereira; Alessandro Garcia 0001,https://doi.org/10.1007/s11219-024-09680-6,null,J,no_arxiv,0
 2024,TSE,"On the Usefulness of Automatically Generated Microservice Architectures.",Luiz Carvalho; Thelma Elita Colanzi; Wesley K. G. Assunção; Alessandro F. Garcia 0001; Juliana Alves Pereira; Marcos Kalinowski; Rafael Maiani de Mello; Maria Julia de Lima; Carlos Lucena,https://doi.org/10.1109/TSE.2024.3361209,top,J,no_arxiv,0
 2023,MSR,"Don't Forget the Exception! : Considering Robustness Changes to Identify Design Problems.",Anderson Oliveira; João Lucas Correia; Leonardo da Silva Sousa; Wesley K. G. Assunção; Daniel Coutinho; Alessandro F. Garcia 0001; Willian Nalepa Oizumi; Caio Barbosa; Anderson G. Uchôa; Juliana Alves Pereira,https://doi.org/10.1109/MSR59073.2023.00064,null,C,no_arxiv,0
 2022,EMSE,"Analysis of a many-objective optimization approach for identifying microservices from legacy systems.",Wesley K. G. Assunção; Thelma Elita Colanzi; Luiz Carvalho; Alessandro Garcia 0001; Juliana Alves Pereira; Maria Julia de Lima; Carlos Lucena,https://doi.org/10.1007/s10664-021-10049-7,null,J,no_arxiv,0
diff --git a/data/profs/search/Leopoldo-Teixeira.csv b/data/profs/search/Leopoldo-Teixeira.csv
index 2aa8cce5..b0ace79a 100644
--- a/data/profs/search/Leopoldo-Teixeira.csv
+++ b/data/profs/search/Leopoldo-Teixeira.csv
@@ -1,3 +1,4 @@
+2024,SQJ,"Towards effective gamification of existing systems: method and experience report.",Anderson Gonçalves Uchôa; Rafael Maiani de Mello; Jairo Souza; Leopoldo Teixeira; Baldoino Fonseca; Alessandro Garcia 0001,https://doi.org/10.1007/s11219-024-09696-y,null,J,no_arxiv,0
 2023,IST,"Towards a better understanding of the mechanics of refactoring detection tools.",Jonhnanthan Oliveira; Rohit Gheyi; Leopoldo Teixeira; Márcio Ribeiro 0001; Osmar Leandro; Baldoino Fonseca,https://doi.org/10.1016/j.infsof.2023.107273,null,J,no_arxiv,0
 2022,SoSyM,"Guiding the evolution of product-line configurations.",Michael Nieke; Gabriela Sampaio; Thomas Thüm; Christoph Seidl 0001; Leopoldo Teixeira; Ina Schaefer,https://doi.org/10.1007/s10270-021-00906-w,null,J,no_arxiv,0
 2021,IST,"Identifying method-level mutation subsumption relations using Z3.",Rohit Gheyi; Márcio Ribeiro 0001; Beatriz Souza; Marcio Augusto Guimarães; Leo Fernandes; Marcelo d'Amorim; Vander Alves; Leopoldo Teixeira; Baldoino Fonseca,https://doi.org/10.1016/j.infsof.2020.106496,null,J,no_arxiv,0
diff --git a/data/profs/search/Marcos-Kalinowski.csv b/data/profs/search/Marcos-Kalinowski.csv
index 975385d3..e0b99d2b 100644
--- a/data/profs/search/Marcos-Kalinowski.csv
+++ b/data/profs/search/Marcos-Kalinowski.csv
@@ -12,7 +12,7 @@
 2022,JSS,"Cataloging dependency injection anti-patterns in software systems.",Rodrigo Laigner; Diogo S. Mendonça; Alessandro F. Garcia 0001; Marcos Kalinowski,https://doi.org/10.1016/j.jss.2021.111125,null,J,no_arxiv,0
 2022,SQJ,"An empirical investigation on the challenges of creating custom static analysis rules for defect localization.",Diogo S. Mendonça; Marcos Kalinowski,https://doi.org/10.1007/s11219-021-09580-z,null,J,http://arxiv.org/abs/2011.12886v3,0
 2022,TSE,"What Makes Agile Software Development Agile?",Marco Kuhrmann; Paolo Tell; Regina Hebig; Jil Klünder; Jürgen Münch; Oliver Linssen; Dietmar Pfahl; Michael Felderer; Christian R. Prause; Stephen G. MacDonell; Joyce Nakatumba-Nabende; David Raffo; Sarah Beecham; Eray Tüzün; Gustavo López 0001; Nicolás Paez; Diego Fontdevila; Sherlock A. Licorish; Steffen Küpper; Günther Ruhe; Eric Knauss; Özden Özcan-Top; Paul M. Clarke; Fergal McCaffery; Marcela Genero; Aurora Vizcaíno; Mario Piattini; Marcos Kalinowski; Tayana Conte; Rafael Prikladnicki; Stephan Krusche; Ahmet Coskunçay; Ezequiel Scott; Fabio Calefato; Svetlana Pimonova; Rolf-Helge Pfeiffer; Ulrik Pagh Schultz; Rogardt Heldal; Masud Fazal-Baqaie; Craig Anslow; Maleknaz Nayebi; Kurt Schneider; Stefan Sauer 0001; Dietmar Winkler 0001; Stefan Biffl; María Cecilia Bastarrica; Ita Richardson,https://doi.org/10.1109/TSE.2021.3099532,top,J,http://arxiv.org/abs/2109.11435v1,0
-2020,EMSE,"Pandemic programming.",Paul Ralph; Sebastian Baltes; Gianisa Adisaputri; Richard Torkar; Vladimir Kovalenko; Marcos Kalinowski; Nicole Novielli; Shin Yoo; Xavier Devroey; Xin Tan; Minghui Zhou 0001; Burak Turhan; Rashina Hoda; Hideaki Hata; Gregorio Robles; Amin Milani Fard; Rana Alkadhi,https://doi.org/10.1007/s10664-020-09875-y,null,J,no_arxiv,0
+2020,EMSE,"Pandemic programming.",Paul Ralph; Sebastian Baltes; Gianisa Adisaputri; Richard Torkar; Vladimir Kovalenko; Marcos Kalinowski; Nicole Novielli; Shin Yoo; Xavier Devroey; Xin Tan 0003; Minghui Zhou 0001; Burak Turhan; Rashina Hoda; Hideaki Hata; Gregorio Robles; Amin Milani Fard; Rana Alkadhi,https://doi.org/10.1007/s10664-020-09875-y,null,J,no_arxiv,0
 2020,IST,"Identifying self-admitted technical debt through code comment analysis with a contextualized vocabulary.",Mário André de Freitas Farias; Manoel Gomes de Mendonça Neto; Marcos Kalinowski; Rodrigo Oliveira Spínola,https://doi.org/10.1016/j.infsof.2020.106270,null,J,no_arxiv,0
 2020,IST,"On the performance of hybrid search strategies for systematic literature reviews in software engineering.",Érica Mourão; João Felipe Pimentel; Leonardo Murta 0001; Marcos Kalinowski; Emilia Mendes; Claes Wohlin,https://doi.org/10.1016/j.infsof.2020.106294,null,J,http://arxiv.org/abs/2004.09741v1,0
 2020,IST,"Guidelines for the search strategy to update systematic literature reviews in software engineering.",Claes Wohlin; Emilia Mendes; Kátia Romero Felizardo; Marcos Kalinowski,https://doi.org/10.1016/j.infsof.2020.106366,null,J,http://arxiv.org/abs/2006.05542v1,0
diff --git a/data/profs/search/Philippe-Navaux.csv b/data/profs/search/Philippe-Navaux.csv
index aa916895..888d4e19 100644
--- a/data/profs/search/Philippe-Navaux.csv
+++ b/data/profs/search/Philippe-Navaux.csv
@@ -1,3 +1,4 @@
+2024,J. Parallel Distrib. Comput.,"HBPB, applying reuse distance to improve cache efficiency proactively.",Arthur M. Krause; Paulo C. Santos 0001; Arthur Francisco Lorenzon; Philippe O. A. Navaux,https://doi.org/10.1016/j.jpdc.2024.104919,null,J,no_arxiv,0
 2024,PDP,"BTO, Block and Thread Optimization of GPU Kernels on Geophysical Exploration.",Brenda S. Schussler; Pedro H. C. Rigon; Arthur Francisco Lorenzon; Philippe O. A. Navaux,https://doi.org/10.1109/PDP62718.2024.00011,null,C,no_arxiv,0
 2024,PDP,"Interleaved Execution of Approximated CUDA Kernels in Iterative Applications.",Gabriel Freytag; Cristiano A. Künas; Paolo Rech; Philippe O. A. Navaux,https://doi.org/10.1109/PDP62718.2024.00017,null,C,no_arxiv,0
 2023,J. Parallel Distrib. Comput.,"Uncovering I/O demands on HPC platforms: Peeking under the hood of Santos Dumont.",André Ramos Carneiro; Jean Luca Bez; Carla Osthoff; Lucas Mello Schnorr; Philippe O. A. Navaux,https://doi.org/10.1016/j.jpdc.2023.104744,null,J,no_arxiv,0
diff --git a/data/profs/search/Rafael-Maiani-de-Mello.csv b/data/profs/search/Rafael-Maiani-de-Mello.csv
index f4b552d4..e07c1353 100644
--- a/data/profs/search/Rafael-Maiani-de-Mello.csv
+++ b/data/profs/search/Rafael-Maiani-de-Mello.csv
@@ -1,4 +1,5 @@
 2024,FSE,"Understanding Developers' Discussions and Perceptions on Non-functional Requirements: The Case of the Spring Ecosystem.",Anderson Oliveira; João Lucas Correia; Wesley K. G. Assunção; Juliana Alves Pereira; Rafael Maiani de Mello; Daniel Coutinho; Caio Barbosa; Paulo Vítor C. F. Libório; Alessandro Garcia 0001,https://doi.org/10.1145/3643750,top,C,no_arxiv,0
+2024,SQJ,"Towards effective gamification of existing systems: method and experience report.",Anderson Gonçalves Uchôa; Rafael Maiani de Mello; Jairo Souza; Leopoldo Teixeira; Baldoino Fonseca; Alessandro Garcia 0001,https://doi.org/10.1007/s11219-024-09696-y,null,J,no_arxiv,0
 2024,TSE,"On the Usefulness of Automatically Generated Microservice Architectures.",Luiz Carvalho; Thelma Elita Colanzi; Wesley K. G. Assunção; Alessandro F. Garcia 0001; Juliana Alves Pereira; Marcos Kalinowski; Rafael Maiani de Mello; Maria Julia de Lima; Carlos Lucena,https://doi.org/10.1109/TSE.2024.3361209,top,J,no_arxiv,0
 2023,IEEE Software,"Recommendations for Developers Identifying Code Smells.",Rafael Maiani de Mello; Roberto Oliveira 0003; Anderson G. Uchôa; Willian Nalepa Oizumi; Alessandro F. Garcia 0001; Baldoino Fonseca; Fernanda de Mello,https://doi.org/10.1109/MS.2022.3203716,null,J,no_arxiv,0
 2020,IST,"Collaborative or individual identification of code smells? On the effectiveness of novice and professional developers.",Roberto Felicio Oliveira 0003; Rafael Maiani de Mello; Eduardo Fernandes; Alessandro Garcia 0001; Carlos Lucena,https://doi.org/10.1016/j.infsof.2019.106242,null,J,no_arxiv,0
diff --git a/data/profs/search/Sandra-Fabbri.csv b/data/profs/search/Sandra-Fabbri.csv
index 8ae1a7c0..aa9a7b7c 100644
--- a/data/profs/search/Sandra-Fabbri.csv
+++ b/data/profs/search/Sandra-Fabbri.csv
@@ -1 +1,2 @@
+2024,SQJ,"Getting into the game: gamifying software development with the GSA framework.",Daniel de Paula Porto; Sandra Camargo Pinto Ferraz Fabbri; Fabiano Cutigi Ferrari,https://doi.org/10.1007/s11219-024-09694-0,null,J,no_arxiv,0
 2021,JSS,"Initiatives and challenges of using gamification in software engineering: A Systematic Mapping.",Daniel de Paula Porto; Gabriela Martins de Jesus; Fabiano Cutigi Ferrari; Sandra Camargo Pinto Ferraz Fabbri,https://doi.org/10.1016/j.jss.2020.110870,null,J,http://arxiv.org/abs/2011.07115v1,0
diff --git a/data/profs/search/Sandro-Rigo.csv b/data/profs/search/Sandro-Rigo.csv
index b0b1784b..8a7b01c7 100644
--- a/data/profs/search/Sandro-Rigo.csv
+++ b/data/profs/search/Sandro-Rigo.csv
@@ -1 +1,2 @@
+2024,J. Parallel Distrib. Comput.,"Ion-molecule collision cross-section calculations using trajectory parallelization in distributed systems.",Samuel Cajahuaringa; Leandro N. Zanotto; Sandro Rigo; Hervé Yviquel; Munir S. Skaf; Guido Araujo,https://doi.org/10.1016/j.jpdc.2024.104902,null,J,no_arxiv,0
 2019,MASCOTS,"Approximation with Error Bounds in Spark.",Guangyan Hu; Sandro Rigo; Desheng Zhang; Thu D. Nguyen,https://doi.org/10.1109/MASCOTS.2019.00017,null,C,http://arxiv.org/abs/1812.01823v3,0
diff --git a/data/profs/search/Thais-Batista.csv b/data/profs/search/Thais-Batista.csv
index ef159703..91f92c49 100644
--- a/data/profs/search/Thais-Batista.csv
+++ b/data/profs/search/Thais-Batista.csv
@@ -4,4 +4,5 @@
 2023,ACM TOIT,"Taming Internet of Things Application Development with the IoTvar Middleware.",Pedro Victor Borges 0001; Chantal Taconet; Sophie Chabridon; Denis Conan; Everton Cavalcante; Thaís Batista,https://doi.org/10.1145/3586010,top,J,no_arxiv,0
 2022,ACM TOIT,"Fog Computing Platforms for Smart City Applications: A Survey.",Thiago Pereira da Silva; Thaís Vasconcelos Batista; Frederico Lopes; Aluizio Rocha Neto; Flávia Coimbra Delicato; Paulo F. Pires; Atslands Rego da Rocha,https://doi.org/10.1145/3488585,top,J,no_arxiv,0
 2020,ICWE,"Web-Based Development and Visualization Dashboards for Smart City Applications.",Douglas Rolim; Jorge Silva; Thaís Batista; Everton Cavalcante,https://doi.org/10.1007/978-3-030-50578-3_23,null,C,no_arxiv,0
+2024,JSEP,"Looking back and forward: A retrospective and future directions on software engineering for systems-of-systems.",Everton Cavalcante; Thaís Batista; Flávio Oquendo,https://doi.org/10.1002/smr.2697,null,J,no_arxiv,0
 2020,SCP,"On the verification of mission-related properties in software-intensive systems-of-systems architectural design.",Eduardo Silva 0001; Thaís Batista; Flávio Oquendo,https://doi.org/10.1016/j.scico.2020.102425,null,J,no_arxiv,0
diff --git a/data/profs/search/Wagner-Meira.csv b/data/profs/search/Wagner-Meira.csv
index c8c3bea5..a92bf3ad 100644
--- a/data/profs/search/Wagner-Meira.csv
+++ b/data/profs/search/Wagner-Meira.csv
@@ -1,3 +1,4 @@
+2024,J. Parallel Distrib. Comput.,"DuMato: An efficient warp-centric subgraph enumeration system for GPU.",Samuel Ferraz; Vinícius Vitor dos Santos Dias; Carlos H. C. Teixeira; Srinivasan Parthasarathy 0001; George Teodoro; Wagner Meira Jr.,https://doi.org/10.1016/j.jpdc.2024.104903,null,J,no_arxiv,0
 2023,HiPC,"Graph Pattern Mining Paradigms: Consolidation and Renewed Bearing.",Vinícius Vitor dos Santos Dias; Samuel Ferraz; Aditya Vadlamani; Mahdi Erfanian; Carlos H. C. Teixeira; Dorgival O. Guedes; Wagner Meira Jr.; Srinivasan Parthasarathy 0001,https://doi.org/10.1109/HiPC58850.2023.00040,null,C,no_arxiv,0
 2020,Future Generation CS,"Federated and secure cloud services for building medical image classifiers on an intercontinental infrastructure.",Ignacio Blanquer; Francisco V. Brasileiro; Andrey Brito; Amanda Calatrava; André Carvalho; Christof Fetzer; Flavio V. D. de Figueiredo; Ronny Petterson Guimarães; Leandro Bezerra Marinho; Wagner Meira Jr.; Altigran S. da Silva; Angel Alberich-Bayarri; Eduardo Camacho-Ramos; Ana Jimenez-Pastor; Antonio Luiz L. Ribeiro; Bruno Ramos Nascimento; Fábio Silva,https://doi.org/10.1016/j.future.2020.04.012,null,J,no_arxiv,0
 2019,Future Generation CS,"BIGSEA: A Big Data analytics platform for public transportation information.",Andy S. Alic; Jussara M. Almeida; Giovanni Aloisio; Nazareno Andrade; Nuno Antunes; Danilo Ardagna; Rosa M. Badia; Tânia Basso; Ignacio Blanquer; Tarciso Braz; Andrey Brito; Donatello Elia; Sandro Fiore; Dorgival O. Guedes; Marco Lattuada 0001; Daniele Lezzi; Matheus Maciel; Wagner Meira Jr.; Demetrio Gomes Mestre; Regina Moraes; Fábio Morais 0001; Carlos Eduardo S. Pires; Nádia P. Kozievitch; Walter dos Santos; Paulo Silva 0002; Marco Vieira,https://doi.org/10.1016/j.future.2019.02.011,null,J,no_arxiv,0
diff --git a/data/se-out-journals.csv b/data/se-out-journals.csv
index b70087c4..3a9b89bd 100644
--- a/data/se-out-journals.csv
+++ b/data/se-out-journals.csv
@@ -2,10 +2,10 @@ IST,86
 JSS,76
 EMSE,59
 IEEE Software,34
-TSE,29
-SQJ,21
+TSE,30
+SQJ,24
 SoSyM,20
-JSEP,16
+JSEP,18
 REJ,11
 SCP,11
 SPE,11
diff --git a/data/se-out-papers.csv b/data/se-out-papers.csv
index bf3c07f9..8faedb57 100644
--- a/data/se-out-papers.csv
+++ b/data/se-out-papers.csv
@@ -30,8 +30,10 @@
 2024,IST,"Towards the definition of a research agenda on mobile application testing based on a tertiary study.",UFSCar; ICMC/USP,Pedro Henrique Kuroishi; José Carlos Maldonado; Auri Marcelo Rizzo Vincenzi,https://doi.org/10.1016/j.infsof.2023.107363,null,J,no_arxiv,0
 2024,IST,"UX Research practices related to Long-Term UX: A Systematic Literature Review.",UFSCar,Suéllen Martinelli; Larissa Albano Lopes; Luciana A. M. Zaina,https://doi.org/10.1016/j.infsof.2024.107431,null,J,no_arxiv,0
 2024,JSEP,"Embracing modern C++ features: An empirical assessment on the KDE community.",UFCA; UnB,Walter Lucas 0001; Fausto Carvalho; Rafael Campos Nunes; Rodrigo Bonifácio; João Saraiva; Paola R. G. Accioly,https://doi.org/10.1002/smr.2605,null,J,no_arxiv,0
+2024,JSEP,"Looking back and forward: A retrospective and future directions on software engineering for systems-of-systems.",UFRN,Everton Cavalcante; Thaís Batista; Flávio Oquendo,https://doi.org/10.1002/smr.2697,null,J,no_arxiv,0
 2024,JSEP,"On the diffusion of test smells and their relationship with test code quality of Java projects.",UFLA; UFBA,Luana Almeida Martins; Heitor A. X. Costa; Ivan Machado 0001,https://doi.org/10.1002/smr.2532,null,J,no_arxiv,0
 2024,JSEP,"Towards a catalog of composite refactorings.",UFMG,Aline Brito; André C. Hora; Marco Túlio Valente,https://doi.org/10.1002/smr.2530,null,J,http://arxiv.org/abs/2201.04599v3,0
+2024,JSEP,"Two sides of the same coin: A study on developers' perception of defects.",UFMG,Geanderson E. dos Santos; Igor Muzetti; Eduardo Figueiredo 0001,https://doi.org/10.1002/smr.2699,null,J,no_arxiv,0
 2024,JSEP,"Understanding the use of spectrum-based fault localization.",IME/USP; UNESP; EACH/USP,Higor Amario de Souza; Marcelo de Souza Lauretto; Fabio Kon; Marcos Lordello Chaim,https://doi.org/10.1002/smr.2622,null,J,no_arxiv,0
 2024,JSEP,"Using Design Thinking to break social barriers: An experience report with former inmates.",UnB,Edna Dias Canedo; Emille Catarine Rodrigues Cançado; Alana Paula Barbosa Mota; Ian Nery Bandeira; Pedro Henrique Teixeira Costa; Fernanda Lima; Luis Henrique Vieira Amaral; Rodrigo Bonifácio,https://doi.org/10.1002/smr.2648,null,J,no_arxiv,0
 2024,JSS,"A framework for the design of fault-tolerant systems-of-systems.",ICMC/USP; UNIRIO,Francisco Henrique Cerdeira Ferreira; Elisa Yumi Nakagawa; Antonia Bertolino; Francesca Lonetti; Vânia de Oliveira Neves; Rodrigo Pereira dos Santos,https://doi.org/10.1016/j.jss.2024.112010,null,J,no_arxiv,0
@@ -48,6 +50,9 @@
 2024,SPE,"Evolution of internal dimensions in object-oriented software-A time series based approach.",CEFET-MG; UFMG,Bruno Luan de Sousa; Mariza A. S. Bigonha; Kecia A. M. Ferreira; Glaura C. Franco,https://doi.org/10.1002/spe.3310,null,J,no_arxiv,0
 2024,SPE,"Work-from-home impacts on software project: A global study on software development practices and stakeholder perceptions.",PUC-RS; UFSCar,Anh Nguyen-Duc 0001; Dron Khanna; Giang Huong Le; Des Greer; Xiaofeng Wang 0001; Luciana Martinez Zaina; Gerardo Matturro; Jorge Melegati; Eduardo Martins Guerra; Petri Kettunen; Sami Hyrynsalmi; Henry Edison; Afonso Sales; Rafael Chanin; Didzis Rutitis; Kai-Kristian Kemell; Abdullah Aldaeej; Tommi Mikkonen; Juan Garbajosa; Pekka Abrahamsson,https://doi.org/10.1002/spe.3306,null,J,no_arxiv,0
 2024,SQJ,"A comprehensive catalog of refactoring strategies to handle test smells in Java-based systems.",UFLA; UFBA,Luana Almeida Martins; Taher Ahmed Ghaleb; Heitor A. X. Costa; Ivan Machado 0001,https://doi.org/10.1007/s11219-024-09663-7,null,J,no_arxiv,0
+2024,SQJ,"An exploratory evaluation of code smell agglomerations.",PUC-Rio; UFMG,Amanda Santana; Eduardo Figueiredo 0001; Juliana Alves Pereira; Alessandro Garcia 0001,https://doi.org/10.1007/s11219-024-09680-6,null,J,no_arxiv,0
+2024,SQJ,"Getting into the game: gamifying software development with the GSA framework.",UFSCar,Daniel de Paula Porto; Sandra Camargo Pinto Ferraz Fabbri; Fabiano Cutigi Ferrari,https://doi.org/10.1007/s11219-024-09694-0,null,J,no_arxiv,0
+2024,SQJ,"Towards effective gamification of existing systems: method and experience report.",PUC-Rio; UFC; UFAL; UFPE; DCC/UFRJ,Anderson Gonçalves Uchôa; Rafael Maiani de Mello; Jairo Souza; Leopoldo Teixeira; Baldoino Fonseca; Alessandro Garcia 0001,https://doi.org/10.1007/s11219-024-09696-y,null,J,no_arxiv,0
 2024,SQJ,"Unraveling the code: an in-depth empirical study on the impact of development practices in auxiliary functions implementation.",PUC-Rio; UFSCar; UNIFESP,Otávio Lemos; Fábio F. Silveira; Fabiano Cutigi Ferrari; Tiago Silva da Silva; Eduardo Martins Guerra; Alessandro F. Garcia 0001,https://doi.org/10.1007/s11219-024-09682-4,null,J,no_arxiv,0
 2024,SoSyM,"A formal component model for UML based on CSP aiming at compositional verification.",UFPE,Flávia Falcão; Lucas Lima 0001; Augusto Sampaio 0001; Pedro Antonino,https://doi.org/10.1007/s10270-023-01127-z,null,J,no_arxiv,0
 2024,SoSyM,"A refinement-based approach to safe smart contract deployment and evolution.",UFPE,Pedro Antonino; Juliandson Ferreira; Augusto Sampaio 0001; A. W. Roscoe 0001; Filipe Arruda,https://doi.org/10.1007/s10270-023-01143-z,null,J,no_arxiv,0
@@ -57,6 +62,7 @@
 2024,TOSEM,"Bug Analysis in Jupyter Notebook Projects: An Empirical Study.",UFBA,Taijara Loiola de Santana; Paulo Anselmo da Mota Silveira Neto; Eduardo Santana De Almeida; Iftekhar Ahmed 0001,https://doi.org/10.1145/3641539,top,J,http://arxiv.org/abs/2210.06893v1,0
 2024,TSE,"Controller Synthesis for Autonomous Systems With Deep-Learning Perception Components.",UnB,Radu Calinescu; Calum Imrie; Ravi Mangal; Genaína Nunes Rodrigues; Corina S. Pasareanu; Misael Alpizar Santana; Gricel Vázquez,https://doi.org/10.1109/TSE.2024.3385378,top,J,no_arxiv,0
 2024,TSE,"On the Usefulness of Automatically Generated Microservice Architectures.",PUC-Rio; DCC/UFRJ; UEM,Luiz Carvalho; Thelma Elita Colanzi; Wesley K. G. Assunção; Alessandro F. Garcia 0001; Juliana Alves Pereira; Marcos Kalinowski; Rafael Maiani de Mello; Maria Julia de Lima; Carlos Lucena,https://doi.org/10.1109/TSE.2024.3361209,top,J,no_arxiv,0
+2024,TSE,"Runtime Verification and Field-Based Testing for ROS-Based Robotic Systems.",UnB,Ricardo Caldas; Juan Antonio Piñera García; Matei Schiopu; Patrizio Pelliccione; Genaína Nunes Rodrigues; Thorsten Berger,https://doi.org/10.1109/TSE.2024.3444697,top,J,no_arxiv,0
 2023,EMSE,"An investigation of online and offline learning models for online Just-in-Time Software Defect Prediction.",UFPE,George G. Cabral; Leandro L. Minku; Adriano L. I. Oliveira; Dinaldo A. Pessoa; Sadia Tabassum,https://doi.org/10.1007/s10664-023-10335-6,null,J,no_arxiv,0
 2023,EMSE,"Analyzing the BizDev interface in an enterprise context: a case of developers acting in business.",UNICAMP; UFAM,Caique Moreira; Breno B. N. de França; Tayana Uchôa Conte,https://doi.org/10.1007/s10664-023-10383-y,null,J,no_arxiv,0
 2023,EMSE,"Computation offloading for ground robotic systems communicating over WiFi - an empirical exploration on performance and energy trade-offs.",UTFPR,Milica Ðordevic; Michel Albonico; Grace A. Lewis; Ivano Malavolta; Patricia Lago,https://doi.org/10.1007/s10664-023-10351-6,null,J,no_arxiv,0
@@ -327,7 +333,7 @@
 2020,EMSE,"Characteristics of method extractions in Java: a large scale empirical study.",UFMG,André C. Hora; Romain Robbes,https://doi.org/10.1007/s10664-020-09809-8,null,J,no_arxiv,0
 2020,EMSE,"Code and commit metrics of developer productivity: a study on team leaders perceptions.",PUC-Rio; UFAM,Edson Oliveira 0001; Eduardo Fernandes; Igor Steinmacher; Marco Cristo; Tayana Conte; Alessandro Garcia 0001,https://doi.org/10.1007/s10664-020-09820-z,null,J,no_arxiv,0
 2020,EMSE,"On the relation between Github communication activity and merge conflicts.",UFBA,Gustavo Vale; Angelika Schmid; Alcemir Rodrigues Santos; Eduardo Santana de Almeida; Sven Apel,https://doi.org/10.1007/s10664-019-09774-x,null,J,no_arxiv,0
-2020,EMSE,"Pandemic programming.",PUC-Rio,Paul Ralph; Sebastian Baltes; Gianisa Adisaputri; Richard Torkar; Vladimir Kovalenko; Marcos Kalinowski; Nicole Novielli; Shin Yoo; Xavier Devroey; Xin Tan; Minghui Zhou 0001; Burak Turhan; Rashina Hoda; Hideaki Hata; Gregorio Robles; Amin Milani Fard; Rana Alkadhi,https://doi.org/10.1007/s10664-020-09875-y,null,J,no_arxiv,0
+2020,EMSE,"Pandemic programming.",PUC-Rio,Paul Ralph; Sebastian Baltes; Gianisa Adisaputri; Richard Torkar; Vladimir Kovalenko; Marcos Kalinowski; Nicole Novielli; Shin Yoo; Xavier Devroey; Xin Tan 0003; Minghui Zhou 0001; Burak Turhan; Rashina Hoda; Hideaki Hata; Gregorio Robles; Amin Milani Fard; Rana Alkadhi,https://doi.org/10.1007/s10664-020-09875-y,null,J,no_arxiv,0
 2020,EMSE,"The Teamwork Process Antecedents (TPA) questionnaire: developing and validating a comprehensive measure for assessing antecedents of teamwork process quality.",UFPE,George Marsicano; Fabio Q. B. da Silva; Carolyn B. Seaman; Breno Giovanni Adaid-Castro,https://doi.org/10.1007/s10664-020-09860-5,null,J,no_arxiv,0
 2020,EMSE,"The practitioners' point of view on the concept of technical debt and its causes and consequences: a design for a global family of industrial surveys and its first results from Brazil.",UFBA,Nicolli Rios; Rodrigo Oliveira Spínola; Manoel G. Mendonça; Carolyn B. Seaman,https://doi.org/10.1007/s10664-020-09832-9,null,J,no_arxiv,0
 2020,EMSE,"Towards an evidence-based theoretical framework on factors influencing the software development productivity.",COPPE/UFRJ,Wladmir Araújo Chapetta; Guilherme Horta Travassos,https://doi.org/10.1007/s10664-020-09844-5,null,J,no_arxiv,0
diff --git a/data/se-out-scores.csv b/data/se-out-scores.csv
index 06b29a4a..e59ed330 100644
--- a/data/se-out-scores.csv
+++ b/data/se-out-scores.csv
@@ -1,32 +1,32 @@
-UFPE,47.45
-PUC-Rio,25.47
-UFMG,22.8
+UFPE,47.85
+PUC-Rio,26.27
+UFMG,23.6
 UTFPR,20.89
+UnB,15.24
 UFPA,14.73
-UnB,14.24
 UFBA,13.11
-UFAL,12.63
+UFAL,13.03
 UFCG,11.31
-UFC,10.69
+UFC,11.09
 UFPR,9.72
 UFAM,9.26
+UFSCar,8.99
 PUC-RS,8.85
-UFSCar,8.59
 ICMC/USP,8.0
 UFF,7.86
 UNIRIO,7.46
 IME/USP,6.52
 COPPE/UFRJ,5.6
+UFRN,5.37
 UEM,5.26
 UFU,5.19
-UFRN,4.97
 UFRGS,4.66
 UFMS,4.6
 IFAL,4.53
 UFLA,3.73
+DCC/UFRJ,3.13
 UNICAMP,3.06
 IFCE,2.85
-DCC/UFRJ,2.73
 UFES,2.4
 EACH/USP,2.26
 IFPE,2.19
diff --git a/dblp.py b/dblp.py
index 0a5a5418..83fcbc15 100644
--- a/dblp.py
+++ b/dblp.py
@@ -18,9 +18,11 @@ def get_dblp_file(pid,prof):
     else:
        try:
          url = "http://dblp.org/pid/" + pid + ".xml"
-         bibfile = requests.get(url).text
+         bibfile = requests.get(url, timeout=180).text
          with open(file, 'w') as f:
             f.write(str(bibfile))
+       except requests.Timeout:
+         print("Request timed out after 180 seconds")     
        except requests.exceptions.RequestException as e:
          print (e)
          sys.exit(1)
@@ -49,13 +51,15 @@ def parse_dblp(_, dblp):
        file = '../cache/dblp/' + prof + '.xml'
        try:
          url = "http://dblp.org/pid/" + pid + ".xml"
-         bibfile = requests.get(url).text
+         bibfile = requests.get(url, timeout=180).text
          with open(file, 'w') as f:
            f.write(bibfile)
+       except requests.Timeout:
+         print("Request timed out after 180 seconds")      
        except requests.exceptions.RequestException as e:
          print (e)
          sys.exit(1)
-       time.sleep(2)
+       time.sleep(3)
        count = count + 1
    elapsed_time = (time.time() - start_time) / 60
    elapsed_time = round(elapsed_time, 2)